---
OA_place: publisher
OA_type: hybrid
_id: '20628'
abstract:
- lang: eng
  text: "The realistic simulation of sand, soil, powders, rubble piles, and large
    collections of rigid bodies is a common and important problem in the fields of
    computer graphics, computational physics, and engineering. Direct simulation of
    these individual bodies quickly becomes expensive, so we often approximate the
    entire group as a continuum material that can be more easily computed using tools
    for solving partial differential equations, like the material point method (MPM).
    In this paper, we present a method for automatically extracting continuum material
    properties from a collection of rigid\r\nbodies. We use numerical homogenization
    with periodic boundary conditions to simulate an effectively infinite number of
    rigid bodies in contact. We then record the effective stress-strain relationships
    from these simulations and convert them into elastic properties and yield criteria
    for the continuum simulations. Our experiments validate existing theoretical models
    like the Mohr-Coulomb yield surface by extracting material behaviors from a collection
    of spheres in contact. We further generalize these existing models to more exotic
    materials derived from diverse and non-convex shapes. We\r\nobserve complicated
    jamming behaviors from non-convex grains, and we introduce a new material model
    for materials with extremely high levels of internal friction and cohesion. We
    simulate these new continuum models using MPM with an improved return mapping
    technique. The end result is a complete system for turning an input rigid body
    simulation into an efficient continuum simulation with the same effective mechanical
    properties."
acknowledgement: 'We thank the anonymous reviewers for their helpful comments, the
  members of the Visual Computing Group at ISTA for their feedback and Gauthier Rousseau
  for the insightful discussions. This research was supported by the Scientific Service
  Units (SSU) of ISTA through resources provided by Scientific Computing and was funded
  in part by the European Union (ERC-2021-COG 101045083 CoDiNA). '
article_number: '220'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Yi-Lu
  full_name: Chen, Yi-Lu
  id: 0b467602-dbcd-11ea-9d1d-ed480aa46b70
  last_name: Chen
  orcid: 0009-0005-0723-0655
- first_name: Mickaël
  full_name: Ly, Mickaël
  id: 6340d7f0-b48d-11eb-b10d-b7487e71d9f1
  last_name: Ly
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
citation:
  ama: Chen Y-L, Ly M, Wojtan C. Numerical homogenization of sand from grain-level
    simulations. <i>ACM Transactions on Graphics</i>. 2025;44(6). doi:<a href="https://doi.org/10.1145/3763344">10.1145/3763344</a>
  apa: 'Chen, Y.-L., Ly, M., &#38; Wojtan, C. (2025). Numerical homogenization of
    sand from grain-level simulations. <i>ACM Transactions on Graphics</i>. Hong Kong,
    China: Association for Computing Machinery. <a href="https://doi.org/10.1145/3763344">https://doi.org/10.1145/3763344</a>'
  chicago: Chen, Yi-Lu, Mickaël Ly, and Chris Wojtan. “Numerical Homogenization of
    Sand from Grain-Level Simulations.” <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery, 2025. <a href="https://doi.org/10.1145/3763344">https://doi.org/10.1145/3763344</a>.
  ieee: Y.-L. Chen, M. Ly, and C. Wojtan, “Numerical homogenization of sand from grain-level
    simulations,” <i>ACM Transactions on Graphics</i>, vol. 44, no. 6. Association
    for Computing Machinery, 2025.
  ista: Chen Y-L, Ly M, Wojtan C. 2025. Numerical homogenization of sand from grain-level
    simulations. ACM Transactions on Graphics. 44(6), 220.
  mla: Chen, Yi-Lu, et al. “Numerical Homogenization of Sand from Grain-Level Simulations.”
    <i>ACM Transactions on Graphics</i>, vol. 44, no. 6, 220, Association for Computing
    Machinery, 2025, doi:<a href="https://doi.org/10.1145/3763344">10.1145/3763344</a>.
  short: Y.-L. Chen, M. Ly, C. Wojtan, ACM Transactions on Graphics 44 (2025).
conference:
  end_date: 2025-12-18
  location: Hong Kong, China
  name: 'SIGGRAPH Asia: Conference and Exhibition on Computer Graphics and Interactive
    Techniques in Asia'
  start_date: 2025-12-15
corr_author: '1'
date_created: 2025-11-10T14:12:06Z
date_published: 2025-12-04T00:00:00Z
date_updated: 2025-12-09T14:53:32Z
day: '04'
ddc:
- '531'
- '006'
- '621'
department:
- _id: GradSch
- _id: ChWo
doi: 10.1145/3763344
file:
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has_accepted_license: '1'
intvolume: '        44'
issue: '6'
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nd/4.0/
month: '12'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Numerical homogenization of sand from grain-level simulations
tmp:
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  legal_code_url: https://creativecommons.org/licenses/by-nd/4.0/legalcode
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  short: CC BY-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 44
year: '2025'
...
---
_id: '17203'
abstract:
- lang: eng
  text: "The behavior of a rigid body primarily depends on its mass moments, which
    consist of the mass, center of mass, and moments of inertia. It is possible to
    manipulate these quantities without altering the geometric appearance of an object
    by introducing cavities in its interior. Algorithms that find cavities of suitable
    shapes and sizes have enabled the computational design of spinning tops, yo-yos,
    wheels, buoys, and statically balanced objects. Previous work is based, for example,
    on topology optimization on voxel grids, which introduces a large number of optimization
    variables and box constraints, or offset surface computation, which cannot guarantee
    that solutions to a feasible problem will always be found.\r\n\r\nIn this work,
    we provide a mathematical analysis of constrained topology optimization problems
    that depend only on mass moments. This class of problems covers, among others,
    all applications mentioned above. Our main result is to show that no matter the
    outer shape of the rigid body to be optimized or the optimization objective and
    constraints considered, the optimal solution always features a quadric-shaped
    interface between material and cavities. This proves that optimal interfaces are
    always ellipsoids, hyperboloids, paraboloids, or one of a few degenerate cases,
    such as planes.\r\n\r\nThis insight lets us replace a difficult topology optimization
    problem with a provably equivalent non-linear equation system in a small number
    (<10) of variables, which represent the coefficients of the quadric. This system
    can be solved in a few seconds for most examples, provides insights into the geometric
    structure of many specific applications, and lets us describe their solution properties.
    Finally, our method integrates seamlessly into modern fabrication workflows because
    our solutions are analytical surfaces that are native to the CAD domain."
acknowledgement: We thank Gianmarco Cherchi for his help in tailoring the Mesh Booleans
  code for this project, Stefan Jeschke for his help with the photographs, Malina
  Strugaru and Aleksei Kalinov for their help with the samples, and the anonymous
  reviewers as well as the members of the ISTA Visual Computing Group for their feedback.
  This project was funded in part by the European Research Council (ERC Consolidator
  Grant 101045083 CoDiNA).
article_number: '78'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Christian
  full_name: Hafner, Christian
  id: 400429CC-F248-11E8-B48F-1D18A9856A87
  last_name: Hafner
- first_name: Mickaël
  full_name: Ly, Mickaël
  id: 6340d7f0-b48d-11eb-b10d-b7487e71d9f1
  last_name: Ly
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
citation:
  ama: 'Hafner C, Ly M, Wojtan C. Spin-it faster: Quadrics solve all topology optimization
    problems that depend only on mass moments. <i>Transactions on Graphics</i>. 2024;43(4).
    doi:<a href="https://doi.org/10.1145/3658194">10.1145/3658194</a>'
  apa: 'Hafner, C., Ly, M., &#38; Wojtan, C. (2024). Spin-it faster: Quadrics solve
    all topology optimization problems that depend only on mass moments. <i>Transactions
    on Graphics</i>. Denver, Colorado: Association for Computing Machinery. <a href="https://doi.org/10.1145/3658194">https://doi.org/10.1145/3658194</a>'
  chicago: 'Hafner, Christian, Mickaël Ly, and Chris Wojtan. “Spin-It Faster: Quadrics
    Solve All Topology Optimization Problems That Depend Only on Mass Moments.” <i>Transactions
    on Graphics</i>. Association for Computing Machinery, 2024. <a href="https://doi.org/10.1145/3658194">https://doi.org/10.1145/3658194</a>.'
  ieee: 'C. Hafner, M. Ly, and C. Wojtan, “Spin-it faster: Quadrics solve all topology
    optimization problems that depend only on mass moments,” <i>Transactions on Graphics</i>,
    vol. 43, no. 4. Association for Computing Machinery, 2024.'
  ista: 'Hafner C, Ly M, Wojtan C. 2024. Spin-it faster: Quadrics solve all topology
    optimization problems that depend only on mass moments. Transactions on Graphics.
    43(4), 78.'
  mla: 'Hafner, Christian, et al. “Spin-It Faster: Quadrics Solve All Topology Optimization
    Problems That Depend Only on Mass Moments.” <i>Transactions on Graphics</i>, vol.
    43, no. 4, 78, Association for Computing Machinery, 2024, doi:<a href="https://doi.org/10.1145/3658194">10.1145/3658194</a>.'
  short: C. Hafner, M. Ly, C. Wojtan, Transactions on Graphics 43 (2024).
conference:
  end_date: 2024-08-01
  location: Denver, Colorado
  start_date: 2024-07-28
corr_author: '1'
date_created: 2024-07-05T12:08:57Z
date_published: 2024-07-01T00:00:00Z
date_updated: 2025-09-08T08:29:09Z
day: '01'
ddc:
- '516'
department:
- _id: ChWo
doi: 10.1145/3658194
external_id:
  isi:
  - '001289270900045'
file:
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  date_updated: 2024-07-05T12:06:03Z
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  date_updated: 2024-07-17T09:29:13Z
  file_id: '17276'
  file_name: sif-video-final.mp4
  file_size: 170001305
  relation: supplementary_material
  title: Submission Video
file_date_updated: 2024-07-17T09:29:13Z
has_accepted_license: '1'
intvolume: '        43'
isi: 1
issue: '4'
keyword:
- Topology Optimization
- Mass Moments
- Computational Geometry
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Spin-it faster: Quadrics solve all topology optimization problems that depend
  only on mass moments'
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 43
year: '2024'
...
---
OA_place: publisher
OA_type: hybrid
_id: '17219'
abstract:
- lang: eng
  text: 'We introduce a multi-material non-manifold mesh-based surface tracking algorithm
    that converts self-intersections into topological changes. Our algorithm generalizes
    prior work on manifold surface tracking with topological changes: it preserves
    surface features like mesh-based methods, and it robustly handles topological
    changes like level set methods. Our method also offers improved efficiency and
    robustness over the state of the art. We demonstrate the effectiveness of the
    approach on a range of examples, including complex soap film simulations with
    thousands of interacting bubbles, and boolean unions of non-manifold meshes consisting
    of millions of triangles.'
acknowledgement: Peter Heiss-Synak helped conceive the project, helped formulate the
  algorithm structure, contributed ideas and code to Sections 6 & 8, the mesh data
  structure, algorithm robustness and benchmarks, helped write the paper, and provided
  supervision and conceptual solutions throughout the project. Aleksei Kalinov contributed
  ideas and code to Sections 7, 8.5, and 5, the sparse grid data structure, algorithm
  robustness and benchmarks, optimized the performance, produced all results, most
  figures, and the supplementary video, helped write the text, and provided conceptual
  solutions throughout the project. Malina Strugaru helped implement the mesh data
  structure and designed re-meshing operations for non-manifold triangle meshes. Arian
  Etemadi developed early prototypes for ideas in Sections 8.1 and 8.3 and helped
  write the paper. Huidong Yang developed early prototypes for isosurface extraction
  and visualization. Chris Wojtan helped conceive the project, helped write the paper,
  and provided supervision, prototype grid data structure code, and conceptual solutions
  throughout the project. We thank the anonymous reviewers for their helpful comments,
  the members of the Visual Computing Group at ISTA for their feedback, Christopher
  Batty for discussions about LosTopos, and SideFX for the Houdini Education software
  licenses.  This research was funded in part by the European Union (ERC-2021-COG
  101045083 CoDiNA).
article_number: '54'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Peter
  full_name: Synak, Peter
  id: 331776E2-F248-11E8-B48F-1D18A9856A87
  last_name: Synak
- first_name: Aleksei
  full_name: Kalinov, Aleksei
  id: 44b7120e-eb97-11eb-a6c2-e1557aa81d02
  last_name: Kalinov
  orcid: 0000-0003-2189-3904
- first_name: Irina-Malina
  full_name: Strugaru, Irina-Malina
  id: 2afc607f-f128-11eb-9611-8f2a0dfcf074
  last_name: Strugaru
- first_name: Arian
  full_name: Etemadihaghighi, Arian
  id: 36cea3aa-f38e-11ec-8ae0-c65ae6f6098f
  last_name: Etemadihaghighi
- first_name: Huidong
  full_name: Yang, Huidong
  last_name: Yang
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
citation:
  ama: Synak P, Kalinov A, Strugaru I-M, Etemadi A, Yang H, Wojtan C. Multi-material
    mesh-based surface tracking with implicit topology changes. <i>ACM Transactions
    on Graphics</i>. 2024;43(4). doi:<a href="https://doi.org/10.1145/3658223">10.1145/3658223</a>
  apa: Synak, P., Kalinov, A., Strugaru, I.-M., Etemadi, A., Yang, H., &#38; Wojtan,
    C. (2024). Multi-material mesh-based surface tracking with implicit topology changes.
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3658223">https://doi.org/10.1145/3658223</a>
  chicago: Synak, Peter, Aleksei Kalinov, Irina-Malina Strugaru, Arian Etemadi, Huidong
    Yang, and Chris Wojtan. “Multi-Material Mesh-Based Surface Tracking with Implicit
    Topology Changes.” <i>ACM Transactions on Graphics</i>. Association for Computing
    Machinery, 2024. <a href="https://doi.org/10.1145/3658223">https://doi.org/10.1145/3658223</a>.
  ieee: P. Synak, A. Kalinov, I.-M. Strugaru, A. Etemadi, H. Yang, and C. Wojtan,
    “Multi-material mesh-based surface tracking with implicit topology changes,” <i>ACM
    Transactions on Graphics</i>, vol. 43, no. 4. Association for Computing Machinery,
    2024.
  ista: Synak P, Kalinov A, Strugaru I-M, Etemadi A, Yang H, Wojtan C. 2024. Multi-material
    mesh-based surface tracking with implicit topology changes. ACM Transactions on
    Graphics. 43(4), 54.
  mla: Synak, Peter, et al. “Multi-Material Mesh-Based Surface Tracking with Implicit
    Topology Changes.” <i>ACM Transactions on Graphics</i>, vol. 43, no. 4, 54, Association
    for Computing Machinery, 2024, doi:<a href="https://doi.org/10.1145/3658223">10.1145/3658223</a>.
  short: P. Synak, A. Kalinov, I.-M. Strugaru, A. Etemadi, H. Yang, C. Wojtan, ACM
    Transactions on Graphics 43 (2024).
corr_author: '1'
date_created: 2024-07-10T12:24:00Z
date_published: 2024-07-01T00:00:00Z
date_updated: 2026-01-16T09:14:23Z
day: '01'
ddc:
- '004'
department:
- _id: GradSch
- _id: ChWo
doi: 10.1145/3658223
external_id:
  isi:
  - '001289270900021'
file:
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  checksum: 1917067d4b52d7729019b03560004e43
  content_type: application/pdf
  creator: dernst
  date_created: 2024-07-23T06:35:15Z
  date_updated: 2024-07-23T06:35:15Z
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- access_level: open_access
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  content_type: video/mp4
  creator: akalinov
  date_created: 2024-07-10T12:23:44Z
  date_updated: 2024-07-10T12:23:44Z
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  date_created: 2025-11-11T09:50:52Z
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  file_id: '20633'
  file_name: SuperDuperTopoFixer.pdf
  file_size: 48639581
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  title: Authors' version of the text
file_date_updated: 2025-11-11T09:50:52Z
has_accepted_license: '1'
intvolume: '        43'
isi: 1
issue: '4'
keyword:
- surface tracking
- topology change
- non- manifold meshes
- multi-material flows
- solid modeling
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-sa/4.0/
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
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    status: public
  - id: '19630'
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    status: public
scopus_import: '1'
status: public
title: Multi-material mesh-based surface tracking with implicit topology changes
tmp:
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  legal_code_url: https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode
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  short: CC BY-NC-SA (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 43
year: '2024'
...
---
_id: '17424'
abstract:
- lang: eng
  text: "Surface-based inflatables are composed of two thin layers of nearly inextensible
    sheet material joined together along carefully selected fusing curves. During
    inflation, pressure forces separate the two sheets to maximize the enclosed volume.
    The fusing curves restrict this expansion, leading to a spatially varying in-plane
    contraction and hence metric frustration. The inflated structure settles into
    a 3D equilibrium that balances pressure forces with the internal elastic forces
    of the sheets.\r\nWe present a computational framework for analyzing and designing
    surface-based inflatable structures with arbitrary fusing patterns. Our approach
    employs numerical homogenization to characterize the behavior of parametric families
    of periodic inflatable patch geometries, which can then be combined to tessellate
    the sheet with smoothly varying patterns. We propose a novel parametrization of
    the underlying deformation space that allows accurate, efficient, and systematical
    analysis of the stretching and bending behavior of inflated patches with potentially
    open boundaries.\r\nWe apply our homogenization algorithm to create a database
    of geometrically diverse fusing patterns spanning a wide range of material properties
    and deformation characteristics. This database is employed in an inverse design
    algorithm that solves for fusing curves to best approximate a given input target
    surface. Local patches are selected and blended to form a global network of curves
    based on a geometric flattening algorithm. These fusing curves are then further
    optimized to minimize the distance of the deployed structure to target surface.
    We show that this approach offers greater flexibility to approximate given target
    geometries compared to previous work while significantly improving structural
    performance."
article_number: '87'
article_processing_charge: No
article_type: original
author:
- first_name: Yingying
  full_name: Ren, Yingying
  id: 93d68d10-3540-11ef-a265-f748a50dba3d
  last_name: Ren
- first_name: Julian
  full_name: Panetta, Julian
  last_name: Panetta
- first_name: Seiichi
  full_name: Suzuki, Seiichi
  last_name: Suzuki
- first_name: Uday
  full_name: Kusupati, Uday
  last_name: Kusupati
- first_name: Florin
  full_name: Isvoranu, Florin
  last_name: Isvoranu
- first_name: Mark
  full_name: Pauly, Mark
  last_name: Pauly
citation:
  ama: Ren Y, Panetta J, Suzuki S, Kusupati U, Isvoranu F, Pauly M. Computational
    homogenization for inverse design of surface-based inflatables. <i>ACM Transactions
    on Graphics</i>. 2024;43(4). doi:<a href="https://doi.org/10.1145/3658125">10.1145/3658125</a>
  apa: Ren, Y., Panetta, J., Suzuki, S., Kusupati, U., Isvoranu, F., &#38; Pauly,
    M. (2024). Computational homogenization for inverse design of surface-based inflatables.
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3658125">https://doi.org/10.1145/3658125</a>
  chicago: Ren, Yingying, Julian Panetta, Seiichi Suzuki, Uday Kusupati, Florin Isvoranu,
    and Mark Pauly. “Computational Homogenization for Inverse Design of Surface-Based
    Inflatables.” <i>ACM Transactions on Graphics</i>. Association for Computing Machinery,
    2024. <a href="https://doi.org/10.1145/3658125">https://doi.org/10.1145/3658125</a>.
  ieee: Y. Ren, J. Panetta, S. Suzuki, U. Kusupati, F. Isvoranu, and M. Pauly, “Computational
    homogenization for inverse design of surface-based inflatables,” <i>ACM Transactions
    on Graphics</i>, vol. 43, no. 4. Association for Computing Machinery, 2024.
  ista: Ren Y, Panetta J, Suzuki S, Kusupati U, Isvoranu F, Pauly M. 2024. Computational
    homogenization for inverse design of surface-based inflatables. ACM Transactions
    on Graphics. 43(4), 87.
  mla: Ren, Yingying, et al. “Computational Homogenization for Inverse Design of Surface-Based
    Inflatables.” <i>ACM Transactions on Graphics</i>, vol. 43, no. 4, 87, Association
    for Computing Machinery, 2024, doi:<a href="https://doi.org/10.1145/3658125">10.1145/3658125</a>.
  short: Y. Ren, J. Panetta, S. Suzuki, U. Kusupati, F. Isvoranu, M. Pauly, ACM Transactions
    on Graphics 43 (2024).
date_created: 2024-08-12T10:03:38Z
date_published: 2024-07-19T00:00:00Z
date_updated: 2024-08-12T10:08:13Z
day: '19'
doi: 10.1145/3658125
extern: '1'
intvolume: '        43'
issue: '4'
language:
- iso: eng
month: '07'
oa_version: None
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Computational homogenization for inverse design of surface-based inflatables
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 43
year: '2024'
...
---
_id: '14240'
abstract:
- lang: eng
  text: This paper introduces a novel method for simulating large bodies of water
    as a height field. At the start of each time step, we partition the waves into
    a bulk flow (which approximately satisfies the assumptions of the shallow water
    equations) and surface waves (which approximately satisfy the assumptions of Airy
    wave theory). We then solve the two wave regimes separately using appropriate
    state-of-the-art techniques, and re-combine the resulting wave velocities at the
    end of each step. This strategy leads to the first heightfield wave model capable
    of simulating complex interactions between both deep and shallow water effects,
    like the waves from a boat wake sloshing up onto a beach, or a dam break producing
    wave interference patterns and eddies. We also analyze the numerical dispersion
    created by our method and derive an exact correction factor for waves at a constant
    water depth, giving us a numerically perfect re-creation of theoretical water
    wave dispersion patterns.
acknowledged_ssus:
- _id: ScienComp
acknowledgement: "We thank Georg Sperl for helping with early research for this paper,
  Mickael Ly and Yi-Lu Chen for proofreading, and members of the ISTA Visual Computing
  Group for general feedback. This project was funded in part by the European Research
  Council (ERC Consolidator Grant 101045083 CoDiNA).\r\nThe motorboat and sailboat
  were modeled by Sergei and the palmtrees by YadroGames. The environment map was
  created by Emil Persson."
article_number: '83'
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Stefan
  full_name: Jeschke, Stefan
  id: 44D6411A-F248-11E8-B48F-1D18A9856A87
  last_name: Jeschke
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
citation:
  ama: Jeschke S, Wojtan C. Generalizing shallow water simulations with dispersive
    surface waves. <i>ACM Transactions on Graphics</i>. 2023;42(4). doi:<a href="https://doi.org/10.1145/3592098">10.1145/3592098</a>
  apa: Jeschke, S., &#38; Wojtan, C. (2023). Generalizing shallow water simulations
    with dispersive surface waves. <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery. <a href="https://doi.org/10.1145/3592098">https://doi.org/10.1145/3592098</a>
  chicago: Jeschke, Stefan, and Chris Wojtan. “Generalizing Shallow Water Simulations
    with Dispersive Surface Waves.” <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery, 2023. <a href="https://doi.org/10.1145/3592098">https://doi.org/10.1145/3592098</a>.
  ieee: S. Jeschke and C. Wojtan, “Generalizing shallow water simulations with dispersive
    surface waves,” <i>ACM Transactions on Graphics</i>, vol. 42, no. 4. Association
    for Computing Machinery, 2023.
  ista: Jeschke S, Wojtan C. 2023. Generalizing shallow water simulations with dispersive
    surface waves. ACM Transactions on Graphics. 42(4), 83.
  mla: Jeschke, Stefan, and Chris Wojtan. “Generalizing Shallow Water Simulations
    with Dispersive Surface Waves.” <i>ACM Transactions on Graphics</i>, vol. 42,
    no. 4, 83, Association for Computing Machinery, 2023, doi:<a href="https://doi.org/10.1145/3592098">10.1145/3592098</a>.
  short: S. Jeschke, C. Wojtan, ACM Transactions on Graphics 42 (2023).
corr_author: '1'
date_created: 2023-08-27T22:01:17Z
date_published: 2023-08-01T00:00:00Z
date_updated: 2025-04-14T08:01:13Z
day: '01'
ddc:
- '000'
department:
- _id: ChWo
doi: 10.1145/3592098
external_id:
  isi:
  - '001044671300049'
file:
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  creator: dernst
  date_created: 2024-01-02T09:34:27Z
  date_updated: 2024-01-02T09:34:27Z
  file_id: '14725'
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  file_size: 7469177
  relation: main_file
  success: 1
file_date_updated: 2024-01-02T09:34:27Z
has_accepted_license: '1'
intvolume: '        42'
isi: 1
issue: '4'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Generalizing shallow water simulations with dispersive surface waves
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2023'
...
---
_id: '14628'
abstract:
- lang: eng
  text: We introduce a compact, intuitive procedural graph representation for cellular
    metamaterials, which are small-scale, tileable structures that can be architected
    to exhibit many useful material properties. Because the structures’ “architectures”
    vary widely—with elements such as beams, thin shells, and solid bulks—it is difficult
    to explore them using existing representations. Generic approaches like voxel
    grids are versatile, but it is cumbersome to represent and edit individual structures;
    architecture-specific approaches address these issues, but are incompatible with
    one another. By contrast, our procedural graph succinctly represents the construction
    process for any structure using a simple skeleton annotated with spatially varying
    thickness. To express the highly constrained triply periodic minimal surfaces
    (TPMS) in this manner, we present the first fully automated version of the conjugate
    surface construction method, which allows novices to create complex TPMS from
    intuitive input. We demonstrate our representation’s expressiveness, accuracy,
    and compactness by constructing a wide range of established structures and hundreds
    of novel structures with diverse architectures and material properties. We also
    conduct a user study to verify our representation’s ease-of-use and ability to
    expand engineers’ capacity for exploration.
acknowledgement: "The authors thank Mina Konaković Luković and Michael Foshey for
  their early contributions to this project, David Palmer and Paul Zhang for their
  insightful discussions about minimal surfaces and the CSCM, Julian Panetta for providing
  the Elastic Textures code, and Hannes Hergeth for his feedback and support. We also
  thank our user study participants and anonymous reviewers.\r\nThis material is based
  upon work supported by the National Science Foundation\r\n(NSF) Graduate Research
  Fellowship under Grant No. 2141064; the MIT Morningside\r\nAcademy for Design Fellowship;
  the Defense Advanced Research Projects Agency\r\n(DARPA) Grant No. FA8750-20-C-0075;
  the ERC Consolidator Grant No. 101045083,\r\n“CoDiNA: Computational Discovery of
  Numerical Algorithms for Animation and Simulation of Natural Phenomena”; and the
  NewSat project, which is co-funded by the Operational Program for Competitiveness
  and Internationalisation (COMPETE2020), Portugal 2020, the European Regional Development
  Fund (ERDF), and the Portuguese Foundation for Science and Technology (FTC) under
  the MIT Portugal program."
article_number: '168'
article_processing_charge: Yes (in subscription journal)
article_type: original
author:
- first_name: Liane
  full_name: Makatura, Liane
  last_name: Makatura
- first_name: Bohan
  full_name: Wang, Bohan
  last_name: Wang
- first_name: Yi-Lu
  full_name: Chen, Yi-Lu
  id: 0b467602-dbcd-11ea-9d1d-ed480aa46b70
  last_name: Chen
- first_name: Bolei
  full_name: Deng, Bolei
  last_name: Deng
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
- first_name: Wojciech
  full_name: Matusik, Wojciech
  last_name: Matusik
citation:
  ama: 'Makatura L, Wang B, Chen Y-L, et al. Procedural metamaterials: A unified procedural
    graph for metamaterial design. <i>ACM Transactions on Graphics</i>. 2023;42(5).
    doi:<a href="https://doi.org/10.1145/3605389">10.1145/3605389</a>'
  apa: 'Makatura, L., Wang, B., Chen, Y.-L., Deng, B., Wojtan, C., Bickel, B., &#38;
    Matusik, W. (2023). Procedural metamaterials: A unified procedural graph for metamaterial
    design. <i>ACM Transactions on Graphics</i>. Association for Computing Machinery.
    <a href="https://doi.org/10.1145/3605389">https://doi.org/10.1145/3605389</a>'
  chicago: 'Makatura, Liane, Bohan Wang, Yi-Lu Chen, Bolei Deng, Chris Wojtan, Bernd
    Bickel, and Wojciech Matusik. “Procedural Metamaterials: A Unified Procedural
    Graph for Metamaterial Design.” <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery, 2023. <a href="https://doi.org/10.1145/3605389">https://doi.org/10.1145/3605389</a>.'
  ieee: 'L. Makatura <i>et al.</i>, “Procedural metamaterials: A unified procedural
    graph for metamaterial design,” <i>ACM Transactions on Graphics</i>, vol. 42,
    no. 5. Association for Computing Machinery, 2023.'
  ista: 'Makatura L, Wang B, Chen Y-L, Deng B, Wojtan C, Bickel B, Matusik W. 2023.
    Procedural metamaterials: A unified procedural graph for metamaterial design.
    ACM Transactions on Graphics. 42(5), 168.'
  mla: 'Makatura, Liane, et al. “Procedural Metamaterials: A Unified Procedural Graph
    for Metamaterial Design.” <i>ACM Transactions on Graphics</i>, vol. 42, no. 5,
    168, Association for Computing Machinery, 2023, doi:<a href="https://doi.org/10.1145/3605389">10.1145/3605389</a>.'
  short: L. Makatura, B. Wang, Y.-L. Chen, B. Deng, C. Wojtan, B. Bickel, W. Matusik,
    ACM Transactions on Graphics 42 (2023).
date_created: 2023-11-29T15:02:03Z
date_published: 2023-10-01T00:00:00Z
date_updated: 2025-09-09T13:33:58Z
day: '01'
ddc:
- '531'
- '006'
department:
- _id: GradSch
- _id: ChWo
- _id: BeBi
doi: 10.1145/3605389
external_id:
  isi:
  - '001086833300007'
file:
- access_level: open_access
  checksum: 0192f597d7a2ceaf89baddfd6190d4c8
  content_type: application/zip
  creator: yichen
  date_created: 2023-11-29T15:16:01Z
  date_updated: 2023-11-29T15:16:01Z
  file_id: '14630'
  file_name: tog-22-0089-File004.zip
  file_size: 95467870
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  success: 1
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  creator: yichen
  date_created: 2023-11-29T15:16:01Z
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  creator: dernst
  date_created: 2023-12-04T08:04:14Z
  date_updated: 2023-12-04T08:04:14Z
  file_id: '14638'
  file_name: 2023_ACMToG_Makatura.pdf
  file_size: 57067476
  relation: main_file
  success: 1
file_date_updated: 2023-12-04T08:04:14Z
has_accepted_license: '1'
intvolume: '        42'
isi: 1
issue: '5'
keyword:
- Computer Graphics and Computer-Aided Design
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Procedural metamaterials: A unified procedural graph for metamaterial design'
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 42
year: '2023'
...
---
_id: '12984'
abstract:
- lang: eng
  text: Tattoos are a highly popular medium, with both artistic and medical applications.
    Although the mechanical process of tattoo application has evolved historically,
    the results are reliant on the artisanal skill of the artist. This can be especially
    challenging for some skin tones, or in cases where artists lack experience. We
    provide the first systematic overview of tattooing as a computational fabrication
    technique. We built an automated tattooing rig and a recipe for the creation of
    silicone sheets mimicking realistic skin tones, which allowed us to create an
    accurate model predicting tattoo appearance. This enables several exciting applications
    including tattoo previewing, color retargeting, novel ink spectra optimization,
    color-accurate prosthetics, and more.
acknowledged_ssus:
- _id: M-Shop
acknowledgement: We thank Todor Asenov and the Miba Machine Shop for their help in
  assembling the tattoo machine and manufacturing the substrates. We thank Geysler
  Rodrigues for the insightful discussions on tattooing practices from a professional
  artist's perspective. We thank Maria Fernanda Portugal for sharing a doctor's perspective
  on medical applications of tattoos. This work is graciously supported by the FWF
  Lise Meitner (Grant M 3319).
article_number: '67'
article_processing_charge: Yes (via OA deal)
article_type: original
author:
- first_name: Michael
  full_name: Piovarci, Michael
  id: 62E473F4-5C99-11EA-A40E-AF823DDC885E
  last_name: Piovarci
  orcid: 0000-0002-5062-4474
- first_name: Alexandre
  full_name: Chapiro, Alexandre
  last_name: Chapiro
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
citation:
  ama: 'Piovarci M, Chapiro A, Bickel B. Skin-Screen: A computational fabrication
    framework for color tattoos. <i>ACM Transactions on Graphics</i>. 2023;42(4).
    doi:<a href="https://doi.org/10.1145/3592432">10.1145/3592432</a>'
  apa: 'Piovarci, M., Chapiro, A., &#38; Bickel, B. (2023). Skin-Screen: A computational
    fabrication framework for color tattoos. <i>ACM Transactions on Graphics</i>.
    Los Angeles, CA, United States: Association for Computing Machinery. <a href="https://doi.org/10.1145/3592432">https://doi.org/10.1145/3592432</a>'
  chicago: 'Piovarci, Michael, Alexandre Chapiro, and Bernd Bickel. “Skin-Screen:
    A Computational Fabrication Framework for Color Tattoos.” <i>ACM Transactions
    on Graphics</i>. Association for Computing Machinery, 2023. <a href="https://doi.org/10.1145/3592432">https://doi.org/10.1145/3592432</a>.'
  ieee: 'M. Piovarci, A. Chapiro, and B. Bickel, “Skin-Screen: A computational fabrication
    framework for color tattoos,” <i>ACM Transactions on Graphics</i>, vol. 42, no.
    4. Association for Computing Machinery, 2023.'
  ista: 'Piovarci M, Chapiro A, Bickel B. 2023. Skin-Screen: A computational fabrication
    framework for color tattoos. ACM Transactions on Graphics. 42(4), 67.'
  mla: 'Piovarci, Michael, et al. “Skin-Screen: A Computational Fabrication Framework
    for Color Tattoos.” <i>ACM Transactions on Graphics</i>, vol. 42, no. 4, 67, Association
    for Computing Machinery, 2023, doi:<a href="https://doi.org/10.1145/3592432">10.1145/3592432</a>.'
  short: M. Piovarci, A. Chapiro, B. Bickel, ACM Transactions on Graphics 42 (2023).
conference:
  end_date: 2023-08-10
  location: Los Angeles, CA, United States
  name: 'SIGGRAPH: Computer Graphics and Interactive Techniques Conference'
  start_date: 2023-08-06
corr_author: '1'
date_created: 2023-05-16T09:39:14Z
date_published: 2023-07-26T00:00:00Z
date_updated: 2025-04-15T07:43:53Z
day: '26'
ddc:
- '004'
department:
- _id: BeBi
doi: 10.1145/3592432
external_id:
  isi:
  - '001044671300033'
file:
- access_level: open_access
  checksum: 5f0a6867689e025a661bd0b4fd90b821
  content_type: application/pdf
  creator: mpiovarc
  date_created: 2023-05-16T09:38:25Z
  date_updated: 2023-05-16T09:38:25Z
  file_id: '12985'
  file_name: Piovarci2023.pdf
  file_size: 30817343
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 6dd371de5b517e5f184f9c2cbea4b8b3
  content_type: application/pdf
  creator: dernst
  date_created: 2024-04-16T05:52:18Z
  date_updated: 2024-04-16T05:52:18Z
  file_id: '15324'
  file_name: 2023_ACM_Piovarci.pdf
  file_size: 30281676
  relation: main_file
  success: 1
file_date_updated: 2024-04-16T05:52:18Z
has_accepted_license: '1'
intvolume: '        42'
isi: 1
issue: '4'
keyword:
- appearance
- modeling
- reproduction
- tattoo
- skin color
- gamut mapping
- ink-optimization
- prosthetic
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: eb901961-77a9-11ec-83b8-f5c883a62027
  grant_number: M03319
  name: Perception-Aware Appearance Fabrication
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Skin-Screen: A computational fabrication framework for color tattoos'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2023'
...
---
_id: '13049'
abstract:
- lang: eng
  text: "We propose a computational design approach for covering a surface with individually
    addressable RGB LEDs, effectively forming a low-resolution surface screen. To
    achieve a low-cost and scalable approach, we propose creating designs from flat
    PCB panels bent in-place along the surface of a 3D printed core. Working with
    standard rigid PCBs enables the use of\r\nestablished PCB manufacturing services,
    allowing the fabrication of designs with several hundred LEDs. \r\nOur approach
    optimizes the PCB geometry for folding, and then jointly optimizes the LED packing,
    circuit and routing, solving a challenging layout problem under strict manufacturing
    requirements. Unlike paper, PCBs cannot bend beyond a certain point without breaking.
    Therefore, we introduce parametric cut patterns acting as hinges, designed to
    allow bending while remaining compact. To tackle the joint optimization of placement,
    circuit and routing, we propose a specialized algorithm that splits the global
    problem into one sub-problem per triangle, which is then individually solved.\r\nOur
    technique generates PCB blueprints in a completely automated way. After being
    fabricated by a PCB manufacturing service, the boards are bent and glued by the
    user onto the 3D printed support. We demonstrate our technique on a range of physical
    models and virtual examples, creating intricate surface light patterns from hundreds
    of LEDs."
acknowledged_ssus:
- _id: M-Shop
acknowledgement: We thank the reviewers for the valuable feedback. We also thank the
  Miba Machine Shop at ISTA, PCBWay, and PragoBoard for helping us with fabrication
  and assembly. This project was supported by the European Research Council (ERC)
  under the European Union’s Horizon 2020 research and innovation program (Grant Agreement
  No. 715767 – MATERIALIZABLE).
article_number: '142'
article_processing_charge: No
article_type: original
author:
- first_name: Marco
  full_name: Freire, Marco
  last_name: Freire
- first_name: Manas
  full_name: Bhargava, Manas
  id: FF8FA64C-AA6A-11E9-99AD-50D4E5697425
  last_name: Bhargava
  orcid: 0009-0007-6138-6890
- first_name: Camille
  full_name: Schreck, Camille
  id: 2B14B676-F248-11E8-B48F-1D18A9856A87
  last_name: Schreck
- first_name: Pierre-Alexandre
  full_name: Hugron, Pierre-Alexandre
  last_name: Hugron
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
- first_name: Sylvain
  full_name: Lefebvre, Sylvain
  last_name: Lefebvre
citation:
  ama: 'Freire M, Bhargava M, Schreck C, Hugron P-A, Bickel B, Lefebvre S. PCBend:
    Light up your 3D shapes with foldable circuit boards. <i>Transactions on Graphics</i>.
    2023;42(4). doi:<a href="https://doi.org/10.1145/3592411">10.1145/3592411</a>'
  apa: 'Freire, M., Bhargava, M., Schreck, C., Hugron, P.-A., Bickel, B., &#38; Lefebvre,
    S. (2023). PCBend: Light up your 3D shapes with foldable circuit boards. <i>Transactions
    on Graphics</i>. Los Angeles, CA, United States: Association for Computing Machinery.
    <a href="https://doi.org/10.1145/3592411">https://doi.org/10.1145/3592411</a>'
  chicago: 'Freire, Marco, Manas Bhargava, Camille Schreck, Pierre-Alexandre Hugron,
    Bernd Bickel, and Sylvain Lefebvre. “PCBend: Light up Your 3D Shapes with Foldable
    Circuit Boards.” <i>Transactions on Graphics</i>. Association for Computing Machinery,
    2023. <a href="https://doi.org/10.1145/3592411">https://doi.org/10.1145/3592411</a>.'
  ieee: 'M. Freire, M. Bhargava, C. Schreck, P.-A. Hugron, B. Bickel, and S. Lefebvre,
    “PCBend: Light up your 3D shapes with foldable circuit boards,” <i>Transactions
    on Graphics</i>, vol. 42, no. 4. Association for Computing Machinery, 2023.'
  ista: 'Freire M, Bhargava M, Schreck C, Hugron P-A, Bickel B, Lefebvre S. 2023.
    PCBend: Light up your 3D shapes with foldable circuit boards. Transactions on
    Graphics. 42(4), 142.'
  mla: 'Freire, Marco, et al. “PCBend: Light up Your 3D Shapes with Foldable Circuit
    Boards.” <i>Transactions on Graphics</i>, vol. 42, no. 4, 142, Association for
    Computing Machinery, 2023, doi:<a href="https://doi.org/10.1145/3592411">10.1145/3592411</a>.'
  short: M. Freire, M. Bhargava, C. Schreck, P.-A. Hugron, B. Bickel, S. Lefebvre,
    Transactions on Graphics 42 (2023).
conference:
  end_date: 2023-08-10
  location: Los Angeles, CA, United States
  name: 'SIGGRAPH: Computer Graphics and Interactive Techniques Conference'
  start_date: 2023-08-06
corr_author: '1'
date_created: 2023-05-22T08:37:04Z
date_published: 2023-07-26T00:00:00Z
date_updated: 2025-09-12T12:18:50Z
day: '26'
ddc:
- '006'
department:
- _id: GradSch
- _id: BeBi
doi: 10.1145/3592411
ec_funded: 1
external_id:
  isi:
  - '001044671300108'
file:
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  content_type: application/pdf
  creator: dernst
  date_created: 2023-06-19T11:02:23Z
  date_updated: 2023-06-19T11:02:23Z
  file_id: '13156'
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  date_created: 2023-06-20T12:20:51Z
  date_updated: 2023-06-20T12:20:51Z
  file_id: '13157'
  file_name: 2023_ACMToG_SuppMaterial_Freire.pdf
  file_size: 34345905
  relation: main_file
  success: 1
file_date_updated: 2023-06-20T12:20:51Z
has_accepted_license: '1'
intvolume: '        42'
isi: 1
issue: '4'
keyword:
- PCB design and layout
- Mesh geometry models
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
project:
- _id: 24F9549A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715767'
  name: 'MATERIALIZABLE: Intelligent fabrication-oriented Computational Design and
    Modeling'
publication: Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  record:
  - id: '20276'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: 'PCBend: Light up your 3D shapes with foldable circuit boards'
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 42
year: '2023'
...
---
_id: '13265'
abstract:
- lang: eng
  text: In this study, we propose a computational framework for optimizing the continuity
    of the toolpath in fabricating surface models on an extrusion-based 3D printer.
    Toolpath continuity is a critical issue that influences both the quality and the
    efficiency of extrusion-based fabrication. Transfer moves lead to rough and bumpy
    surfaces, where this phenomenon worsens for materials with large viscosity, like
    clay. The effects of continuity on the surface models are even more severe in
    terms of the quality of the surface and the stability of the model. We introduce
    a criterion called the one–path patch (OPP) to represent a patch on the surface
    of the shell that can be traversed along one path by considering the constraints
    on fabrication. We study the properties of the OPPs and their merging operations
    to propose a bottom-up OPP merging procedure to decompose the given shell surface
    into a minimal number of OPPs, and to generate the “as-continuous-as-possible”
    (ACAP) toolpath. Furthermore, we augment the path planning algorithm with a curved-layer
    printing scheme that reduces staircase defects and improves the continuity of
    the toolpath by connecting multiple segments. We evaluated the ACAP algorithm
    on ceramic and thermoplastic materials, and the results showed that it improves
    the fabrication of surface models in terms of both efficiency and surface quality.
acknowledgement: 'This work was supported in part by grants from the NSFC (61972232),
  Science and Technology Program of Shenzhen, China (CJGJZD20200617102202007). '
article_number: '26'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Fanchao
  full_name: Zhong, Fanchao
  last_name: Zhong
- first_name: Yonglai
  full_name: Xu, Yonglai
  last_name: Xu
- first_name: Haisen
  full_name: Zhao, Haisen
  id: fb7f793a-80d1-11eb-8869-d56e5b2a8ff4
  last_name: Zhao
  orcid: 0000-0002-6389-1045
- first_name: Lin
  full_name: Lu, Lin
  last_name: Lu
citation:
  ama: Zhong F, Xu Y, Zhao H, Lu L. As-Continuous-As-Possible extrusion-based fabrication
    of surface models. <i>ACM Transactions on Graphics</i>. 2023;42(3). doi:<a href="https://doi.org/10.1145/3575859">10.1145/3575859</a>
  apa: Zhong, F., Xu, Y., Zhao, H., &#38; Lu, L. (2023). As-Continuous-As-Possible
    extrusion-based fabrication of surface models. <i>ACM Transactions on Graphics</i>.
    Association for Computing Machinery. <a href="https://doi.org/10.1145/3575859">https://doi.org/10.1145/3575859</a>
  chicago: Zhong, Fanchao, Yonglai Xu, Haisen Zhao, and Lin Lu. “As-Continuous-As-Possible
    Extrusion-Based Fabrication of Surface Models.” <i>ACM Transactions on Graphics</i>.
    Association for Computing Machinery, 2023. <a href="https://doi.org/10.1145/3575859">https://doi.org/10.1145/3575859</a>.
  ieee: F. Zhong, Y. Xu, H. Zhao, and L. Lu, “As-Continuous-As-Possible extrusion-based
    fabrication of surface models,” <i>ACM Transactions on Graphics</i>, vol. 42,
    no. 3. Association for Computing Machinery, 2023.
  ista: Zhong F, Xu Y, Zhao H, Lu L. 2023. As-Continuous-As-Possible extrusion-based
    fabrication of surface models. ACM Transactions on Graphics. 42(3), 26.
  mla: Zhong, Fanchao, et al. “As-Continuous-As-Possible Extrusion-Based Fabrication
    of Surface Models.” <i>ACM Transactions on Graphics</i>, vol. 42, no. 3, 26, Association
    for Computing Machinery, 2023, doi:<a href="https://doi.org/10.1145/3575859">10.1145/3575859</a>.
  short: F. Zhong, Y. Xu, H. Zhao, L. Lu, ACM Transactions on Graphics 42 (2023).
date_created: 2023-07-23T22:01:13Z
date_published: 2023-03-17T00:00:00Z
date_updated: 2023-12-13T11:34:59Z
day: '17'
department:
- _id: BeBi
doi: 10.1145/3575859
external_id:
  arxiv:
  - '2201.02374'
  isi:
  - '001018739600002'
intvolume: '        42'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2201.02374
month: '03'
oa: 1
oa_version: Preprint
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: As-Continuous-As-Possible extrusion-based fabrication of surface models
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2023'
...
---
_id: '17379'
abstract:
- lang: eng
  text: "We introduce a computational pipeline for simulating and designing C-shells,
    a new class of planar-to-spatial deployable linkage structures. A C-shell is composed
    of curved flexible beams connected at rotational joints that can be assembled
    in a stress-free planar configuration. When actuated, the elastic beams deform
    and the assembly deploys towards the target 3D shape.\r\nWe propose two alternative
    computational design approaches for C-shells: (i) Forward exploration simulates
    the deployed shape from a planar beam layout provided by the user. Once a satisfactory
    overall shape is found, a subsequent design optimization adapts the beam geometry
    to reduce the elastic energy of the linkage while preserving the target shape.
    (ii) Inverse design is facilitated by a new geometric flattening method that takes
    a design surface as input and computes an initial layout of piecewise straight
    linkage beams. Our design optimization algorithm then calculates the smooth curved
    beams to best reproduce the target shape at minimal elastic energy.\r\nWe find
    that C-shells offer a rich space for design and show several studies that highlight
    new shape topologies that cannot be achieved with existing deployable linkage
    structures."
article_number: '173'
article_processing_charge: No
article_type: original
author:
- first_name: Quentin
  full_name: Becker, Quentin
  last_name: Becker
- first_name: Seiichi
  full_name: Suzuki, Seiichi
  last_name: Suzuki
- first_name: Yingying
  full_name: Ren, Yingying
  id: 93d68d10-3540-11ef-a265-f748a50dba3d
  last_name: Ren
- first_name: Davide
  full_name: Pellis, Davide
  last_name: Pellis
- first_name: Julian
  full_name: Panetta, Julian
  last_name: Panetta
- first_name: Mark
  full_name: Pauly, Mark
  last_name: Pauly
citation:
  ama: 'Becker Q, Suzuki S, Ren Y, Pellis D, Panetta J, Pauly M. C-shells: Deployable
    gridshells with curved beams. <i>ACM Transactions on Graphics</i>. 2023;42(6).
    doi:<a href="https://doi.org/10.1145/3618366">10.1145/3618366</a>'
  apa: 'Becker, Q., Suzuki, S., Ren, Y., Pellis, D., Panetta, J., &#38; Pauly, M.
    (2023). C-shells: Deployable gridshells with curved beams. <i>ACM Transactions
    on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3618366">https://doi.org/10.1145/3618366</a>'
  chicago: 'Becker, Quentin, Seiichi Suzuki, Yingying Ren, Davide Pellis, Julian Panetta,
    and Mark Pauly. “C-Shells: Deployable Gridshells with Curved Beams.” <i>ACM Transactions
    on Graphics</i>. Association for Computing Machinery, 2023. <a href="https://doi.org/10.1145/3618366">https://doi.org/10.1145/3618366</a>.'
  ieee: 'Q. Becker, S. Suzuki, Y. Ren, D. Pellis, J. Panetta, and M. Pauly, “C-shells:
    Deployable gridshells with curved beams,” <i>ACM Transactions on Graphics</i>,
    vol. 42, no. 6. Association for Computing Machinery, 2023.'
  ista: 'Becker Q, Suzuki S, Ren Y, Pellis D, Panetta J, Pauly M. 2023. C-shells:
    Deployable gridshells with curved beams. ACM Transactions on Graphics. 42(6),
    173.'
  mla: 'Becker, Quentin, et al. “C-Shells: Deployable Gridshells with Curved Beams.”
    <i>ACM Transactions on Graphics</i>, vol. 42, no. 6, 173, Association for Computing
    Machinery, 2023, doi:<a href="https://doi.org/10.1145/3618366">10.1145/3618366</a>.'
  short: Q. Becker, S. Suzuki, Y. Ren, D. Pellis, J. Panetta, M. Pauly, ACM Transactions
    on Graphics 42 (2023).
date_created: 2024-08-05T06:15:06Z
date_published: 2023-12-05T00:00:00Z
date_updated: 2024-08-12T09:56:32Z
day: '05'
doi: 10.1145/3618366
extern: '1'
intvolume: '        42'
issue: '6'
language:
- iso: eng
month: '12'
oa_version: None
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'C-shells: Deployable gridshells with curved beams'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2023'
...
---
_id: '17381'
abstract:
- lang: eng
  text: We present an algorithmic approach to discover, study, and design multistable
    elastic knots. Elastic knots are physical realizations of closed curves embedded
    in 3-space. When endowed with the material thickness and bending resistance of
    a physical wire, these knots settle into equilibrium states that balance the forces
    induced by elastic deformation and self-contacts of the wire. In general, elastic
    knots can have many distinct equilibrium states, i.e. they are multistable mechanical
    systems. We propose a computational pipeline that combines randomized spatial
    sampling and physics simulation to efficiently find stable equilibrium states
    of elastic knots. Leveraging results from knot theory, we run our pipeline on
    thousands of different topological knot types to create an extensive data set
    of multistable knots. By applying a series of filters to this data, we discover
    new transformable knots with interesting geometric and physical properties. A
    further analysis across knot types reveals geometric and topological patterns,
    yielding constructive principles that generalize beyond the currently tabulated
    knot types. We show how multistable elastic knots can be used to design novel
    deployable structures and engaging recreational puzzles. Several physical prototypes
    at different scales highlight these applications and validate our simulation.
article_number: '73'
article_processing_charge: No
article_type: original
author:
- first_name: Michele
  full_name: Vidulis, Michele
  last_name: Vidulis
- first_name: Yingying
  full_name: Ren, Yingying
  id: 93d68d10-3540-11ef-a265-f748a50dba3d
  last_name: Ren
- first_name: Julian
  full_name: Panetta, Julian
  last_name: Panetta
- first_name: Eitan
  full_name: Grinspun, Eitan
  last_name: Grinspun
- first_name: Mark
  full_name: Pauly, Mark
  last_name: Pauly
citation:
  ama: Vidulis M, Ren Y, Panetta J, Grinspun E, Pauly M. Computational exploration
    of multistable elastic knots. <i>ACM Transactions on Graphics</i>. 2023;42(4).
    doi:<a href="https://doi.org/10.1145/3592399">10.1145/3592399</a>
  apa: Vidulis, M., Ren, Y., Panetta, J., Grinspun, E., &#38; Pauly, M. (2023). Computational
    exploration of multistable elastic knots. <i>ACM Transactions on Graphics</i>.
    Association for Computing Machinery. <a href="https://doi.org/10.1145/3592399">https://doi.org/10.1145/3592399</a>
  chicago: Vidulis, Michele, Yingying Ren, Julian Panetta, Eitan Grinspun, and Mark
    Pauly. “Computational Exploration of Multistable Elastic Knots.” <i>ACM Transactions
    on Graphics</i>. Association for Computing Machinery, 2023. <a href="https://doi.org/10.1145/3592399">https://doi.org/10.1145/3592399</a>.
  ieee: M. Vidulis, Y. Ren, J. Panetta, E. Grinspun, and M. Pauly, “Computational
    exploration of multistable elastic knots,” <i>ACM Transactions on Graphics</i>,
    vol. 42, no. 4. Association for Computing Machinery, 2023.
  ista: Vidulis M, Ren Y, Panetta J, Grinspun E, Pauly M. 2023. Computational exploration
    of multistable elastic knots. ACM Transactions on Graphics. 42(4), 73.
  mla: Vidulis, Michele, et al. “Computational Exploration of Multistable Elastic
    Knots.” <i>ACM Transactions on Graphics</i>, vol. 42, no. 4, 73, Association for
    Computing Machinery, 2023, doi:<a href="https://doi.org/10.1145/3592399">10.1145/3592399</a>.
  short: M. Vidulis, Y. Ren, J. Panetta, E. Grinspun, M. Pauly, ACM Transactions on
    Graphics 42 (2023).
date_created: 2024-08-05T06:29:22Z
date_published: 2023-08-01T00:00:00Z
date_updated: 2024-08-12T09:48:36Z
day: '01'
doi: 10.1145/3592399
extern: '1'
intvolume: '        42'
issue: '4'
language:
- iso: eng
month: '08'
oa_version: None
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Computational exploration of multistable elastic knots
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2023'
...
---
_id: '13188'
abstract:
- lang: eng
  text: "The Kirchhoff rod model describes the bending and twisting of slender elastic
    rods in three dimensions, and has been widely studied to enable the prediction
    of how a rod will deform, given its geometry and boundary conditions. In this
    work, we study a number of inverse problems with the goal of computing the geometry
    of a straight rod that will automatically deform to match a curved target shape
    after attaching its endpoints to a support structure. Our solution lets us finely
    control the static equilibrium state of a rod by varying the cross-sectional profiles
    along its length.\r\nWe also show that the set of physically realizable equilibrium
    states admits a concise geometric description in terms of linear line complexes,
    which leads to very efficient computational design algorithms. Implemented in
    an interactive software tool, they allow us to convert three-dimensional hand-drawn
    spline curves to elastic rods, and give feedback about the feasibility and practicality
    of a design in real time. We demonstrate the efficacy of our method by designing
    and manufacturing several physical prototypes with applications to interior design
    and soft robotics."
acknowledged_ssus:
- _id: M-Shop
acknowledgement: We thank the anonymous reviewers for their generous feedback, and
  Julian Fischer for his help in proving Proposition 1. This project has received
  funding from the European Research Council (ERC) under the European Union’s Horizon
  2020 research and innovation programme (grant agreement No. 715767).
article_number: '171'
article_processing_charge: No
article_type: original
author:
- first_name: Christian
  full_name: Hafner, Christian
  id: 400429CC-F248-11E8-B48F-1D18A9856A87
  last_name: Hafner
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
citation:
  ama: Hafner C, Bickel B. The design space of Kirchhoff rods. <i>ACM Transactions
    on Graphics</i>. 2023;42(5). doi:<a href="https://doi.org/10.1145/3606033">10.1145/3606033</a>
  apa: Hafner, C., &#38; Bickel, B. (2023). The design space of Kirchhoff rods. <i>ACM
    Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3606033">https://doi.org/10.1145/3606033</a>
  chicago: Hafner, Christian, and Bernd Bickel. “The Design Space of Kirchhoff Rods.”
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery, 2023.
    <a href="https://doi.org/10.1145/3606033">https://doi.org/10.1145/3606033</a>.
  ieee: C. Hafner and B. Bickel, “The design space of Kirchhoff rods,” <i>ACM Transactions
    on Graphics</i>, vol. 42, no. 5. Association for Computing Machinery, 2023.
  ista: Hafner C, Bickel B. 2023. The design space of Kirchhoff rods. ACM Transactions
    on Graphics. 42(5), 171.
  mla: Hafner, Christian, and Bernd Bickel. “The Design Space of Kirchhoff Rods.”
    <i>ACM Transactions on Graphics</i>, vol. 42, no. 5, 171, Association for Computing
    Machinery, 2023, doi:<a href="https://doi.org/10.1145/3606033">10.1145/3606033</a>.
  short: C. Hafner, B. Bickel, ACM Transactions on Graphics 42 (2023).
corr_author: '1'
date_created: 2023-07-04T07:41:30Z
date_published: 2023-09-20T00:00:00Z
date_updated: 2026-04-02T22:30:19Z
day: '20'
ddc:
- '516'
department:
- _id: BeBi
doi: 10.1145/3606033
ec_funded: 1
external_id:
  isi:
  - '001086833300010'
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  creator: chafner
  date_created: 2023-07-04T08:11:28Z
  date_updated: 2023-07-04T08:11:28Z
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  date_created: 2023-07-04T07:46:28Z
  date_updated: 2023-07-04T07:46:28Z
  file_id: '13190'
  file_name: supp-main.pdf
  file_size: 420909
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  title: Supplemental Material with Proofs
- access_level: open_access
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  content_type: application/pdf
  creator: chafner
  date_created: 2023-07-04T07:46:30Z
  date_updated: 2023-07-04T07:46:30Z
  file_id: '13191'
  file_name: supp-cheat.pdf
  file_size: 430086
  relation: supplementary_material
  title: Cheat Sheet for Notation
- access_level: open_access
  checksum: c0fd9a57d012046de90c185ffa904b76
  content_type: video/mp4
  creator: chafner
  date_created: 2023-07-04T07:46:39Z
  date_updated: 2023-07-04T07:46:39Z
  file_id: '13192'
  file_name: kirchhoff-video-final.mp4
  file_size: 268088064
  relation: supplementary_material
  title: Supplemental Video
- access_level: open_access
  checksum: 71b00712b489ada2cd9815910ee180a9
  content_type: application/x-zip-compressed
  creator: chafner
  date_created: 2023-07-04T07:47:10Z
  date_updated: 2023-07-04T07:47:10Z
  file_id: '13193'
  file_name: matlab-submission.zip
  file_size: 25790
  relation: supplementary_material
  title: Matlab Source Code with Example
file_date_updated: 2023-07-04T08:11:28Z
has_accepted_license: '1'
intvolume: '        42'
isi: 1
issue: '5'
keyword:
- Computer Graphics
- Computational Design
- Computational Geometry
- Shape Modeling
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
project:
- _id: 24F9549A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715767'
  name: 'MATERIALIZABLE: Intelligent fabrication-oriented Computational Design and
    Modeling'
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  record:
  - id: '12897'
    relation: part_of_dissertation
    status: public
scopus_import: '1'
status: public
title: The design space of Kirchhoff rods
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 42
year: '2023'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '11442'
abstract:
- lang: eng
  text: "Enabling additive manufacturing to employ a wide range of novel, functional
    materials can be a major boost to this technology. However, making such materials
    printable requires painstaking trial-and-error by an expert operator,\r\nas they
    typically tend to exhibit peculiar rheological or hysteresis properties. Even
    in the case of successfully finding the process parameters, there is no guarantee
    of print-to-print consistency due to material differences between batches. These
    challenges make closed-loop feedback an attractive option where the process parameters
    are adjusted on-the-fly. There are several challenges for designing an efficient
    controller: the deposition parameters are complex and highly coupled, artifacts
    occur after long time horizons, simulating the deposition is computationally costly,
    and learning on hardware is intractable. In this work, we demonstrate the feasibility
    of learning a closed-loop control policy for additive manufacturing using reinforcement
    learning. We show that approximate, but efficient, numerical simulation is\r\nsufficient
    as long as it allows learning the behavioral patterns of deposition that translate
    to real-world experiences. In combination with reinforcement learning, our model
    can be used to discover control policies that outperform\r\nbaseline controllers.
    Furthermore, the recovered policies have a minimal sim-to-real gap. We showcase
    this by applying our control policy in-vivo on a single-layer, direct ink writing
    printer. "
acknowledgement: "This work is graciously supported by the following grant agencies:
  FWF Lise Meitner (Grant M 3319), SNSF (Grant 200502), ERC Starting Grant (MATERIALIZABLE-715767),
  NSF (Grant IIS-181507).\r\n"
article_number: '112'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Michael
  full_name: Piovarci, Michael
  id: 62E473F4-5C99-11EA-A40E-AF823DDC885E
  last_name: Piovarci
  orcid: 0000-0002-5062-4474
- first_name: Michael
  full_name: Foshey, Michael
  last_name: Foshey
- first_name: Jie
  full_name: Xu, Jie
  last_name: Xu
- first_name: Timothy
  full_name: Erps, Timothy
  last_name: Erps
- first_name: Vahid
  full_name: Babaei, Vahid
  last_name: Babaei
- first_name: Piotr
  full_name: Didyk, Piotr
  last_name: Didyk
- first_name: Szymon
  full_name: Rusinkiewicz, Szymon
  last_name: Rusinkiewicz
- first_name: Wojciech
  full_name: Matusik, Wojciech
  last_name: Matusik
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
citation:
  ama: Piovarci M, Foshey M, Xu J, et al. Closed-loop control of direct ink writing
    via reinforcement learning. <i>ACM Transactions on Graphics</i>. 2022;41(4). doi:<a
    href="https://doi.org/10.1145/3528223.3530144">10.1145/3528223.3530144</a>
  apa: Piovarci, M., Foshey, M., Xu, J., Erps, T., Babaei, V., Didyk, P., … Bickel,
    B. (2022). Closed-loop control of direct ink writing via reinforcement learning.
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3528223.3530144">https://doi.org/10.1145/3528223.3530144</a>
  chicago: Piovarci, Michael, Michael Foshey, Jie Xu, Timothy Erps, Vahid Babaei,
    Piotr Didyk, Szymon Rusinkiewicz, Wojciech Matusik, and Bernd Bickel. “Closed-Loop
    Control of Direct Ink Writing via Reinforcement Learning.” <i>ACM Transactions
    on Graphics</i>. Association for Computing Machinery, 2022. <a href="https://doi.org/10.1145/3528223.3530144">https://doi.org/10.1145/3528223.3530144</a>.
  ieee: M. Piovarci <i>et al.</i>, “Closed-loop control of direct ink writing via
    reinforcement learning,” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4.
    Association for Computing Machinery, 2022.
  ista: Piovarci M, Foshey M, Xu J, Erps T, Babaei V, Didyk P, Rusinkiewicz S, Matusik
    W, Bickel B. 2022. Closed-loop control of direct ink writing via reinforcement
    learning. ACM Transactions on Graphics. 41(4), 112.
  mla: Piovarci, Michael, et al. “Closed-Loop Control of Direct Ink Writing via Reinforcement
    Learning.” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4, 112, Association
    for Computing Machinery, 2022, doi:<a href="https://doi.org/10.1145/3528223.3530144">10.1145/3528223.3530144</a>.
  short: M. Piovarci, M. Foshey, J. Xu, T. Erps, V. Babaei, P. Didyk, S. Rusinkiewicz,
    W. Matusik, B. Bickel, ACM Transactions on Graphics 41 (2022).
corr_author: '1'
date_created: 2022-06-10T06:41:47Z
date_published: 2022-06-01T00:00:00Z
date_updated: 2025-09-10T09:36:45Z
day: '01'
ddc:
- '000'
department:
- _id: BeBi
doi: 10.1145/3528223.3530144
ec_funded: 1
external_id:
  arxiv:
  - '2201.11819'
  isi:
  - '000830989200091'
file:
- access_level: open_access
  checksum: 27f6fe41c6ff84d50445cc9b0176d45b
  content_type: application/pdf
  creator: dernst
  date_created: 2022-06-28T08:32:58Z
  date_updated: 2022-06-28T08:32:58Z
  file_id: '11467'
  file_name: 2022_ACM_acceptedversion_Piovarci.pdf
  file_size: 33994829
  relation: main_file
  success: 1
file_date_updated: 2022-06-28T08:32:58Z
has_accepted_license: '1'
intvolume: '        41'
isi: 1
issue: '4'
language:
- iso: eng
month: '06'
oa: 1
oa_version: Submitted Version
project:
- _id: eb901961-77a9-11ec-83b8-f5c883a62027
  grant_number: M03319
  name: Perception-Aware Appearance Fabrication
- _id: 24F9549A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715767'
  name: 'MATERIALIZABLE: Intelligent fabrication-oriented Computational Design and
    Modeling'
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/machine-learning-3d-printing-fluids/
scopus_import: '1'
status: public
title: Closed-loop control of direct ink writing via reinforcement learning
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 41
year: '2022'
...
---
_id: '11735'
abstract:
- lang: eng
  text: "Interlocking puzzles are intriguing geometric games where the puzzle pieces
    are held together based on their geometric arrangement, preventing the puzzle
    from falling apart. High-level-of-difficulty, or simply high-level, interlocking
    puzzles are a subclass of interlocking puzzles that require multiple moves to
    take out the first subassembly from the puzzle. Solving a high-level interlocking
    puzzle is a challenging task since one has to explore many different configurations
    of the puzzle pieces until reaching a configuration where the first subassembly
    can be taken out. Designing a high-level interlocking puzzle with a user-specified
    level of difficulty is even harder since the puzzle pieces have to be interlocking
    in all the configurations before the first subassembly is taken out.\r\n\r\nIn
    this paper, we present a computational approach to design high-level interlocking
    puzzles. The core idea is to represent all possible configurations of an interlocking
    puzzle as well as transitions among these configurations using a rooted, undirected
    graph called a disassembly graph and leverage this graph to find a disassembly
    plan that requires a minimal number of moves to take out the first subassembly
    from the puzzle. At the design stage, our algorithm iteratively constructs the
    geometry of each puzzle piece to expand the disassembly graph incrementally, aiming
    to achieve a user-specified level of difficulty. We show that our approach allows
    efficient generation of high-level interlocking puzzles of various shape complexities,
    including new solutions not attainable by state-of-the-art approaches."
acknowledgement: "We thank the reviewers for the valuable comments, David Gontier
  for sharing the source code of the baseline design approach, Christian Hafner for
  proofreading the paper, Keenan Crane for the 3D model of Cow, and Thingiverse for
  the 3D models of Moai and Owl. This work was supported by the SUTD Start-up Research
  Grant (Number: SRG ISTD 2019 148), the Swiss National Science Foundation (NCCR Digital
  Fabrication Agreement #51NF40-141853), and\r\nthe European Research Council (ERC)
  under the European Union’s Horizon 2020 research and innovation programme (Grant
  Agreement No 715767 – MATERIALIZABLE)."
article_number: '150'
article_processing_charge: No
article_type: original
author:
- first_name: Rulin
  full_name: Chen, Rulin
  last_name: Chen
- first_name: Ziqi
  full_name: Wang, Ziqi
  last_name: Wang
- first_name: Peng
  full_name: Song, Peng
  last_name: Song
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
citation:
  ama: Chen R, Wang Z, Song P, Bickel B. Computational design of high-level interlocking
    puzzles. <i>ACM Transactions on Graphics</i>. 2022;41(4). doi:<a href="https://doi.org/10.1145/3528223.3530071">10.1145/3528223.3530071</a>
  apa: Chen, R., Wang, Z., Song, P., &#38; Bickel, B. (2022). Computational design
    of high-level interlocking puzzles. <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery. <a href="https://doi.org/10.1145/3528223.3530071">https://doi.org/10.1145/3528223.3530071</a>
  chicago: Chen, Rulin, Ziqi Wang, Peng Song, and Bernd Bickel. “Computational Design
    of High-Level Interlocking Puzzles.” <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery, 2022. <a href="https://doi.org/10.1145/3528223.3530071">https://doi.org/10.1145/3528223.3530071</a>.
  ieee: R. Chen, Z. Wang, P. Song, and B. Bickel, “Computational design of high-level
    interlocking puzzles,” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4. Association
    for Computing Machinery, 2022.
  ista: Chen R, Wang Z, Song P, Bickel B. 2022. Computational design of high-level
    interlocking puzzles. ACM Transactions on Graphics. 41(4), 150.
  mla: Chen, Rulin, et al. “Computational Design of High-Level Interlocking Puzzles.”
    <i>ACM Transactions on Graphics</i>, vol. 41, no. 4, 150, Association for Computing
    Machinery, 2022, doi:<a href="https://doi.org/10.1145/3528223.3530071">10.1145/3528223.3530071</a>.
  short: R. Chen, Z. Wang, P. Song, B. Bickel, ACM Transactions on Graphics 41 (2022).
date_created: 2022-08-07T22:01:57Z
date_published: 2022-07-22T00:00:00Z
date_updated: 2025-04-14T07:28:57Z
day: '22'
ddc:
- '000'
department:
- _id: BeBi
doi: 10.1145/3528223.3530071
ec_funded: 1
external_id:
  isi:
  - '000830989200018'
file:
- access_level: open_access
  checksum: 0b51651be45b1b33f2072bd5d2686c69
  content_type: application/pdf
  creator: bbickel
  date_created: 2022-08-28T07:56:19Z
  date_updated: 2022-08-28T07:56:19Z
  file_id: '11992'
  file_name: Chen-2022-High-LevelPuzzle_authorVersion.pdf
  file_size: 16896871
  relation: main_file
  success: 1
file_date_updated: 2022-08-28T07:56:19Z
has_accepted_license: '1'
intvolume: '        41'
isi: 1
issue: '4'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Submitted Version
project:
- _id: 24F9549A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715767'
  name: 'MATERIALIZABLE: Intelligent fabrication-oriented Computational Design and
    Modeling'
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/unlocking-interlocking-riddles/
scopus_import: '1'
status: public
title: Computational design of high-level interlocking puzzles
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 41
year: '2022'
...
---
_id: '11736'
abstract:
- lang: eng
  text: "This paper introduces a methodology for inverse-modeling of yarn-level mechanics
    of cloth, based on the mechanical response of fabrics in the real world. We compiled
    a database from physical tests of several different knitted fabrics used in the
    textile industry. These data span different types of complex knit patterns, yarn
    compositions, and fabric finishes, and the results demonstrate diverse physical
    properties like stiffness, nonlinearity, and anisotropy.\r\n\r\nWe then develop
    a system for approximating these mechanical responses with yarn-level cloth simulation.
    To do so, we introduce an efficient pipeline for converting between fabric-level
    data and yarn-level simulation, including a novel swatch-level approximation for
    speeding up computation, and some small-but-necessary extensions to yarn-level
    models used in computer graphics. The dataset used for this paper can be found
    at http://mslab.es/projects/YarnLevelFabrics."
acknowledged_ssus:
- _id: ScienComp
acknowledgement: We wish to thank the anonymous reviewers for their helpful comments.
  To develop this project, we were helped by many people both at Under Armour (Clay
  Dean, Randall Harward, Kyle Blakely, Craig Simile, Michael Seiz, Brooke Malone,
  Brittainy McFarland, Emilie Phan, Lindsey Kern, Courtney Oswald, Haley Barkley,
  Bob Chin, Adam Bayer, Connie Kwok, Marielle Newman, Nick Pence, Allison Hicks, Allison
  White, Candace Rubenstein, Jeremy Stangland, Fred Fagergren, Michael Mazzoleni,
  Nathaniel Berry, Manuel Frank) and SEDDI (Gabriel Cirio, Alejandro Rodríguez, Sofía
  Dominguez, Alicia Nicas, Elena Garcés, Daniel Rodríguez, David Pascual, Manuel Godoy,
  Sergio Suja, Sergio Ruiz, Roberto Condori, Alberto Martín, Graham Sullivan). We
  also thank the members of the Visual Computing Group at IST Austria and the Multimodal
  Simulation Lab at URJC for their feedback. This research was supported by the Scientific
  Service Units (SSU) of IST Austria through resources provided by Scientific Computing,
  and it was funded in part by the European Research Council (ERC Consolidator Grant
  772738 TouchDesign).
article_number: '65'
article_processing_charge: No
article_type: original
author:
- first_name: Georg
  full_name: Sperl, Georg
  id: 4DD40360-F248-11E8-B48F-1D18A9856A87
  last_name: Sperl
- first_name: Rosa M.
  full_name: Sánchez-Banderas, Rosa M.
  last_name: Sánchez-Banderas
- first_name: Manwen
  full_name: Li, Manwen
  last_name: Li
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
- first_name: Miguel A.
  full_name: Otaduy, Miguel A.
  last_name: Otaduy
citation:
  ama: Sperl G, Sánchez-Banderas RM, Li M, Wojtan C, Otaduy MA. Estimation of yarn-level
    simulation models for production fabrics. <i>ACM Transactions on Graphics</i>.
    2022;41(4). doi:<a href="https://doi.org/10.1145/3528223.3530167">10.1145/3528223.3530167</a>
  apa: Sperl, G., Sánchez-Banderas, R. M., Li, M., Wojtan, C., &#38; Otaduy, M. A.
    (2022). Estimation of yarn-level simulation models for production fabrics. <i>ACM
    Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3528223.3530167">https://doi.org/10.1145/3528223.3530167</a>
  chicago: Sperl, Georg, Rosa M. Sánchez-Banderas, Manwen Li, Chris Wojtan, and Miguel
    A. Otaduy. “Estimation of Yarn-Level Simulation Models for Production Fabrics.”
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery, 2022.
    <a href="https://doi.org/10.1145/3528223.3530167">https://doi.org/10.1145/3528223.3530167</a>.
  ieee: G. Sperl, R. M. Sánchez-Banderas, M. Li, C. Wojtan, and M. A. Otaduy, “Estimation
    of yarn-level simulation models for production fabrics,” <i>ACM Transactions on
    Graphics</i>, vol. 41, no. 4. Association for Computing Machinery, 2022.
  ista: Sperl G, Sánchez-Banderas RM, Li M, Wojtan C, Otaduy MA. 2022. Estimation
    of yarn-level simulation models for production fabrics. ACM Transactions on Graphics.
    41(4), 65.
  mla: Sperl, Georg, et al. “Estimation of Yarn-Level Simulation Models for Production
    Fabrics.” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4, 65, Association
    for Computing Machinery, 2022, doi:<a href="https://doi.org/10.1145/3528223.3530167">10.1145/3528223.3530167</a>.
  short: G. Sperl, R.M. Sánchez-Banderas, M. Li, C. Wojtan, M.A. Otaduy, ACM Transactions
    on Graphics 41 (2022).
date_created: 2022-08-07T22:01:58Z
date_published: 2022-07-22T00:00:00Z
date_updated: 2025-04-14T09:25:57Z
day: '22'
department:
- _id: ChWo
doi: 10.1145/3528223.3530167
external_id:
  isi:
  - '000830989200114'
intvolume: '        41'
isi: 1
issue: '4'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1145/3528223.3530167
month: '07'
oa: 1
oa_version: Published Version
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  link:
  - description: News on the ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/digital-yarn-real-socks/
  record:
  - id: '12358'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Estimation of yarn-level simulation models for production fabrics
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 41
year: '2022'
...
---
_id: '12431'
abstract:
- lang: eng
  text: This paper presents a new representation of curve dynamics, with applications
    to vortex filaments in fluid dynamics. Instead of representing these filaments
    with explicit curve geometry and Lagrangian equations of motion, we represent
    curves implicitly with a new co-dimensional 2 level set description. Our implicit
    representation admits several redundant mathematical degrees of freedom in both
    the configuration and the dynamics of the curves, which can be tailored specifically
    to improve numerical robustness, in contrast to naive approaches for implicit
    curve dynamics that suffer from overwhelming numerical stability problems. Furthermore,
    we note how these hidden degrees of freedom perfectly map to a Clebsch representation
    in fluid dynamics. Motivated by these observations, we introduce untwisted level
    set functions and non-swirling dynamics which successfully regularize sources
    of numerical instability, particularly in the twisting modes around curve filaments.
    A consequence is a novel simulation method which produces stable dynamics for
    large numbers of interacting vortex filaments and effortlessly handles topological
    changes and re-connection events.
acknowledgement: We thank the visual computing group at IST Austria for their valuable
  discussions and feedback. Houdini Education licenses were provided by SideFX software.
  This project was funded in part by the European Research Council (ERC Consolidator
  Grant 101045083 CoDiNA).
article_number: '241'
article_processing_charge: No
article_type: original
author:
- first_name: Sadashige
  full_name: Ishida, Sadashige
  id: 6F7C4B96-A8E9-11E9-A7CA-09ECE5697425
  last_name: Ishida
  orcid: 0000-0002-3121-3100
- first_name: Christopher J
  full_name: Wojtan, Christopher J
  id: 3C61F1D2-F248-11E8-B48F-1D18A9856A87
  last_name: Wojtan
  orcid: 0000-0001-6646-5546
- first_name: Albert
  full_name: Chern, Albert
  last_name: Chern
citation:
  ama: Ishida S, Wojtan C, Chern A. Hidden degrees of freedom in implicit vortex filaments.
    <i>ACM Transactions on Graphics</i>. 2022;41(6). doi:<a href="https://doi.org/10.1145/3550454.3555459">10.1145/3550454.3555459</a>
  apa: Ishida, S., Wojtan, C., &#38; Chern, A. (2022). Hidden degrees of freedom in
    implicit vortex filaments. <i>ACM Transactions on Graphics</i>. Association for
    Computing Machinery. <a href="https://doi.org/10.1145/3550454.3555459">https://doi.org/10.1145/3550454.3555459</a>
  chicago: Ishida, Sadashige, Chris Wojtan, and Albert Chern. “Hidden Degrees of Freedom
    in Implicit Vortex Filaments.” <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery, 2022. <a href="https://doi.org/10.1145/3550454.3555459">https://doi.org/10.1145/3550454.3555459</a>.
  ieee: S. Ishida, C. Wojtan, and A. Chern, “Hidden degrees of freedom in implicit
    vortex filaments,” <i>ACM Transactions on Graphics</i>, vol. 41, no. 6. Association
    for Computing Machinery, 2022.
  ista: Ishida S, Wojtan C, Chern A. 2022. Hidden degrees of freedom in implicit vortex
    filaments. ACM Transactions on Graphics. 41(6), 241.
  mla: Ishida, Sadashige, et al. “Hidden Degrees of Freedom in Implicit Vortex Filaments.”
    <i>ACM Transactions on Graphics</i>, vol. 41, no. 6, 241, Association for Computing
    Machinery, 2022, doi:<a href="https://doi.org/10.1145/3550454.3555459">10.1145/3550454.3555459</a>.
  short: S. Ishida, C. Wojtan, A. Chern, ACM Transactions on Graphics 41 (2022).
date_created: 2023-01-29T23:00:59Z
date_published: 2022-12-01T00:00:00Z
date_updated: 2025-11-14T12:28:38Z
day: '01'
ddc:
- '000'
department:
- _id: ChWo
doi: 10.1145/3550454.3555459
external_id:
  isi:
  - '000891651900061'
file:
- access_level: open_access
  checksum: a2fba257fdefe0e747182be6c0f7c70c
  content_type: application/pdf
  creator: dernst
  date_created: 2023-01-30T07:15:48Z
  date_updated: 2023-01-30T07:15:48Z
  file_id: '12433'
  file_name: 2022_ACM_Ishida.pdf
  file_size: 15551202
  relation: main_file
  success: 1
file_date_updated: 2023-01-30T07:15:48Z
has_accepted_license: '1'
intvolume: '        41'
isi: 1
issue: '6'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
project:
- _id: 34bc2376-11ca-11ed-8bc3-9a3b3961a088
  grant_number: '101045083'
  name: Computational Discovery of Numerical Algorithms for Animation and Simulation
    of Natural Phenomena
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
related_material:
  record:
  - id: '20551'
    relation: dissertation_contains
    status: public
scopus_import: '1'
status: public
title: Hidden degrees of freedom in implicit vortex filaments
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 41
year: '2022'
...
---
_id: '17065'
abstract:
- lang: eng
  text: Past work on optimizing fabrication plans given a carpentry design can provide
    Pareto-optimal plans trading off between material waste, fabrication time, precision,
    and other considerations. However, when developing fabrication plans, experts
    rarely restrict to a single design, instead considering families of design variations,
    sometimes adjusting designs to simplify fabrication. Jointly exploring the design
    and fabrication plan spaces for each design is intractable using current techniques.
    We present a new approach to jointly optimize design and fabrication plans for
    carpentered objects. To make this bi-level optimization tractable, we adapt recent
    work from program synthesis based on equality graphs (e-graphs), which encode
    sets of equivalent programs. Our insight is that subproblems within our bi-level
    problem share significant substructures. By representing both designs and fabrication
    plans in a new bag of parts (BOP) e-graph, we amortize the cost of optimizing
    design components shared among multiple candidates. Even using BOP e-graphs, the
    optimization space grows quickly in practice. Hence, we also show how a feedback-guided
    search strategy dubbed Iterative Contraction and Expansion on E-graphs (ICEE)
    can keep the size of the e-graph manageable and direct the search towards promising
    candidates. We illustrate the advantages of our pipeline through examples from
    the carpentry domain.
acknowledgement: The authors would like to thank anonymous reviewers for their helpful
  feedback; Haomiao Wu for her contribution to the algorithm development in the early
  stage of the project; Elias Baldwin, David Tsay, Alexander Lefort, and Qiyang Tan
  for helping the experiments.
article_number: '32'
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Haisen
  full_name: Zhao, Haisen
  id: fb7f793a-80d1-11eb-8869-d56e5b2a8ff4
  last_name: Zhao
  orcid: 0000-0002-6389-1045
- first_name: Max
  full_name: Willsey, Max
  last_name: Willsey
- first_name: Amy
  full_name: Zhu, Amy
  last_name: Zhu
- first_name: Chandrakana
  full_name: Nandi, Chandrakana
  last_name: Nandi
- first_name: Zachary
  full_name: Tatlock, Zachary
  last_name: Tatlock
- first_name: Justin
  full_name: Solomon, Justin
  last_name: Solomon
- first_name: Adriana
  full_name: Schulz, Adriana
  last_name: Schulz
citation:
  ama: Zhao H, Willsey M, Zhu A, et al. Co-optimization of design and fabrication
    plans for carpentry. <i>ACM Transactions on Graphics</i>. 2022;41(3). doi:<a href="https://doi.org/10.1145/3508499">10.1145/3508499</a>
  apa: Zhao, H., Willsey, M., Zhu, A., Nandi, C., Tatlock, Z., Solomon, J., &#38;
    Schulz, A. (2022). Co-optimization of design and fabrication plans for carpentry.
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3508499">https://doi.org/10.1145/3508499</a>
  chicago: Zhao, Haisen, Max Willsey, Amy Zhu, Chandrakana Nandi, Zachary Tatlock,
    Justin Solomon, and Adriana Schulz. “Co-Optimization of Design and Fabrication
    Plans for Carpentry.” <i>ACM Transactions on Graphics</i>. Association for Computing
    Machinery, 2022. <a href="https://doi.org/10.1145/3508499">https://doi.org/10.1145/3508499</a>.
  ieee: H. Zhao <i>et al.</i>, “Co-optimization of design and fabrication plans for
    carpentry,” <i>ACM Transactions on Graphics</i>, vol. 41, no. 3. Association for
    Computing Machinery, 2022.
  ista: Zhao H, Willsey M, Zhu A, Nandi C, Tatlock Z, Solomon J, Schulz A. 2022. Co-optimization
    of design and fabrication plans for carpentry. ACM Transactions on Graphics. 41(3),
    32.
  mla: Zhao, Haisen, et al. “Co-Optimization of Design and Fabrication Plans for Carpentry.”
    <i>ACM Transactions on Graphics</i>, vol. 41, no. 3, 32, Association for Computing
    Machinery, 2022, doi:<a href="https://doi.org/10.1145/3508499">10.1145/3508499</a>.
  short: H. Zhao, M. Willsey, A. Zhu, C. Nandi, Z. Tatlock, J. Solomon, A. Schulz,
    ACM Transactions on Graphics 41 (2022).
date_created: 2024-05-29T06:09:23Z
date_published: 2022-03-09T00:00:00Z
date_updated: 2024-08-06T07:03:14Z
day: '09'
department:
- _id: BeBi
doi: 10.1145/3508499
external_id:
  arxiv:
  - '2107.12265'
intvolume: '        41'
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.48550/arXiv.2107.12265
month: '03'
oa: 1
oa_version: Preprint
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Co-optimization of design and fabrication plans for carpentry
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 41
year: '2022'
...
---
_id: '17383'
abstract:
- lang: eng
  text: "We present a computational inverse design framework for a new class of volumetric
    deployable structures that have compact rest states and deploy into bending-active
    3D target surfaces. Umbrella meshes consist of elastic beams, rigid plates, and
    hinge joints that can be directly printed or assembled in a zero-energy fabrication
    state. During deployment, as the elastic beams of varying heights rotate from
    vertical to horizontal configurations, the entire structure transforms from a
    compact block into a target curved surface. Umbrella Meshes encode both intrinsic
    and extrinsic curvature of the target surface and in principle are free from the
    area expansion ratio bounds of past auxetic material systems.\r\nWe build a reduced
    physics-based simulation framework to accurately and efficiently model the complex
    interaction between the elastically deforming components. To determine the mesh
    topology and optimal shape parameters for approximating a given target surface,
    we propose an inverse design optimization algorithm initialized with conformal
    flattening. Our algorithm minimizes the structure's strain energy in its deployed
    state and optimizes actuation forces so that the final deployed structure is in
    stable equilibrium close to the desired surface with few or no external constraints.
    We validate our approach by fabricating a series of physical models at various
    scales using different manufacturing techniques."
article_processing_charge: No
article_type: original
author:
- first_name: Yingying
  full_name: Ren, Yingying
  id: 93d68d10-3540-11ef-a265-f748a50dba3d
  last_name: Ren
- first_name: Uday
  full_name: Kusupati, Uday
  last_name: Kusupati
- first_name: Julian
  full_name: Panetta, Julian
  last_name: Panetta
- first_name: Florin
  full_name: Isvoranu, Florin
  last_name: Isvoranu
- first_name: Davide
  full_name: Pellis, Davide
  last_name: Pellis
- first_name: Tian
  full_name: Chen, Tian
  last_name: Chen
- first_name: Mark
  full_name: Pauly, Mark
  last_name: Pauly
citation:
  ama: 'Ren Y, Kusupati U, Panetta J, et al. Umbrella meshes: Elastic mechanisms for
    freeform shape deployment. <i>ACM Transactions on Graphics</i>. 2022;41(4):1-15.
    doi:<a href="https://doi.org/10.1145/3528223.3530089">10.1145/3528223.3530089</a>'
  apa: 'Ren, Y., Kusupati, U., Panetta, J., Isvoranu, F., Pellis, D., Chen, T., &#38;
    Pauly, M. (2022). Umbrella meshes: Elastic mechanisms for freeform shape deployment.
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery. <a href="https://doi.org/10.1145/3528223.3530089">https://doi.org/10.1145/3528223.3530089</a>'
  chicago: 'Ren, Yingying, Uday Kusupati, Julian Panetta, Florin Isvoranu, Davide
    Pellis, Tian Chen, and Mark Pauly. “Umbrella Meshes: Elastic Mechanisms for Freeform
    Shape Deployment.” <i>ACM Transactions on Graphics</i>. Association for Computing
    Machinery, 2022. <a href="https://doi.org/10.1145/3528223.3530089">https://doi.org/10.1145/3528223.3530089</a>.'
  ieee: 'Y. Ren <i>et al.</i>, “Umbrella meshes: Elastic mechanisms for freeform shape
    deployment,” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4. Association
    for Computing Machinery, pp. 1–15, 2022.'
  ista: 'Ren Y, Kusupati U, Panetta J, Isvoranu F, Pellis D, Chen T, Pauly M. 2022.
    Umbrella meshes: Elastic mechanisms for freeform shape deployment. ACM Transactions
    on Graphics. 41(4), 1–15.'
  mla: 'Ren, Yingying, et al. “Umbrella Meshes: Elastic Mechanisms for Freeform Shape
    Deployment.” <i>ACM Transactions on Graphics</i>, vol. 41, no. 4, Association
    for Computing Machinery, 2022, pp. 1–15, doi:<a href="https://doi.org/10.1145/3528223.3530089">10.1145/3528223.3530089</a>.'
  short: Y. Ren, U. Kusupati, J. Panetta, F. Isvoranu, D. Pellis, T. Chen, M. Pauly,
    ACM Transactions on Graphics 41 (2022) 1–15.
date_created: 2024-08-05T06:30:07Z
date_published: 2022-07-22T00:00:00Z
date_updated: 2024-08-12T09:40:49Z
day: '22'
doi: 10.1145/3528223.3530089
extern: '1'
intvolume: '        41'
issue: '4'
language:
- iso: eng
month: '07'
oa_version: None
page: 1-15
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Umbrella meshes: Elastic mechanisms for freeform shape deployment'
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 41
year: '2022'
...
---
_id: '17384'
abstract:
- lang: eng
  text: Basket weaving is a traditional craft for creating curved surfaces as an interwoven
    array of thin, flexible, and initially straight ribbons. The three-dimensional
    shape of a woven structure emerges through a complex interplay of the elastic
    bending behavior of the ribbons and the contact forces at their crossings. Curvature
    can be injected by carefully placing topological singularities in the otherwise
    regular weaving pattern. However, shape control through topology is highly non-trivial
    and inherently discrete, which severely limits the range of attainable woven geometries.
    Here, we demonstrate how to construct arbitrary smooth free-form surface geometries
    by weaving carefully optimized curved ribbons. We present an optimization-based
    approach to solving the inverse design problem for such woven structures. Our
    algorithm computes the ribbons' planar geometry such that their interwoven assembly
    closely approximates a given target design surface in equilibrium. We systematically
    validate our approach through a series of physical prototypes to show a broad
    range of new woven geometries that is not achievable by existing methods. We anticipate
    our computational approach to significantly enhance the capabilities for the design
    of new woven structures. Facilitated by modern digital fabrication technology,
    we see potential applications in material science, bio- and mechanical engineering,
    art, design, and architecture.
article_processing_charge: No
article_type: original
author:
- first_name: Yingying
  full_name: Ren, Yingying
  id: 93d68d10-3540-11ef-a265-f748a50dba3d
  last_name: Ren
- first_name: Julian
  full_name: Panetta, Julian
  last_name: Panetta
- first_name: Tian
  full_name: Chen, Tian
  last_name: Chen
- first_name: Florin
  full_name: Isvoranu, Florin
  last_name: Isvoranu
- first_name: Samuel
  full_name: Poincloux, Samuel
  last_name: Poincloux
- first_name: Christopher
  full_name: Brandt, Christopher
  last_name: Brandt
- first_name: Alison
  full_name: Martin, Alison
  last_name: Martin
- first_name: Mark
  full_name: Pauly, Mark
  last_name: Pauly
citation:
  ama: Ren Y, Panetta J, Chen T, et al. 3D weaving with curved ribbons. <i>ACM Transactions
    on Graphics</i>. 2021;40(4):1-15. doi:<a href="https://doi.org/10.1145/3450626.3459788">10.1145/3450626.3459788</a>
  apa: Ren, Y., Panetta, J., Chen, T., Isvoranu, F., Poincloux, S., Brandt, C., …
    Pauly, M. (2021). 3D weaving with curved ribbons. <i>ACM Transactions on Graphics</i>.
    Association for Computing Machinery. <a href="https://doi.org/10.1145/3450626.3459788">https://doi.org/10.1145/3450626.3459788</a>
  chicago: Ren, Yingying, Julian Panetta, Tian Chen, Florin Isvoranu, Samuel Poincloux,
    Christopher Brandt, Alison Martin, and Mark Pauly. “3D Weaving with Curved Ribbons.”
    <i>ACM Transactions on Graphics</i>. Association for Computing Machinery, 2021.
    <a href="https://doi.org/10.1145/3450626.3459788">https://doi.org/10.1145/3450626.3459788</a>.
  ieee: Y. Ren <i>et al.</i>, “3D weaving with curved ribbons,” <i>ACM Transactions
    on Graphics</i>, vol. 40, no. 4. Association for Computing Machinery, pp. 1–15,
    2021.
  ista: Ren Y, Panetta J, Chen T, Isvoranu F, Poincloux S, Brandt C, Martin A, Pauly
    M. 2021. 3D weaving with curved ribbons. ACM Transactions on Graphics. 40(4),
    1–15.
  mla: Ren, Yingying, et al. “3D Weaving with Curved Ribbons.” <i>ACM Transactions
    on Graphics</i>, vol. 40, no. 4, Association for Computing Machinery, 2021, pp.
    1–15, doi:<a href="https://doi.org/10.1145/3450626.3459788">10.1145/3450626.3459788</a>.
  short: Y. Ren, J. Panetta, T. Chen, F. Isvoranu, S. Poincloux, C. Brandt, A. Martin,
    M. Pauly, ACM Transactions on Graphics 40 (2021) 1–15.
date_created: 2024-08-05T06:30:27Z
date_published: 2021-08-01T00:00:00Z
date_updated: 2024-08-12T09:38:19Z
day: '01'
doi: 10.1145/3450626.3459788
extern: '1'
intvolume: '        40'
issue: '4'
language:
- iso: eng
month: '08'
oa_version: None
page: 1-15
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: 3D weaving with curved ribbons
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 40
year: '2021'
...
---
_id: '9376'
abstract:
- lang: eng
  text: This paper presents a method for designing planar multistable compliant structures.
    Given a sequence of desired stable states and the corresponding poses of the structure,
    we identify the topology and geometric realization of a mechanism—consisting of
    bars and joints—that is able to physically reproduce the desired multistable behavior.
    In order to solve this problem efficiently, we build on insights from minimally
    rigid graph theory to identify simple but effective topologies for the mechanism.
    We then optimize its geometric parameters, such as joint positions and bar lengths,
    to obtain correct transitions between the given poses. Simultaneously, we ensure
    adequate stability of each pose based on an effective approximate error metric
    related to the elastic energy Hessian of the bars in the mechanism. As demonstrated
    by our results, we obtain functional multistable mechanisms of manageable complexity
    that can be fabricated using 3D printing. Further, we evaluated the effectiveness
    of our method on a large number of examples in the simulation and fabricated several
    physical prototypes.
acknowledged_ssus:
- _id: M-Shop
acknowledgement: 'We would like to thank everyone who contributed to this paper, the
  authors of artworks for all the examples, including @macrovec-tor_official and Wikimedia
  for the FLAG semaphore, and @pikisuper-star for the FIGURINE. The photos of iconic
  poses in the teaser were supplied by (from left to right): Mike Hewitt/Olympics
  Day 8 - Athletics/Gettty Images, Oneinchpunch/Basketball player training on acourt
  in New york city/Shutterstock, and Andrew Redington/TigerWoods/Getty Images. We
  also want to express our gratitude to Christian Hafner for insightful discussions,
  the IST Austria machine shop SSU, all proof-readers, and anonymous reviewers. This
  project has received funding from the European Union’s Horizon 2020 research and
  innovation programme, under the Marie Skłodowska-Curie grant agreement No 642841
  (DISTRO), and under the European Research Council grant agreement No 715767 (MATERIALIZABLE).'
article_number: '186'
article_processing_charge: No
article_type: original
author:
- first_name: Ran
  full_name: Zhang, Ran
  id: 4DDBCEB0-F248-11E8-B48F-1D18A9856A87
  last_name: Zhang
  orcid: 0000-0002-3808-281X
- first_name: Thomas
  full_name: Auzinger, Thomas
  id: 4718F954-F248-11E8-B48F-1D18A9856A87
  last_name: Auzinger
  orcid: 0000-0002-1546-3265
- first_name: Bernd
  full_name: Bickel, Bernd
  id: 49876194-F248-11E8-B48F-1D18A9856A87
  last_name: Bickel
  orcid: 0000-0001-6511-9385
citation:
  ama: Zhang R, Auzinger T, Bickel B. Computational design of planar multistable compliant
    structures. <i>ACM Transactions on Graphics</i>. 2021;40(5). doi:<a href="https://doi.org/10.1145/3453477">10.1145/3453477</a>
  apa: Zhang, R., Auzinger, T., &#38; Bickel, B. (2021). Computational design of planar
    multistable compliant structures. <i>ACM Transactions on Graphics</i>. Association
    for Computing Machinery. <a href="https://doi.org/10.1145/3453477">https://doi.org/10.1145/3453477</a>
  chicago: Zhang, Ran, Thomas Auzinger, and Bernd Bickel. “Computational Design of
    Planar Multistable Compliant Structures.” <i>ACM Transactions on Graphics</i>.
    Association for Computing Machinery, 2021. <a href="https://doi.org/10.1145/3453477">https://doi.org/10.1145/3453477</a>.
  ieee: R. Zhang, T. Auzinger, and B. Bickel, “Computational design of planar multistable
    compliant structures,” <i>ACM Transactions on Graphics</i>, vol. 40, no. 5. Association
    for Computing Machinery, 2021.
  ista: Zhang R, Auzinger T, Bickel B. 2021. Computational design of planar multistable
    compliant structures. ACM Transactions on Graphics. 40(5), 186.
  mla: Zhang, Ran, et al. “Computational Design of Planar Multistable Compliant Structures.”
    <i>ACM Transactions on Graphics</i>, vol. 40, no. 5, 186, Association for Computing
    Machinery, 2021, doi:<a href="https://doi.org/10.1145/3453477">10.1145/3453477</a>.
  short: R. Zhang, T. Auzinger, B. Bickel, ACM Transactions on Graphics 40 (2021).
date_created: 2021-05-08T17:37:08Z
date_published: 2021-10-08T00:00:00Z
date_updated: 2025-03-31T15:58:16Z
day: '08'
ddc:
- '000'
department:
- _id: BeBi
doi: 10.1145/3453477
ec_funded: 1
external_id:
  isi:
  - '000752079300003'
file:
- access_level: open_access
  checksum: 8564b3118457d4c8939a8ef2b1a2f16c
  content_type: application/pdf
  creator: bbickel
  date_created: 2021-05-08T17:36:59Z
  date_updated: 2021-05-08T17:36:59Z
  file_id: '9377'
  file_name: Multistable-authorversion.pdf
  file_size: 18926557
  relation: main_file
- access_level: open_access
  checksum: 3b6e874e30bfa1bfc3ad3498710145a1
  content_type: video/mp4
  creator: bbickel
  date_created: 2021-05-08T17:38:22Z
  date_updated: 2021-05-08T17:38:22Z
  file_id: '9378'
  file_name: multistable-video.mp4
  file_size: 76542901
  relation: main_file
  success: 1
- access_level: open_access
  checksum: 20dc3bc42e1a912a5b0247c116772098
  content_type: application/pdf
  creator: bbickel
  date_created: 2021-12-17T08:13:51Z
  date_updated: 2021-12-17T08:13:51Z
  description: This document provides additional results and analyzes the robustness
    and limitations of our approach.
  file_id: '10562'
  file_name: multistable-supplementary material.pdf
  file_size: 3367072
  relation: supplementary_material
  title: Supplementary Material for “Computational Design of Planar Multistable Compliant
    Structures”
file_date_updated: 2021-12-17T08:13:51Z
has_accepted_license: '1'
intvolume: '        40'
isi: 1
issue: '5'
keyword:
- multistability
- mechanism
- computational design
- rigidity
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 2508E324-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '642841'
  name: Distributed 3D Object Design
- _id: 24F9549A-B435-11E9-9278-68D0E5697425
  call_identifier: H2020
  grant_number: '715767'
  name: 'MATERIALIZABLE: Intelligent fabrication-oriented Computational Design and
    Modeling'
publication: ACM Transactions on Graphics
publication_identifier:
  eissn:
  - 1557-7368
  issn:
  - 0730-0301
publication_status: published
publisher: Association for Computing Machinery
quality_controlled: '1'
scopus_import: '1'
status: public
title: Computational design of planar multistable compliant structures
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 4359f0d1-fa6c-11eb-b949-802e58b17ae8
volume: 40
year: '2021'
...
