---
_id: '8682'
abstract:
- lang: eng
text: It is known that the Brauer--Manin obstruction to the Hasse principle is vacuous
for smooth Fano hypersurfaces of dimension at least 3 over any number field. Moreover,
for such varieties it follows from a general conjecture of Colliot-Thélène that
the Brauer--Manin obstruction to the Hasse principle should be the only one, so
that the Hasse principle is expected to hold. Working over the field of rational
numbers and ordering Fano hypersurfaces of fixed degree and dimension by height,
we prove that almost every such hypersurface satisfies the Hasse principle provided
that the dimension is at least 3. This proves a conjecture of Poonen and Voloch
in every case except for cubic surfaces.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Timothy D
full_name: Browning, Timothy D
id: 35827D50-F248-11E8-B48F-1D18A9856A87
last_name: Browning
orcid: 0000-0002-8314-0177
- first_name: Pierre Le
full_name: Boudec, Pierre Le
last_name: Boudec
- first_name: Will
full_name: Sawin, Will
last_name: Sawin
citation:
ama: Browning TD, Boudec PL, Sawin W. The Hasse principle for random Fano hypersurfaces.
Annals of Mathematics. 2023;197(3):1115-1203. doi:10.4007/annals.2023.197.3.3
apa: Browning, T. D., Boudec, P. L., & Sawin, W. (2023). The Hasse principle
for random Fano hypersurfaces. Annals of Mathematics. Princeton University.
https://doi.org/10.4007/annals.2023.197.3.3
chicago: Browning, Timothy D, Pierre Le Boudec, and Will Sawin. “The Hasse Principle
for Random Fano Hypersurfaces.” Annals of Mathematics. Princeton University,
2023. https://doi.org/10.4007/annals.2023.197.3.3.
ieee: T. D. Browning, P. L. Boudec, and W. Sawin, “The Hasse principle for random
Fano hypersurfaces,” Annals of Mathematics, vol. 197, no. 3. Princeton
University, pp. 1115–1203, 2023.
ista: Browning TD, Boudec PL, Sawin W. 2023. The Hasse principle for random Fano
hypersurfaces. Annals of Mathematics. 197(3), 1115–1203.
mla: Browning, Timothy D., et al. “The Hasse Principle for Random Fano Hypersurfaces.”
Annals of Mathematics, vol. 197, no. 3, Princeton University, 2023, pp.
1115–203, doi:10.4007/annals.2023.197.3.3.
short: T.D. Browning, P.L. Boudec, W. Sawin, Annals of Mathematics 197 (2023) 1115–1203.
corr_author: '1'
das_tickbox: '0'
date_created: 2020-10-19T14:28:50Z
date_published: 2023-05-01T00:00:00Z
date_updated: 2026-07-29T10:41:58Z
day: '01'
department:
- _id: TiBr
doi: 10.4007/annals.2023.197.3.3
external_id:
arxiv:
- '2006.02356'
isi:
- '000966611000003'
intvolume: ' 197'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/2006.02356
month: '05'
oa: 1
oa_version: Preprint
page: 1115-1203
publication: Annals of Mathematics
publication_identifier:
issn:
- 0003-486X
publication_status: published
publisher: Princeton University
quality_controlled: '1'
related_material:
link:
- description: News on IST Homepage
relation: press_release
url: https://ist.ac.at/en/news/when-is-necessary-sufficient/
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: The Hasse principle for random Fano hypersurfaces
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 197
year: '2023'
...
---
_id: '9034'
abstract:
- lang: eng
text: We determine an asymptotic formula for the number of integral points of bounded
height on a blow-up of P3 outside certain planes using universal torsors.
acknowledgement: This work was supported by the German Academic Exchange Service.
Parts of this article were prepared at the Institut de Mathémathiques de Jussieu—Paris
Rive Gauche. I wish to thank Antoine Chambert-Loir for his remarks and the institute
for its hospitality, as well as the anonymous referee for several useful remarks
and suggestions for improvements.
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Florian Alexander
full_name: Wilsch, Florian Alexander
id: 560601DA-8D36-11E9-A136-7AC1E5697425
last_name: Wilsch
orcid: 0000-0001-7302-8256
citation:
ama: Wilsch FA. Integral points of bounded height on a log Fano threefold. International
Mathematics Research Notices. 2023;2023(8):6780-6808. doi:10.1093/imrn/rnac048
apa: Wilsch, F. A. (2023). Integral points of bounded height on a log Fano threefold.
International Mathematics Research Notices. Oxford University Press. https://doi.org/10.1093/imrn/rnac048
chicago: Wilsch, Florian Alexander. “Integral Points of Bounded Height on a Log
Fano Threefold.” International Mathematics Research Notices. Oxford University
Press, 2023. https://doi.org/10.1093/imrn/rnac048.
ieee: F. A. Wilsch, “Integral points of bounded height on a log Fano threefold,”
International Mathematics Research Notices, vol. 2023, no. 8. Oxford University
Press, pp. 6780–6808, 2023.
ista: Wilsch FA. 2023. Integral points of bounded height on a log Fano threefold.
International Mathematics Research Notices. 2023(8), 6780–6808.
mla: Wilsch, Florian Alexander. “Integral Points of Bounded Height on a Log Fano
Threefold.” International Mathematics Research Notices, vol. 2023, no.
8, Oxford University Press, 2023, pp. 6780–808, doi:10.1093/imrn/rnac048.
short: F.A. Wilsch, International Mathematics Research Notices 2023 (2023) 6780–6808.
corr_author: '1'
das_tickbox: '0'
date_created: 2021-01-22T09:31:09Z
date_published: 2023-04-01T00:00:00Z
date_updated: 2026-07-29T10:43:18Z
day: '01'
department:
- _id: TiBr
doi: 10.1093/imrn/rnac048
external_id:
arxiv:
- '1901.08503'
isi:
- '000773116000001'
intvolume: ' 2023'
isi: 1
issue: '8'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1901.08503
month: '04'
oa: 1
oa_version: Preprint
page: 6780-6808
publication: International Mathematics Research Notices
publication_identifier:
eissn:
- 1687-0247
issn:
- 1073-7928
publication_status: published
publisher: Oxford University Press
quality_controlled: '1'
researchdata_availability: no
scopus_import: '1'
status: public
supplementarymaterial: no
title: Integral points of bounded height on a log Fano threefold
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 2023
year: '2023'
...
---
OA_place: repository
_id: '18294'
abstract:
- lang: eng
text: Using a two-dimensional version of the delta method, we establish an asymptotic
formula for the number of rational points of bounded height on non-singular complete
intersections of cubic and quadric hypersurfaces of dimension at least 23 over
Fq(t), provided cha(Fq)>3. Under the same hypotheses, we also verify weak approximation.
article_number: '2306.02718'
article_processing_charge: No
arxiv: 1
author:
- first_name: Jakob
full_name: Glas, Jakob
id: d6423cba-dc74-11ea-a0a7-ee61689ff5fb
last_name: Glas
citation:
ama: Glas J. Complete intersections of cubic and quadric hypersurfaces over Fq(t).
arXiv. doi:10.48550/arXiv.2306.02718
apa: Glas, J. (n.d.). Complete intersections of cubic and quadric hypersurfaces
over Fq(t). arXiv. https://doi.org/10.48550/arXiv.2306.02718
chicago: Glas, Jakob. “Complete Intersections of Cubic and Quadric Hypersurfaces
over Fq(T).” ArXiv, n.d. https://doi.org/10.48550/arXiv.2306.02718.
ieee: J. Glas, “Complete intersections of cubic and quadric hypersurfaces over Fq(t),”
arXiv. .
ista: Glas J. Complete intersections of cubic and quadric hypersurfaces over Fq(t).
arXiv, 2306.02718.
mla: Glas, Jakob. “Complete Intersections of Cubic and Quadric Hypersurfaces over
Fq(T).” ArXiv, 2306.02718, doi:10.48550/arXiv.2306.02718.
short: J. Glas, ArXiv (n.d.).
corr_author: '1'
das_tickbox: '0'
date_created: 2024-10-10T13:08:05Z
date_published: 2023-06-05T00:00:00Z
date_updated: 2026-07-29T10:41:28Z
day: '05'
department:
- _id: TiBr
doi: 10.48550/arXiv.2306.02718
external_id:
arxiv:
- '2306.02718'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
main_file_link:
- open_access: '1'
url: https://doi.org/10.48550/arXiv.2306.02718
month: '06'
oa: 1
oa_version: Preprint
publication: arXiv
publication_status: draft
related_material:
record:
- id: '18132'
relation: dissertation_contains
status: public
researchdata_availability: no
status: public
supplementarymaterial: no
title: Complete intersections of cubic and quadric hypersurfaces over Fq(t)
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: preprint
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
year: '2023'
...
---
_id: '13097'
abstract:
- lang: eng
text: 'Vertebrate movement is orchestrated by spinal inter- and motor neurons that,
together with sensory and cognitive input, produce dynamic motor behaviors. These
behaviors vary from the simple undulatory swimming of fish and larval aquatic
species to the highly coordinated running, reaching and grasping of mice, humans
and other mammals. This variation raises the fundamental question of how spinal
circuits have changed in register with motor behavior. In simple, undulatory fish,
exemplified by the lamprey, two broad classes of interneurons shape motor neuron
output: ipsilateral-projecting excitatory neurons, and commissural-projecting
inhibitory neurons. An additional class of ipsilateral inhibitory neurons is required
to generate escape swim behavior in larval zebrafish and tadpoles. In limbed vertebrates,
a more complex spinal neuron composition is observed. In this review, we provide
evidence that movement elaboration correlates with an increase and specialization
of these three basic interneuron types into molecularly, anatomically, and functionally
distinct subpopulations. We summarize recent work linking neuron types to movement-pattern
generation across fish, amphibians, reptiles, birds and mammals.'
acknowledgement: 'This work was supported by the ERC Starting grant, ERC-2021-STG
#101041551.'
article_number: '1146449'
article_processing_charge: Yes
article_type: original
author:
- first_name: Alexia C
full_name: Wilson, Alexia C
id: 5230e794-15b2-11ec-abd3-e2d5335ebd1d
last_name: Wilson
orcid: 0000-0001-6191-1367
- first_name: Lora Beatrice Jaeger
full_name: Sweeney, Lora Beatrice Jaeger
id: 56BE8254-C4F0-11E9-8E45-0B23E6697425
last_name: Sweeney
orcid: 0000-0001-9242-5601
citation:
ama: 'Wilson AC, Sweeney LB. Spinal cords: Symphonies of interneurons across species.
Frontiers in Neural Circuits. 2023;17. doi:10.3389/fncir.2023.1146449'
apa: 'Wilson, A. C., & Sweeney, L. B. (2023). Spinal cords: Symphonies of interneurons
across species. Frontiers in Neural Circuits. Frontiers. https://doi.org/10.3389/fncir.2023.1146449'
chicago: 'Wilson, Alexia C, and Lora B. Sweeney. “Spinal Cords: Symphonies of Interneurons
across Species.” Frontiers in Neural Circuits. Frontiers, 2023. https://doi.org/10.3389/fncir.2023.1146449.'
ieee: 'A. C. Wilson and L. B. Sweeney, “Spinal cords: Symphonies of interneurons
across species,” Frontiers in Neural Circuits, vol. 17. Frontiers, 2023.'
ista: 'Wilson AC, Sweeney LB. 2023. Spinal cords: Symphonies of interneurons across
species. Frontiers in Neural Circuits. 17, 1146449.'
mla: 'Wilson, Alexia C., and Lora B. Sweeney. “Spinal Cords: Symphonies of Interneurons
across Species.” Frontiers in Neural Circuits, vol. 17, 1146449, Frontiers,
2023, doi:10.3389/fncir.2023.1146449.'
short: A.C. Wilson, L.B. Sweeney, Frontiers in Neural Circuits 17 (2023).
corr_author: '1'
date_created: 2023-05-28T22:01:04Z
date_published: 2023-04-26T00:00:00Z
date_updated: 2026-07-29T12:55:11Z
day: '26'
ddc:
- '570'
department:
- _id: LoSw
doi: 10.3389/fncir.2023.1146449
external_id:
isi:
- '000984606200001'
pmid:
- '37180760'
file:
- access_level: open_access
checksum: 7efd06de284a28e91e97127611a9c3fd
content_type: application/pdf
creator: dernst
date_created: 2024-01-03T13:33:21Z
date_updated: 2024-01-03T13:33:21Z
file_id: '14729'
file_name: 2023_FrontiersNeuralCircuits_Wilson.pdf
file_size: 6667157
relation: main_file
success: 1
file_date_updated: 2024-01-03T13:33:21Z
has_accepted_license: '1'
intvolume: ' 17'
isi: 1
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: ebb66355-77a9-11ec-83b8-b8ac210a4dae
grant_number: '101041551'
name: Development and Evolution of Tetrapod Motor Circuits
publication: Frontiers in Neural Circuits
publication_identifier:
issn:
- 1662-5110
publication_status: published
publisher: Frontiers
quality_controlled: '1'
related_material:
record:
- id: '20735'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: 'Spinal cords: Symphonies of interneurons across species'
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: 17
year: '2023'
...
---
_id: '13120'
abstract:
- lang: eng
text: 'We formalized general (i.e., type-0) grammars using the Lean 3 proof assistant.
We defined basic notions of rewrite rules and of words derived by a grammar, and
used grammars to show closure of the class of type-0 languages under four operations:
union, reversal, concatenation, and the Kleene star. The literature mostly focuses
on Turing machine arguments, which are possibly more difficult to formalize. For
the Kleene star, we could not follow the literature and came up with our own grammar-based
construction.'
acknowledgement: "Jasmin Blanchette: This research has received funding from the Netherlands
Organization\r\nfor Scientific Research (NWO) under the Vidi program (project No.
016.Vidi.189.037, Lean Forward).\r\n__\r\nWe thank Vladimir Kolmogorov for making
this collaboration possible. We\r\nthank Václav Končický for discussing ideas about
the Kleene star construction. We thank Patrick Johnson, Floris van Doorn, and Damiano
Testa for their small yet very valuable contributions to our code. We thank Eric
Wieser for simplifying one of our proofs. We thank Mark Summerfield for suggesting
textual improvements. We thank the anonymous reviewers for very helpful comments.
Finally, we thank the Lean community for helping us with various technical issues
and answering many questions. "
alternative_title:
- LIPIcs
article_number: '15'
article_processing_charge: No
arxiv: 1
author:
- first_name: Martin
full_name: Dvorak, Martin
id: 40ED02A8-C8B4-11E9-A9C0-453BE6697425
last_name: Dvorak
orcid: 0000-0001-5293-214X
- first_name: Jasmin
full_name: Blanchette, Jasmin
last_name: Blanchette
citation:
ama: 'Dvorak M, Blanchette J. Closure properties of general grammars - formally
verified. In: 14th International Conference on Interactive Theorem Proving.
Vol 268. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2023. doi:10.4230/LIPIcs.ITP.2023.15'
apa: 'Dvorak, M., & Blanchette, J. (2023). Closure properties of general grammars
- formally verified. In 14th International Conference on Interactive Theorem
Proving (Vol. 268). Bialystok, Poland: Schloss Dagstuhl - Leibniz-Zentrum
für Informatik. https://doi.org/10.4230/LIPIcs.ITP.2023.15'
chicago: Dvorak, Martin, and Jasmin Blanchette. “Closure Properties of General Grammars
- Formally Verified.” In 14th International Conference on Interactive Theorem
Proving, Vol. 268. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
https://doi.org/10.4230/LIPIcs.ITP.2023.15.
ieee: M. Dvorak and J. Blanchette, “Closure properties of general grammars - formally
verified,” in 14th International Conference on Interactive Theorem Proving,
Bialystok, Poland, 2023, vol. 268.
ista: 'Dvorak M, Blanchette J. 2023. Closure properties of general grammars - formally
verified. 14th International Conference on Interactive Theorem Proving. ITP: Interactive
Theorem Proving, LIPIcs, vol. 268, 15.'
mla: Dvorak, Martin, and Jasmin Blanchette. “Closure Properties of General Grammars
- Formally Verified.” 14th International Conference on Interactive Theorem
Proving, vol. 268, 15, Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
2023, doi:10.4230/LIPIcs.ITP.2023.15.
short: M. Dvorak, J. Blanchette, in:, 14th International Conference on Interactive
Theorem Proving, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
conference:
end_date: 2023-08-04
location: Bialystok, Poland
name: 'ITP: Interactive Theorem Proving'
start_date: 2023-07-31
corr_author: '1'
date_created: 2023-06-05T07:29:05Z
date_published: 2023-07-27T00:00:00Z
date_updated: 2026-07-29T12:56:51Z
day: '27'
ddc:
- '000'
department:
- _id: GradSch
- _id: VlKo
doi: 10.4230/LIPIcs.ITP.2023.15
external_id:
arxiv:
- '2302.06420'
isi:
- '001515590500015'
file:
- access_level: open_access
checksum: 773a0197f05b67feaa6cb1e17ec3642d
content_type: application/pdf
creator: dernst
date_created: 2023-08-07T11:55:43Z
date_updated: 2023-08-07T11:55:43Z
file_id: '13982'
file_name: 2023_LIPIcS_Dvorak.pdf
file_size: 715976
relation: main_file
success: 1
file_date_updated: 2023-08-07T11:55:43Z
has_accepted_license: '1'
intvolume: ' 268'
isi: 1
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
publication: 14th International Conference on Interactive Theorem Proving
publication_identifier:
eissn:
- 1868-8969
isbn:
- '9783959772846'
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
related_material:
link:
- relation: software
url: https://github.com/madvorak/grammars/tree/publish
record:
- id: '21393'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: Closure properties of general grammars - formally verified
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: conference
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
volume: 268
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. Transactions on Graphics.
2023;42(4). doi:10.1145/3592411'
apa: '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. Los Angeles, CA, United States: Association for Computing Machinery.
https://doi.org/10.1145/3592411'
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.” Transactions on Graphics. Association for Computing Machinery,
2023. https://doi.org/10.1145/3592411.'
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,” Transactions
on Graphics, 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.” Transactions on Graphics, vol. 42, no. 4, 142, Association for
Computing Machinery, 2023, doi:10.1145/3592411.'
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: 2026-07-29T13:03:30Z
day: '26'
ddc:
- '006'
department:
- _id: GradSch
- _id: BeBi
doi: 10.1145/3592411
ec_funded: 1
external_id:
isi:
- '001044671300108'
file:
- access_level: open_access
checksum: a0b0ba3b36f43a94388e8824613d812a
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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: '13317'
abstract:
- lang: eng
text: We prove the Eigenstate Thermalisation Hypothesis (ETH) for local observables
in a typical translation invariant system of quantum spins with L-body interactions,
where L is the number of spins. This mathematically verifies the observation first
made by Santos and Rigol (Phys Rev E 82(3):031130, 2010, https://doi.org/10.1103/PhysRevE.82.031130)
that the ETH may hold for systems with additional translational symmetries for
a naturally restricted class of observables. We also present numerical support
for the same phenomenon for Hamiltonians with local interaction.
acknowledgement: "LE, JH, and VR were supported by ERC Advanced Grant “RMTBeyond”
No. 101020331. SS was supported by KAKENHI Grant Number JP22J14935 from the Japan
Society for the Promotion of Science (JSPS) and Forefront Physics and Mathematics
Program to Drive Transformation (FoPM), a World-leading Innovative Graduate Study
(WINGS) Program, the University of Tokyo.\r\nOpen access funding provided by The
University of Tokyo."
article_number: '128'
article_processing_charge: Yes (in subscription journal)
article_type: original
arxiv: 1
author:
- first_name: Shoki
full_name: Sugimoto, Shoki
last_name: Sugimoto
- first_name: Sven Joscha
full_name: Henheik, Sven Joscha
id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
last_name: Henheik
orcid: 0000-0003-1106-327X
- first_name: Volodymyr
full_name: Riabov, Volodymyr
id: 1949f904-edfb-11eb-afb5-e2dfddabb93b
last_name: Riabov
- first_name: László
full_name: Erdös, László
id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
last_name: Erdös
orcid: 0000-0001-5366-9603
citation:
ama: Sugimoto S, Henheik SJ, Riabov V, Erdös L. Eigenstate thermalisation hypothesis
for translation invariant spin systems. Journal of Statistical Physics.
2023;190(7). doi:10.1007/s10955-023-03132-4
apa: Sugimoto, S., Henheik, S. J., Riabov, V., & Erdös, L. (2023). Eigenstate
thermalisation hypothesis for translation invariant spin systems. Journal of
Statistical Physics. Springer Nature. https://doi.org/10.1007/s10955-023-03132-4
chicago: Sugimoto, Shoki, Sven Joscha Henheik, Volodymyr Riabov, and László Erdös.
“Eigenstate Thermalisation Hypothesis for Translation Invariant Spin Systems.”
Journal of Statistical Physics. Springer Nature, 2023. https://doi.org/10.1007/s10955-023-03132-4.
ieee: S. Sugimoto, S. J. Henheik, V. Riabov, and L. Erdös, “Eigenstate thermalisation
hypothesis for translation invariant spin systems,” Journal of Statistical
Physics, vol. 190, no. 7. Springer Nature, 2023.
ista: Sugimoto S, Henheik SJ, Riabov V, Erdös L. 2023. Eigenstate thermalisation
hypothesis for translation invariant spin systems. Journal of Statistical Physics.
190(7), 128.
mla: Sugimoto, Shoki, et al. “Eigenstate Thermalisation Hypothesis for Translation
Invariant Spin Systems.” Journal of Statistical Physics, vol. 190, no.
7, 128, Springer Nature, 2023, doi:10.1007/s10955-023-03132-4.
short: S. Sugimoto, S.J. Henheik, V. Riabov, L. Erdös, Journal of Statistical Physics
190 (2023).
date_created: 2023-07-30T22:01:02Z
date_published: 2023-07-21T00:00:00Z
date_updated: 2026-07-29T13:18:16Z
day: '21'
ddc:
- '510'
- '530'
department:
- _id: LaEr
doi: 10.1007/s10955-023-03132-4
ec_funded: 1
external_id:
arxiv:
- '2304.04213'
isi:
- '001035677200002'
file:
- access_level: open_access
checksum: c2ef6b2aecfee1ad6d03fab620507c2c
content_type: application/pdf
creator: dernst
date_created: 2023-07-31T07:49:31Z
date_updated: 2023-07-31T07:49:31Z
file_id: '13325'
file_name: 2023_JourStatPhysics_Sugimoto.pdf
file_size: 612755
relation: main_file
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file_date_updated: 2023-07-31T07:49:31Z
has_accepted_license: '1'
intvolume: ' 190'
isi: 1
issue: '7'
language:
- iso: eng
month: '07'
oa: 1
oa_version: Published Version
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
call_identifier: H2020
grant_number: '101020331'
name: Random matrices beyond Wigner-Dyson-Mehta
publication: Journal of Statistical Physics
publication_identifier:
eissn:
- 1572-9613
issn:
- 0022-4715
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
record:
- id: '20575'
relation: dissertation_contains
status: public
- id: '19540'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: Eigenstate thermalisation hypothesis for translation invariant spin systems
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: 190
year: '2023'
...
---
_id: '14343'
abstract:
- lang: eng
text: The total energy of an eigenstate in a composite quantum system tends to be
distributed equally among its constituents. We identify the quantum fluctuation
around this equipartition principle in the simplest disordered quantum system
consisting of linear combinations of Wigner matrices. As our main ingredient,
we prove the Eigenstate Thermalisation Hypothesis and Gaussian fluctuation for
general quadratic forms of the bulk eigenvectors of Wigner matrices with an arbitrary
deformation.
acknowledgement: "G.C. and L.E. gratefully acknowledge many discussions with Dominik
Schröder at the preliminary stage of this project, especially his essential contribution
to identify the correct generalisation of traceless observables to the deformed
Wigner ensembles.\r\nL.E. and J.H. acknowledges support by ERC Advanced Grant ‘RMTBeyond’
No. 101020331."
article_number: e74
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Giorgio
full_name: Cipolloni, Giorgio
id: 42198EFA-F248-11E8-B48F-1D18A9856A87
last_name: Cipolloni
orcid: 0000-0002-4901-7992
- first_name: László
full_name: Erdös, László
id: 4DBD5372-F248-11E8-B48F-1D18A9856A87
last_name: Erdös
orcid: 0000-0001-5366-9603
- first_name: Sven Joscha
full_name: Henheik, Sven Joscha
id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
last_name: Henheik
orcid: 0000-0003-1106-327X
- first_name: Oleksii
full_name: Kolupaiev, Oleksii
id: 149b70d4-896a-11ed-bdf8-8c63fd44ca61
last_name: Kolupaiev
orcid: 0000-0003-1491-4623
citation:
ama: Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. Gaussian fluctuations in the
equipartition principle for Wigner matrices. Forum of Mathematics, Sigma.
2023;11. doi:10.1017/fms.2023.70
apa: Cipolloni, G., Erdös, L., Henheik, S. J., & Kolupaiev, O. (2023). Gaussian
fluctuations in the equipartition principle for Wigner matrices. Forum of Mathematics,
Sigma. Cambridge University Press. https://doi.org/10.1017/fms.2023.70
chicago: Cipolloni, Giorgio, László Erdös, Sven Joscha Henheik, and Oleksii Kolupaiev.
“Gaussian Fluctuations in the Equipartition Principle for Wigner Matrices.” Forum
of Mathematics, Sigma. Cambridge University Press, 2023. https://doi.org/10.1017/fms.2023.70.
ieee: G. Cipolloni, L. Erdös, S. J. Henheik, and O. Kolupaiev, “Gaussian fluctuations
in the equipartition principle for Wigner matrices,” Forum of Mathematics,
Sigma, vol. 11. Cambridge University Press, 2023.
ista: Cipolloni G, Erdös L, Henheik SJ, Kolupaiev O. 2023. Gaussian fluctuations
in the equipartition principle for Wigner matrices. Forum of Mathematics, Sigma.
11, e74.
mla: Cipolloni, Giorgio, et al. “Gaussian Fluctuations in the Equipartition Principle
for Wigner Matrices.” Forum of Mathematics, Sigma, vol. 11, e74, Cambridge
University Press, 2023, doi:10.1017/fms.2023.70.
short: G. Cipolloni, L. Erdös, S.J. Henheik, O. Kolupaiev, Forum of Mathematics,
Sigma 11 (2023).
corr_author: '1'
date_created: 2023-09-17T22:01:09Z
date_published: 2023-08-23T00:00:00Z
date_updated: 2026-07-29T13:18:16Z
day: '23'
ddc:
- '510'
department:
- _id: LaEr
- _id: GradSch
doi: 10.1017/fms.2023.70
ec_funded: 1
external_id:
arxiv:
- '2301.05181'
isi:
- '001051980200001'
file:
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checksum: eb747420e6a88a7796fa934151957676
content_type: application/pdf
creator: dernst
date_created: 2023-09-20T11:09:35Z
date_updated: 2023-09-20T11:09:35Z
file_id: '14352'
file_name: 2023_ForumMathematics_Cipolloni.pdf
file_size: 852652
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intvolume: ' 11'
isi: 1
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
call_identifier: H2020
grant_number: '101020331'
name: Random matrices beyond Wigner-Dyson-Mehta
publication: Forum of Mathematics, Sigma
publication_identifier:
eissn:
- 2050-5094
publication_status: published
publisher: Cambridge University Press
quality_controlled: '1'
related_material:
record:
- id: '19540'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: Gaussian fluctuations in the equipartition principle for Wigner matrices
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: 11
year: '2023'
...
---
_id: '14421'
abstract:
- lang: eng
text: Only recently has it been possible to construct a self-adjoint Hamiltonian
that involves the creation of Dirac particles at a point source in 3d space. Its
definition makes use of an interior-boundary condition. Here, we develop for this
Hamiltonian a corresponding theory of the Bohmian configuration. That is, we (non-rigorously)
construct a Markov jump process $(Q_t)_{t\in\mathbb{R}}$ in the configuration
space of a variable number of particles that is $|\psi_t|^2$-distributed at every
time t and follows Bohmian trajectories between the jumps. The jumps correspond
to particle creation or annihilation events and occur either to or from a configuration
with a particle located at the source. The process is the natural analog of Bell's
jump process, and a central piece in its construction is the determination of
the rate of particle creation. The construction requires an analysis of the asymptotic
behavior of the Bohmian trajectories near the source. We find that the particle
reaches the source with radial speed 0, but orbits around the source infinitely
many times in finite time before absorption (or after emission).
acknowledgement: J H gratefully acknowledges partial financial support by the ERC
Advanced Grant 'RMTBeyond' No. 101020331.
article_number: '445201'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Sven Joscha
full_name: Henheik, Sven Joscha
id: 31d731d7-d235-11ea-ad11-b50331c8d7fb
last_name: Henheik
orcid: 0000-0003-1106-327X
- first_name: Roderich
full_name: Tumulka, Roderich
last_name: Tumulka
citation:
ama: 'Henheik SJ, Tumulka R. Creation rate of Dirac particles at a point source.
Journal of Physics A: Mathematical and Theoretical. 2023;56(44). doi:10.1088/1751-8121/acfe62'
apa: 'Henheik, S. J., & Tumulka, R. (2023). Creation rate of Dirac particles
at a point source. Journal of Physics A: Mathematical and Theoretical.
IOP Publishing. https://doi.org/10.1088/1751-8121/acfe62'
chicago: 'Henheik, Sven Joscha, and Roderich Tumulka. “Creation Rate of Dirac Particles
at a Point Source.” Journal of Physics A: Mathematical and Theoretical.
IOP Publishing, 2023. https://doi.org/10.1088/1751-8121/acfe62.'
ieee: 'S. J. Henheik and R. Tumulka, “Creation rate of Dirac particles at a point
source,” Journal of Physics A: Mathematical and Theoretical, vol. 56, no.
44. IOP Publishing, 2023.'
ista: 'Henheik SJ, Tumulka R. 2023. Creation rate of Dirac particles at a point
source. Journal of Physics A: Mathematical and Theoretical. 56(44), 445201.'
mla: 'Henheik, Sven Joscha, and Roderich Tumulka. “Creation Rate of Dirac Particles
at a Point Source.” Journal of Physics A: Mathematical and Theoretical,
vol. 56, no. 44, 445201, IOP Publishing, 2023, doi:10.1088/1751-8121/acfe62.'
short: 'S.J. Henheik, R. Tumulka, Journal of Physics A: Mathematical and Theoretical
56 (2023).'
corr_author: '1'
date_created: 2023-10-12T12:42:53Z
date_published: 2023-10-11T00:00:00Z
date_updated: 2026-07-29T13:18:16Z
day: '11'
ddc:
- '510'
department:
- _id: GradSch
- _id: LaEr
doi: 10.1088/1751-8121/acfe62
ec_funded: 1
external_id:
arxiv:
- '2211.16606'
isi:
- '001080908000001'
file:
- access_level: open_access
checksum: 5b68de147dd4c608b71a6e0e844d2ce9
content_type: application/pdf
creator: dernst
date_created: 2023-10-16T07:07:24Z
date_updated: 2023-10-16T07:07:24Z
file_id: '14429'
file_name: 2023_JourPhysics_Henheik.pdf
file_size: 721399
relation: main_file
success: 1
file_date_updated: 2023-10-16T07:07:24Z
has_accepted_license: '1'
intvolume: ' 56'
isi: 1
issue: '44'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 62796744-2b32-11ec-9570-940b20777f1d
call_identifier: H2020
grant_number: '101020331'
name: Random matrices beyond Wigner-Dyson-Mehta
publication: 'Journal of Physics A: Mathematical and Theoretical'
publication_identifier:
eissn:
- 1751-8121
issn:
- 1751-8113
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
related_material:
record:
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relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: Creation rate of Dirac particles at a point source
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: 56
year: '2023'
...
---
_id: '17378'
abstract:
- lang: eng
text: Generative Pre-trained Transformer models, known as GPT or OPT, set themselves
apart through breakthrough performance across complex language modelling tasks,
but also by their extremely high computational and storage costs. Specifically,
due to their massive size, even inference for large, highly-accurate GPT models
may require multiple performant GPUs, which limits the usability of such models.
While there is emerging work on relieving this pressure via model compression,
the applicability and performance of existing compression techniques is limited
by the scale and complexity of GPT models. In this paper, we address this challenge,
and propose OPTQ, a new one-shot weight quantization method based on approximate
second-order information, that is both highly-accurate and highly-efficient. Specifically,
OPTQ can quantize GPT models with 175 billion parameters in approximately four
GPU hours, reducing the bitwidth down to 3 or 4 bits per weight, with negligible
accuracy degradation relative to the uncompressed baseline. Our method more than
doubles the compression gains relative to previously-proposed one-shot quantization
methods, preserving accuracy, allowing us for the first time to execute an 175
billion-parameter model inside a single GPU for generative inference. Moreover,
we also show that our method can still provide reasonable accuracy in the extreme
quantization regime, in which weights are quantized to 2-bit or even ternary quantization
levels. We show experimentally that these improvements can be leveraged for end-to-end
inference speedups over FP16, of around 3.25x when using high-end GPUs (NVIDIA
A100) and 4.5x when using more cost-effective ones (NVIDIA A6000). The implementation
is available at https://github.com/IST-DASLab/gptq.
acknowledged_ssus:
- _id: ScienComp
acknowledgement: Elias Frantar and Dan Alistarh gratefully acknowledge funding from
the European Research Council (ERC) under the European Union’s Horizon 2020 programme
(grant agreement No. 805223 ScaleML), as well as experimental support from Eldar
Kurtic, and from the IST Austria IT department, in particular Stefano Elefante,
Andrei Hornoiu, and Alois Schloegl. The work of Saleh Ashkboos and Torsten Hoefler
was supported by the PASC DaCeMI project, received EuroHPC-JU funding under grant
MAELSTROM, No. 955513. We thank the Swiss National Supercomputing Center (CSCS)
for supporting us with compute infrastructure.
article_processing_charge: No
author:
- first_name: Elias
full_name: Frantar, Elias
id: 09a8f98d-ec99-11ea-ae11-c063a7b7fe5f
last_name: Frantar
- first_name: Saleh
full_name: Ashkboos, Saleh
last_name: Ashkboos
- first_name: Torsten
full_name: Hoefler, Torsten
last_name: Hoefler
- first_name: Dan-Adrian
full_name: Alistarh, Dan-Adrian
id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
last_name: Alistarh
orcid: 0000-0003-3650-940X
citation:
ama: 'Frantar E, Ashkboos S, Hoefler T, Alistarh D-A. OPTQ: Accurate post-training
quantization for generative pre-trained transformers. In: 11th International
Conference on Learning Representations . International Conference on Learning
Representations; 2023.'
apa: 'Frantar, E., Ashkboos, S., Hoefler, T., & Alistarh, D.-A. (2023). OPTQ:
Accurate post-training quantization for generative pre-trained transformers. In
11th International Conference on Learning Representations . Kigali, Rwanda:
International Conference on Learning Representations.'
chicago: 'Frantar, Elias, Saleh Ashkboos, Torsten Hoefler, and Dan-Adrian Alistarh.
“OPTQ: Accurate Post-Training Quantization for Generative Pre-Trained Transformers.”
In 11th International Conference on Learning Representations . International
Conference on Learning Representations, 2023.'
ieee: 'E. Frantar, S. Ashkboos, T. Hoefler, and D.-A. Alistarh, “OPTQ: Accurate
post-training quantization for generative pre-trained transformers,” in 11th
International Conference on Learning Representations , Kigali, Rwanda, 2023.'
ista: 'Frantar E, Ashkboos S, Hoefler T, Alistarh D-A. 2023. OPTQ: Accurate post-training
quantization for generative pre-trained transformers. 11th International Conference
on Learning Representations . ICLR: International Conference on Learning Representations.'
mla: 'Frantar, Elias, et al. “OPTQ: Accurate Post-Training Quantization for Generative
Pre-Trained Transformers.” 11th International Conference on Learning Representations
, International Conference on Learning Representations, 2023.'
short: E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International
Conference on Learning Representations , International Conference on Learning
Representations, 2023.
conference:
end_date: 2023-05-05
location: Kigali, Rwanda
name: 'ICLR: International Conference on Learning Representations'
start_date: 2023-05-01
corr_author: '1'
date_created: 2024-08-04T22:01:22Z
date_published: 2023-05-01T00:00:00Z
date_updated: 2026-07-29T13:48:39Z
day: '01'
ddc:
- '000'
department:
- _id: DaAl
ec_funded: 1
file:
- access_level: open_access
checksum: aacbf11dbd8b02a3e0bfd942a33e0593
content_type: application/pdf
creator: dernst
date_created: 2024-08-05T07:52:44Z
date_updated: 2024-08-05T07:52:44Z
file_id: '17385'
file_name: 2023_ICLR_Frantar.pdf
file_size: 437492
relation: main_file
success: 1
file_date_updated: 2024-08-05T07:52:44Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '805223'
name: Elastic Coordination for Scalable Machine Learning
publication: '11th International Conference on Learning Representations '
publication_status: published
publisher: International Conference on Learning Representations
quality_controlled: '1'
related_material:
link:
- relation: software
url: https://github.com/IST-DASLab/gptq
record:
- id: '17485'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: 'OPTQ: Accurate post-training quantization for generative pre-trained transformers'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2023'
...
---
_id: '14458'
abstract:
- lang: eng
text: 'We show for the first time that large-scale generative pretrained transformer
(GPT) family models can be pruned to at least 50% sparsity in one-shot, without
any retraining, at minimal loss of accuracy. This is achieved via a new pruning
method called SparseGPT, specifically designed to work efficiently and accurately
on massive GPT-family models. We can execute SparseGPT on the largest available
open-source models, OPT-175B and BLOOM-176B, in under 4.5 hours, and can reach
60% unstructured sparsity with negligible increase in perplexity: remarkably,
more than 100 billion weights from these models can be ignored at inference time.
SparseGPT generalizes to semi-structured (2:4 and 4:8) patterns, and is compatible
with weight quantization approaches. The code is available at: https://github.com/IST-DASLab/sparsegpt.'
acknowledged_ssus:
- _id: ScienComp
acknowledgement: The authors gratefully acknowledge funding from the European Research
Council (ERC) under the European Union’s Horizon 2020 programme (grant agreement
No. 805223 ScaleML), as well as experimental support from Eldar Kurtic, and from
the IST Austria IT department, in particular Stefano Elefante, Andrei Hornoiu, and
Alois Schloegl.
alternative_title:
- PMLR
article_processing_charge: No
arxiv: 1
author:
- first_name: Elias
full_name: Frantar, Elias
id: 09a8f98d-ec99-11ea-ae11-c063a7b7fe5f
last_name: Frantar
- first_name: Dan-Adrian
full_name: Alistarh, Dan-Adrian
id: 4A899BFC-F248-11E8-B48F-1D18A9856A87
last_name: Alistarh
orcid: 0000-0003-3650-940X
citation:
ama: 'Frantar E, Alistarh D-A. SparseGPT: Massive language models can be accurately
pruned in one-shot. In: Proceedings of the 40th International Conference on
Machine Learning. Vol 202. ML Research Press; 2023:10323-10337.'
apa: 'Frantar, E., & Alistarh, D.-A. (2023). SparseGPT: Massive language models
can be accurately pruned in one-shot. In Proceedings of the 40th International
Conference on Machine Learning (Vol. 202, pp. 10323–10337). Honolulu, Hawaii,
HI, United States: ML Research Press.'
chicago: 'Frantar, Elias, and Dan-Adrian Alistarh. “SparseGPT: Massive Language
Models Can Be Accurately Pruned in One-Shot.” In Proceedings of the 40th International
Conference on Machine Learning, 202:10323–37. ML Research Press, 2023.'
ieee: 'E. Frantar and D.-A. Alistarh, “SparseGPT: Massive language models can be
accurately pruned in one-shot,” in Proceedings of the 40th International Conference
on Machine Learning, Honolulu, Hawaii, HI, United States, 2023, vol. 202,
pp. 10323–10337.'
ista: 'Frantar E, Alistarh D-A. 2023. SparseGPT: Massive language models can be
accurately pruned in one-shot. Proceedings of the 40th International Conference
on Machine Learning. ICML: International Conference on Machine Learning, PMLR,
vol. 202, 10323–10337.'
mla: 'Frantar, Elias, and Dan-Adrian Alistarh. “SparseGPT: Massive Language Models
Can Be Accurately Pruned in One-Shot.” Proceedings of the 40th International
Conference on Machine Learning, vol. 202, ML Research Press, 2023, pp. 10323–37.'
short: E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference
on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
conference:
end_date: 2023-07-29
location: Honolulu, Hawaii, HI, United States
name: 'ICML: International Conference on Machine Learning'
start_date: 2023-07-23
corr_author: '1'
date_created: 2023-10-29T23:01:16Z
date_published: 2023-07-30T00:00:00Z
date_updated: 2026-07-29T13:48:39Z
day: '30'
department:
- _id: DaAl
ec_funded: 1
external_id:
arxiv:
- '2301.00774'
intvolume: ' 202'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.48550/arXiv.2301.00774
month: '07'
oa: 1
oa_version: Preprint
page: 10323-10337
project:
- _id: 268A44D6-B435-11E9-9278-68D0E5697425
call_identifier: H2020
grant_number: '805223'
name: Elastic Coordination for Scalable Machine Learning
publication: Proceedings of the 40th International Conference on Machine Learning
publication_identifier:
eissn:
- 2640-3498
publication_status: published
publisher: ML Research Press
quality_controlled: '1'
related_material:
record:
- id: '17485'
relation: dissertation_contains
status: public
scopus_import: '1'
status: public
title: 'SparseGPT: Massive language models can be accurately pruned in one-shot'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 202
year: '2023'
...
---
OA_type: closed access
_id: '22487'
abstract:
- lang: eng
text: As an important part of global semi-arid grassland, adequately understanding
how eco-hydrological processes in the Temperate Semi-Arid Grassland of China (TSGC)
respond to environmental change over a century-long time scale is of critical
importance to environmental change adaptation and mitigation policy in the semi-arid
region. We investigated the dynamics and driving forces of key eco-hydrological
variables (leaf area index (LAI), gross primary production (GPP), evapotranspiration
(ET), water yield (WY), and water use efficiency (WUE)) of 8 typical locations
within the TSGC during the period 1901–2016, using a well-tested mechanistic eco-hydrological
model, seamlessly integrating land-surface energy balance, hydrological and carbon
cycle, vegetation dynamics, and soil biogeochemistry. Results show that dominated
by the elevated CO2, the annual LAI, GPP, and WUE increased significantly during
1901–2016, indicating that the environmental conditions were conducive to vegetation
growth. Warming conditions were a promoter of vegetation growth in sandy grassland
but a suppressant in typical steppe due to water stress increase. For the same
reason, ET of sandy grassland exhibited a significant increasing trend, in response
to warming, while that of typical steppe had an insignificant decreasing trend,
controlled by the precipitation decline. Warming and the vegetation growth acceleration
due to the elevated CO2 negatively influenced WY, which showed a decreasing trend,
especially in the sandy grassland, suggesting the reduction of available water
resources. Overall, our results revealed that this region, especially sandy grassland,
exhibited an “enhanced vegetation but decreased water yield” trend under environmental
changes occurred in the past century.
article_number: '129235'
article_processing_charge: No
article_type: original
author:
- first_name: Xinxin
full_name: Pang, Xinxin
last_name: Pang
- first_name: Simone
full_name: Fatichi, Simone
id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
last_name: Fatichi
- first_name: Huimin
full_name: Lei, Huimin
last_name: Lei
- first_name: Zhentao
full_name: Cong, Zhentao
last_name: Cong
- first_name: Hanbo
full_name: Yang, Hanbo
last_name: Yang
- first_name: Limin
full_name: Duan, Limin
last_name: Duan
citation:
ama: Pang X, Fatichi S, Lei H, Cong Z, Yang H, Duan L. Environmental changes promoted
vegetation growth and reduced water yield over the temperate semi-arid grassland
of China during 1901–2016. Journal of Hydrology. 2023;618. doi:10.1016/j.jhydrol.2023.129235
apa: Pang, X., Fatichi, S., Lei, H., Cong, Z., Yang, H., & Duan, L. (2023).
Environmental changes promoted vegetation growth and reduced water yield over
the temperate semi-arid grassland of China during 1901–2016. Journal of Hydrology.
Elsevier. https://doi.org/10.1016/j.jhydrol.2023.129235
chicago: Pang, Xinxin, Simone Fatichi, Huimin Lei, Zhentao Cong, Hanbo Yang, and
Limin Duan. “Environmental Changes Promoted Vegetation Growth and Reduced Water
Yield over the Temperate Semi-Arid Grassland of China during 1901–2016.” Journal
of Hydrology. Elsevier, 2023. https://doi.org/10.1016/j.jhydrol.2023.129235.
ieee: X. Pang, S. Fatichi, H. Lei, Z. Cong, H. Yang, and L. Duan, “Environmental
changes promoted vegetation growth and reduced water yield over the temperate
semi-arid grassland of China during 1901–2016,” Journal of Hydrology, vol.
618. Elsevier, 2023.
ista: Pang X, Fatichi S, Lei H, Cong Z, Yang H, Duan L. 2023. Environmental changes
promoted vegetation growth and reduced water yield over the temperate semi-arid
grassland of China during 1901–2016. Journal of Hydrology. 618, 129235.
mla: Pang, Xinxin, et al. “Environmental Changes Promoted Vegetation Growth and
Reduced Water Yield over the Temperate Semi-Arid Grassland of China during 1901–2016.”
Journal of Hydrology, vol. 618, 129235, Elsevier, 2023, doi:10.1016/j.jhydrol.2023.129235.
short: X. Pang, S. Fatichi, H. Lei, Z. Cong, H. Yang, L. Duan, Journal of Hydrology
618 (2023).
das_tickbox: '1'
date_created: 2026-07-27T12:30:23Z
date_published: 2023-03-01T00:00:00Z
date_updated: 2026-07-30T11:01:14Z
day: '01'
doi: 10.1016/j.jhydrol.2023.129235
extern: '1'
intvolume: ' 618'
language:
- iso: eng
month: '03'
oa_version: None
publication: Journal of Hydrology
publication_identifier:
eissn:
- 1879-2707
issn:
- 0022-1694
publication_status: published
publisher: Elsevier
quality_controlled: '1'
scopus_import: '1'
status: public
title: Environmental changes promoted vegetation growth and reduced water yield over
the temperate semi-arid grassland of China during 1901–2016
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 618
year: '2023'
...
---
OA_type: closed access
_id: '22434'
abstract:
- lang: eng
text: Evapotranspiration (ET) — the distribution and partitioning of which is strongly
mediated by vegetation — is central to the water, energy and carbon cycles. In
this Review, we examine the spatiotemporal patterns of ET changes and their linkages
with vegetation. A multi-decadal and accelerating rise in global ET is apparent
since the 1980s. Diagnostic data sets indicate increases of 0.66 ± 0.38 mm year−2
(mean ± one standard deviation) over 1982–2011 and 1.19 ± 0.31 mm year−2 over
2001–2020. These changes are largely related to vegetation greening (increasing
leaf area index (LAI)), hence large ET increases occur in northern high latitudes
where greening predominates; increased precipitation and enhanced atmospheric
evaporative demand have secondary roles. The impacts of specific drivers of vegetation
change on ET, such as CO2 fertilization, land use change and nitrogen deposition,
are uncertain and difficult to quantify at the global scale but have strong impacts
at local and/or regional scales. Owing to projected increases in LAI, global ET
is expected to continue rising with future anthropogenic warming, although ET
sensitivity to greening is lower than in the present climate. Enhanced model validation
with respect to long-term trends and ET partitioning, improved mechanistic understanding
of key processes and greater data-model fusion techniques are essential for improved
understanding of ET characteristics.
article_processing_charge: No
article_type: original
author:
- first_name: Yuting
full_name: Yang, Yuting
last_name: Yang
- first_name: Michael L.
full_name: Roderick, Michael L.
last_name: Roderick
- first_name: Hui
full_name: Guo, Hui
last_name: Guo
- first_name: Diego G.
full_name: Miralles, Diego G.
last_name: Miralles
- first_name: Lu
full_name: Zhang, Lu
last_name: Zhang
- first_name: Simone
full_name: Fatichi, Simone
id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
last_name: Fatichi
- first_name: Xiangzhong
full_name: Luo, Xiangzhong
last_name: Luo
- first_name: Yongqiang
full_name: Zhang, Yongqiang
last_name: Zhang
- first_name: Tim R.
full_name: McVicar, Tim R.
last_name: McVicar
- first_name: Zhuoyi
full_name: Tu, Zhuoyi
last_name: Tu
- first_name: Trevor F.
full_name: Keenan, Trevor F.
last_name: Keenan
- first_name: Joshua B.
full_name: Fisher, Joshua B.
last_name: Fisher
- first_name: Rong
full_name: Gan, Rong
last_name: Gan
- first_name: Xuanze
full_name: Zhang, Xuanze
last_name: Zhang
- first_name: Shilong
full_name: Piao, Shilong
last_name: Piao
- first_name: Baoqing
full_name: Zhang, Baoqing
last_name: Zhang
- first_name: Dawen
full_name: Yang, Dawen
last_name: Yang
citation:
ama: Yang Y, Roderick ML, Guo H, et al. Evapotranspiration on a greening Earth.
Nature Reviews Earth & Environment. 2023;4(9):626-641. doi:10.1038/s43017-023-00464-3
apa: Yang, Y., Roderick, M. L., Guo, H., Miralles, D. G., Zhang, L., Fatichi, S.,
… Yang, D. (2023). Evapotranspiration on a greening Earth. Nature Reviews Earth
& Environment. Springer Nature. https://doi.org/10.1038/s43017-023-00464-3
chicago: Yang, Yuting, Michael L. Roderick, Hui Guo, Diego G. Miralles, Lu Zhang,
Simone Fatichi, Xiangzhong Luo, et al. “Evapotranspiration on a Greening Earth.”
Nature Reviews Earth & Environment. Springer Nature, 2023. https://doi.org/10.1038/s43017-023-00464-3.
ieee: Y. Yang et al., “Evapotranspiration on a greening Earth,” Nature
Reviews Earth & Environment, vol. 4, no. 9. Springer Nature, pp. 626–641,
2023.
ista: Yang Y, Roderick ML, Guo H, Miralles DG, Zhang L, Fatichi S, Luo X, Zhang
Y, McVicar TR, Tu Z, Keenan TF, Fisher JB, Gan R, Zhang X, Piao S, Zhang B, Yang
D. 2023. Evapotranspiration on a greening Earth. Nature Reviews Earth & Environment.
4(9), 626–641.
mla: Yang, Yuting, et al. “Evapotranspiration on a Greening Earth.” Nature Reviews
Earth & Environment, vol. 4, no. 9, Springer Nature, 2023, pp. 626–41,
doi:10.1038/s43017-023-00464-3.
short: Y. Yang, M.L. Roderick, H. Guo, D.G. Miralles, L. Zhang, S. Fatichi, X. Luo,
Y. Zhang, T.R. McVicar, Z. Tu, T.F. Keenan, J.B. Fisher, R. Gan, X. Zhang, S.
Piao, B. Zhang, D. Yang, Nature Reviews Earth & Environment 4 (2023) 626–641.
das_tickbox: '1'
date_created: 2026-07-27T12:30:23Z
date_published: 2023-09-01T00:00:00Z
date_updated: 2026-07-30T11:03:47Z
day: '01'
doi: 10.1038/s43017-023-00464-3
extern: '1'
intvolume: ' 4'
issue: '9'
language:
- iso: eng
month: '09'
oa_version: None
page: 626-641
publication: Nature Reviews Earth & Environment
publication_identifier:
eissn:
- 2662-138X
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Evapotranspiration on a greening Earth
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 4
year: '2023'
...
---
OA_place: publisher
OA_type: gold
_id: '22477'
abstract:
- lang: eng
text: Partitioned estimates of the boreal forest carbon (C) sink components are
crucial for understanding processes and developing science-driven adaptation and
mitigation strategies under climate change. Here, we provide a concise tree-centered
overview of the boreal forest C balance and offer a circumpolar perspective on
the contribution of trees to boreal forest C dynamics. We combine an ant’s-eye
view, based on quantitative in situ observations of C balance, with a bird’s-eye
perspective on C dynamics across the circumboreal region using large-scale data
sets. We conclude with an outlook addressing the trajectories of the circumboreal
C dynamics in response to projected environmental changes.
article_processing_charge: No
author:
- first_name: Christoforos
full_name: Pappas, Christoforos
last_name: Pappas
- first_name: Flurin
full_name: Babst, Flurin
last_name: Babst
- first_name: Simone
full_name: Fatichi, Simone
id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
last_name: Fatichi
- first_name: Stefan
full_name: Klesse, Stefan
last_name: Klesse
- first_name: Athanasios
full_name: Paschalis, Athanasios
last_name: Paschalis
- first_name: Richard L.
full_name: Peters, Richard L.
last_name: Peters
citation:
ama: 'Pappas C, Babst F, Fatichi S, Klesse S, Paschalis A, Peters RL. A Circumpolar
Perspective on the Contribution of Trees to the Boreal Forest Carbon Balance.
In: Boreal Forests in the Face of Climate Change. Vol 74. Advances in Global
Change Research. Cham: Springer Nature; 2023:271-294. doi:10.1007/978-3-031-15988-6_10'
apa: 'Pappas, C., Babst, F., Fatichi, S., Klesse, S., Paschalis, A., & Peters,
R. L. (2023). A Circumpolar Perspective on the Contribution of Trees to the Boreal
Forest Carbon Balance. In Boreal Forests in the Face of Climate Change
(Vol. 74, pp. 271–294). Cham: Springer Nature. https://doi.org/10.1007/978-3-031-15988-6_10'
chicago: 'Pappas, Christoforos, Flurin Babst, Simone Fatichi, Stefan Klesse, Athanasios
Paschalis, and Richard L. Peters. “A Circumpolar Perspective on the Contribution
of Trees to the Boreal Forest Carbon Balance.” In Boreal Forests in the Face
of Climate Change, 74:271–94. Advances in Global Change Research. Cham: Springer
Nature, 2023. https://doi.org/10.1007/978-3-031-15988-6_10.'
ieee: 'C. Pappas, F. Babst, S. Fatichi, S. Klesse, A. Paschalis, and R. L. Peters,
“A Circumpolar Perspective on the Contribution of Trees to the Boreal Forest Carbon
Balance,” in Boreal Forests in the Face of Climate Change, vol. 74, Cham:
Springer Nature, 2023, pp. 271–294.'
ista: 'Pappas C, Babst F, Fatichi S, Klesse S, Paschalis A, Peters RL. 2023.A Circumpolar
Perspective on the Contribution of Trees to the Boreal Forest Carbon Balance.
In: Boreal Forests in the Face of Climate Change. vol. 74, 271–294.'
mla: Pappas, Christoforos, et al. “A Circumpolar Perspective on the Contribution
of Trees to the Boreal Forest Carbon Balance.” Boreal Forests in the Face of
Climate Change, vol. 74, Springer Nature, 2023, pp. 271–94, doi:10.1007/978-3-031-15988-6_10.
short: C. Pappas, F. Babst, S. Fatichi, S. Klesse, A. Paschalis, R.L. Peters, in:,
Boreal Forests in the Face of Climate Change, Springer Nature, Cham, 2023, pp.
271–294.
das_tickbox: '1'
date_created: 2026-07-27T12:30:23Z
date_published: 2023-02-26T00:00:00Z
date_updated: 2026-08-06T10:55:28Z
day: '26'
ddc:
- '550'
doi: 10.1007/978-3-031-15988-6_10
extern: '1'
has_accepted_license: '1'
intvolume: ' 74'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1007/978-3-031-15988-6_10
month: '02'
oa: 1
oa_version: Published Version
page: 271-294
place: Cham
publication: Boreal Forests in the Face of Climate Change
publication_identifier:
eisbn:
- '9783031159886'
eissn:
- 2215-1621
isbn:
- '9783031159879'
issn:
- 1574-0919
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: Advances in Global Change Research
status: public
title: A Circumpolar Perspective on the Contribution of Trees to the Boreal Forest
Carbon Balance
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: book_chapter
user_id: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 74
year: '2023'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22573'
abstract:
- lang: eng
text: As the climate warms, increasing heat-related health risks are expected, and
can be exacerbated by the urban heat island (UHI) effect. UHIs can also offer
protection against cold weather, but a clear quantification of their impacts on
human health across diverse cities and seasons is still being explored. Here we
provide a 500 m resolution assessment of mortality risks associated with UHIs
for 85 European cities in 2015-2017. Acute impacts are found during heat extremes,
with a 45% median increase in mortality risk associated with UHI, compared to
a 7% decrease during cold extremes. However, protracted cold seasons result in
greater integrated protective effects. On average, UHI-induced heat-/cold-related
mortality is associated with economic impacts of €192/€ − 314 per adult urban
inhabitant per year in Europe, comparable to air pollution and transit costs.
These findings urge strategies aimed at designing healthier cities to consider
the seasonality of UHI impacts, and to account for social costs, their controlling
factors, and intra-urban variability.
article_number: '7438'
article_processing_charge: No
article_type: original
author:
- first_name: Wan Ting Katty
full_name: Huang, Wan Ting Katty
last_name: Huang
- first_name: Pierre
full_name: Masselot, Pierre
last_name: Masselot
- first_name: Elie
full_name: Bou-Zeid, Elie
last_name: Bou-Zeid
- first_name: Simone
full_name: Fatichi, Simone
id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
last_name: Fatichi
- first_name: Athanasios
full_name: Paschalis, Athanasios
last_name: Paschalis
- first_name: Ting
full_name: Sun, Ting
last_name: Sun
- first_name: Antonio
full_name: Gasparrini, Antonio
last_name: Gasparrini
- first_name: Gabriele
full_name: Manoli, Gabriele
last_name: Manoli
citation:
ama: Huang WTK, Masselot P, Bou-Zeid E, et al. Economic valuation of temperature-related
mortality attributed to urban heat islands in European cities. Nature Communications.
2023;14(1). doi:10.1038/s41467-023-43135-z
apa: Huang, W. T. K., Masselot, P., Bou-Zeid, E., Fatichi, S., Paschalis, A., Sun,
T., … Manoli, G. (2023). Economic valuation of temperature-related mortality attributed
to urban heat islands in European cities. Nature Communications. Springer
Nature. https://doi.org/10.1038/s41467-023-43135-z
chicago: Huang, Wan Ting Katty, Pierre Masselot, Elie Bou-Zeid, Simone Fatichi,
Athanasios Paschalis, Ting Sun, Antonio Gasparrini, and Gabriele Manoli. “Economic
Valuation of Temperature-Related Mortality Attributed to Urban Heat Islands in
European Cities.” Nature Communications. Springer Nature, 2023. https://doi.org/10.1038/s41467-023-43135-z.
ieee: W. T. K. Huang et al., “Economic valuation of temperature-related mortality
attributed to urban heat islands in European cities,” Nature Communications,
vol. 14, no. 1. Springer Nature, 2023.
ista: Huang WTK, Masselot P, Bou-Zeid E, Fatichi S, Paschalis A, Sun T, Gasparrini
A, Manoli G. 2023. Economic valuation of temperature-related mortality attributed
to urban heat islands in European cities. Nature Communications. 14(1), 7438.
mla: Huang, Wan Ting Katty, et al. “Economic Valuation of Temperature-Related Mortality
Attributed to Urban Heat Islands in European Cities.” Nature Communications,
vol. 14, no. 1, 7438, Springer Nature, 2023, doi:10.1038/s41467-023-43135-z.
short: W.T.K. Huang, P. Masselot, E. Bou-Zeid, S. Fatichi, A. Paschalis, T. Sun,
A. Gasparrini, G. Manoli, Nature Communications 14 (2023).
das_tickbox: '1'
date_created: 2026-07-27T12:30:24Z
date_published: 2023-11-17T00:00:00Z
date_updated: 2026-08-06T11:08:56Z
day: '17'
doi: 10.1038/s41467-023-43135-z
extern: '1'
external_id:
pmid:
- ' 37978178'
intvolume: ' 14'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1038/s41467-023-43135-z
month: '11'
oa: 1
oa_version: Published Version
pmid: 1
publication: Nature Communications
publication_identifier:
eissn:
- 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
status: public
title: Economic valuation of temperature-related mortality attributed to urban heat
islands in European cities
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: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 14
year: '2023'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
_id: '22517'
abstract:
- lang: eng
text: The capacity of vegetation to mitigate excessive urban heat has been well
documented. However, the cooling potential provided by urban vegetation during
heatwaves is less known even though heatwaves have been projected to be more severe
with climate change. Across 24 global metropolises, we combine 30 m resolution
satellite observations with a theoretical leaf energy balance model to quantify
the change of the leaf-to-air temperature difference and stomatal conductance
during heatwaves from 2000 to 2020. We found the responses of urban vegetation
to heatwaves differ significantly across cities and they are mediated by climate
forcing and human management. During heatwaves, vegetation in Mediterranean and
midlatitude-humid cities shows a significant decrease in cooling potential in
most cases due to large stomatal closures, while vegetation in arid cities shows
a cooling enhancement with an unmodified stomatal opening likely in response to
intense irrigation. In comparison, the cooling potential of vegetation in high-latitude
humid cities does not show significant changes. These responses have implications
for future urban vegetation management strategies and urban planning.
article_number: '014035'
article_processing_charge: No
article_type: letter_note
author:
- first_name: Jiacheng
full_name: Zhao, Jiacheng
last_name: Zhao
- first_name: Naika
full_name: Meili, Naika
last_name: Meili
- first_name: Xiang
full_name: Zhao, Xiang
last_name: Zhao
- first_name: Simone
full_name: Fatichi, Simone
id: cf8e546b-a9b0-11f0-a43b-aa89ed1b56d6
last_name: Fatichi
citation:
ama: Zhao J, Meili N, Zhao X, Fatichi S. Urban vegetation cooling potential during
heatwaves depends on background climate. Environmental Research Letters.
2023;18(1). doi:10.1088/1748-9326/acaf0f
apa: Zhao, J., Meili, N., Zhao, X., & Fatichi, S. (2023). Urban vegetation cooling
potential during heatwaves depends on background climate. Environmental Research
Letters. IOP Publishing. https://doi.org/10.1088/1748-9326/acaf0f
chicago: Zhao, Jiacheng, Naika Meili, Xiang Zhao, and Simone Fatichi. “Urban Vegetation
Cooling Potential during Heatwaves Depends on Background Climate.” Environmental
Research Letters. IOP Publishing, 2023. https://doi.org/10.1088/1748-9326/acaf0f.
ieee: J. Zhao, N. Meili, X. Zhao, and S. Fatichi, “Urban vegetation cooling potential
during heatwaves depends on background climate,” Environmental Research Letters,
vol. 18, no. 1. IOP Publishing, 2023.
ista: Zhao J, Meili N, Zhao X, Fatichi S. 2023. Urban vegetation cooling potential
during heatwaves depends on background climate. Environmental Research Letters.
18(1), 014035.
mla: Zhao, Jiacheng, et al. “Urban Vegetation Cooling Potential during Heatwaves
Depends on Background Climate.” Environmental Research Letters, vol. 18,
no. 1, 014035, IOP Publishing, 2023, doi:10.1088/1748-9326/acaf0f.
short: J. Zhao, N. Meili, X. Zhao, S. Fatichi, Environmental Research Letters 18
(2023).
das_tickbox: '1'
date_created: 2026-07-27T12:30:24Z
date_published: 2023-01-12T00:00:00Z
date_updated: 2026-08-06T11:33:12Z
day: '12'
doi: 10.1088/1748-9326/acaf0f
extern: '1'
intvolume: ' 18'
issue: '1'
keyword:
- Urban vegetation
- Heatwave
- Cooling potential
- Stomatal behavior
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/0.1088/1748-9326/acaf0f
month: '01'
oa: 1
oa_version: Published Version
publication: Environmental Research Letters
publication_identifier:
eissn:
- 1748-9326
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: Urban vegetation cooling potential during heatwaves depends on background climate
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: ba8df636-2132-11f1-aed0-ed93e2281fdd
volume: 18
year: '2023'
...
---
_id: '12702'
abstract:
- lang: eng
text: Hydrocarbon mixtures are extremely abundant in the Universe, and diamond formation
from them can play a crucial role in shaping the interior structure and evolution
of planets. With first-principles accuracy, we first estimate the melting line
of diamond, and then reveal the nature of chemical bonding in hydrocarbons at
extreme conditions. We finally establish the pressure-temperature phase boundary
where it is thermodynamically possible for diamond to form from hydrocarbon mixtures
with different atomic fractions of carbon. Notably, here we show a depletion zone
at pressures above 200 GPa and temperatures below 3000 K-3500 K where diamond
formation is thermodynamically favorable regardless of the carbon atomic fraction,
due to a phase separation mechanism. The cooler condition of the interior of Neptune
compared to Uranus means that the former is much more likely to contain the depletion
zone. Our findings can help explain the dichotomy of the two ice giants manifested
by the low luminosity of Uranus, and lead to a better understanding of (exo-)planetary
formation and evolution.
acknowledgement: BC thanks Daan Frenkel for stimulating discussions. We thank Aleks
Reinhardt, Daan Frenkel, Marius Millot, Federica Coppari, Rhys Bunting, and Chris
J. Pickard for critically reading the manuscript and providing useful suggestions.
BC acknowledges resources provided by the Cambridge Tier-2 system operated by the
University of Cambridge Research Computing Service funded by EPSRC Tier-2 capital
grant EP/P020259/1. SH acknowledges support from LDRD 19-ERD-031 and computing support
from the Lawrence Livermore National Laboratory (LLNL) Institutional Computing Grand
Challenge program. Lawrence Livermore National Laboratory is operated by Lawrence
Livermore National Security, LLC, for the U.S. Department of Energy, National Nuclear
Security Administration under Contract DE-AC52-07NA27344. MB acknowledges support
by the European Horizon 2020 program within the Marie Skłodowska-Curie actions (xICE
grant number 894725), funding from the NOMIS foundation and computational resources
at the North-German Supercomputing Alliance (HLRN) facilities.
article_number: '1104'
article_processing_charge: No
article_type: original
author:
- first_name: Bingqing
full_name: Cheng, Bingqing
id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
last_name: Cheng
orcid: 0000-0002-3584-9632
- first_name: Sebastien
full_name: Hamel, Sebastien
last_name: Hamel
- first_name: Mandy
full_name: Bethkenhagen, Mandy
id: 201939f4-803f-11ed-ab7e-d8da4bd1517f
last_name: Bethkenhagen
orcid: 0000-0002-1838-2129
citation:
ama: Cheng B, Hamel S, Bethkenhagen M. Thermodynamics of diamond formation from
hydrocarbon mixtures in planets. Nature Communications. 2023;14. doi:10.1038/s41467-023-36841-1
apa: Cheng, B., Hamel, S., & Bethkenhagen, M. (2023). Thermodynamics of diamond
formation from hydrocarbon mixtures in planets. Nature Communications.
Springer Nature. https://doi.org/10.1038/s41467-023-36841-1
chicago: Cheng, Bingqing, Sebastien Hamel, and Mandy Bethkenhagen. “Thermodynamics
of Diamond Formation from Hydrocarbon Mixtures in Planets.” Nature Communications.
Springer Nature, 2023. https://doi.org/10.1038/s41467-023-36841-1.
ieee: B. Cheng, S. Hamel, and M. Bethkenhagen, “Thermodynamics of diamond formation
from hydrocarbon mixtures in planets,” Nature Communications, vol. 14.
Springer Nature, 2023.
ista: Cheng B, Hamel S, Bethkenhagen M. 2023. Thermodynamics of diamond formation
from hydrocarbon mixtures in planets. Nature Communications. 14, 1104.
mla: Cheng, Bingqing, et al. “Thermodynamics of Diamond Formation from Hydrocarbon
Mixtures in Planets.” Nature Communications, vol. 14, 1104, Springer Nature,
2023, doi:10.1038/s41467-023-36841-1.
short: B. Cheng, S. Hamel, M. Bethkenhagen, Nature Communications 14 (2023).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "All original data generated for the study, including the
MLP, the training set, simulation input files, intermediate data, PYTHON notebook,
are in the SI repository https://github.com/BingqingCheng/highp-ch\r\nhttps://doi.org/10.5281/ZENODO.7578498"
date_created: 2023-03-05T23:01:04Z
date_published: 2023-02-27T00:00:00Z
date_updated: 2026-08-07T10:50:07Z
day: '27'
ddc:
- '540'
department:
- _id: BiCh
doi: 10.1038/s41467-023-36841-1
external_id:
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- '000939678300002'
pmid:
- '36843123'
file:
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checksum: 5ff61ad21511950c15abb73b18613883
content_type: application/pdf
creator: cchlebak
date_created: 2023-03-07T10:58:00Z
date_updated: 2023-03-07T10:58:00Z
file_id: '12713'
file_name: 2023_NatComm_Cheng.pdf
file_size: 1946443
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success: 1
file_date_updated: 2023-03-07T10:58:00Z
has_accepted_license: '1'
intvolume: ' 14'
isi: 1
language:
- iso: eng
month: '02'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: 9B861AAC-BA93-11EA-9121-9846C619BF3A
name: NOMIS Fellowship Program
publication: Nature Communications
publication_identifier:
eissn:
- 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: no
title: Thermodynamics of diamond formation from hydrocarbon mixtures in planets
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: 14
year: '2023'
...
---
_id: '12912'
abstract:
- lang: eng
text: The chemical potential of adsorbed or confined fluids provides insight into
their unique thermodynamic properties and determines adsorption isotherms. However,
it is often difficult to compute this quantity from atomistic simulations using
existing statistical mechanical methods. We introduce a computational framework
that utilizes static structure factors, thermodynamic integration, and free energy
perturbation for calculating the absolute chemical potential of fluids. For demonstration,
we apply the method to compute the adsorption isotherms of carbon dioxide in a
metal-organic framework and water in carbon nanotubes.
acknowledgement: We thank Aleks Reinhardt and Daan Frenkel for their insightful comments
and suggestions on the article. B.C. acknowledges the resources provided by the
Cambridge Tier-2 system operated by the University of Cambridge Research Computing
Service funded by EPSRC Tier-2 capital Grant No. EP/P020259/1.
article_number: '161101 '
article_processing_charge: No
article_type: original
arxiv: 1
author:
- first_name: Rochus
full_name: Schmid, Rochus
last_name: Schmid
- first_name: Bingqing
full_name: Cheng, Bingqing
id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
last_name: Cheng
orcid: 0000-0002-3584-9632
citation:
ama: Schmid R, Cheng B. Computing chemical potentials of adsorbed or confined fluids.
The Journal of Chemical Physics. 2023;158(16). doi:10.1063/5.0146711
apa: Schmid, R., & Cheng, B. (2023). Computing chemical potentials of adsorbed
or confined fluids. The Journal of Chemical Physics. AIP Publishing. https://doi.org/10.1063/5.0146711
chicago: Schmid, Rochus, and Bingqing Cheng. “Computing Chemical Potentials of Adsorbed
or Confined Fluids.” The Journal of Chemical Physics. AIP Publishing, 2023.
https://doi.org/10.1063/5.0146711.
ieee: R. Schmid and B. Cheng, “Computing chemical potentials of adsorbed or confined
fluids,” The Journal of Chemical Physics, vol. 158, no. 16. AIP Publishing,
2023.
ista: Schmid R, Cheng B. 2023. Computing chemical potentials of adsorbed or confined
fluids. The Journal of Chemical Physics. 158(16), 161101.
mla: Schmid, Rochus, and Bingqing Cheng. “Computing Chemical Potentials of Adsorbed
or Confined Fluids.” The Journal of Chemical Physics, vol. 158, no. 16,
161101, AIP Publishing, 2023, doi:10.1063/5.0146711.
short: R. Schmid, B. Cheng, The Journal of Chemical Physics 158 (2023).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: Additional simulation details are provided in the supplementary
material. All Python scripts and simulation input files generated for the study
are in the supplementary material repository at https://github.com/BingqingCheng/mu-adsorption.
Scripts for the S0 analysis are at https://github.com/BingqingCheng/S0.
date_created: 2023-05-07T22:01:03Z
date_published: 2023-04-24T00:00:00Z
date_updated: 2026-08-07T10:55:19Z
day: '24'
ddc:
- '540'
department:
- _id: BiCh
doi: 10.1063/5.0146711
external_id:
arxiv:
- '2302.01297'
isi:
- '001010676000010'
pmid:
- '37093149'
file:
- access_level: open_access
checksum: 4ab8c965f2fa4e17920bfa846847f137
content_type: application/pdf
creator: dernst
date_created: 2023-05-08T07:44:49Z
date_updated: 2023-05-08T07:44:49Z
file_id: '12918'
file_name: 2023_JourChemicalPhysics_Schmid.pdf
file_size: 6499468
relation: main_file
success: 1
file_date_updated: 2023-05-08T07:44:49Z
has_accepted_license: '1'
intvolume: ' 158'
isi: 1
issue: '16'
language:
- iso: eng
month: '04'
oa: 1
oa_version: Published Version
pmid: 1
publication: The Journal of Chemical Physics
publication_identifier:
eissn:
- 1089-7690
publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
related_material:
link:
- relation: software
url: https://github.com/BingqingCheng/mu-adsorption
- relation: software
url: https://github.com/BingqingCheng/S0
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Computing chemical potentials of adsorbed or confined fluids
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: 158
year: '2023'
...
---
_id: '12879'
abstract:
- lang: eng
text: Machine learning (ML) has been widely applied to chemical property prediction,
most prominently for the energies and forces in molecules and materials. The strong
interest in predicting energies in particular has led to a ‘local energy’-based
paradigm for modern atomistic ML models, which ensures size-extensivity and a
linear scaling of computational cost with system size. However, many electronic
properties (such as excitation energies or ionization energies) do not necessarily
scale linearly with system size and may even be spatially localized. Using size-extensive
models in these cases can lead to large errors. In this work, we explore different
strategies for learning intensive and localized properties, using HOMO energies
in organic molecules as a representative test case. In particular, we analyze
the pooling functions that atomistic neural networks use to predict molecular
properties, and suggest an orbital weighted average (OWA) approach that enables
the accurate prediction of orbital energies and locations.
acknowledgement: KC acknowledges funding from the China Scholarship Council. KC is
grateful for the TUM graduate school finance support to visit Bingqing Cheng's group
in IST for two months. We also thankfully acknowledge computational resources provided
by the MPCDF Supercomputing Centre.
article_processing_charge: No
article_type: original
author:
- first_name: Ke
full_name: Chen, Ke
id: c636c5ca-e8b8-11ed-b2d4-cc2c37613a8d
last_name: Chen
- first_name: Christian
full_name: Kunkel, Christian
last_name: Kunkel
- first_name: Bingqing
full_name: Cheng, Bingqing
id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
last_name: Cheng
orcid: 0000-0002-3584-9632
- first_name: Karsten
full_name: Reuter, Karsten
last_name: Reuter
- first_name: Johannes T.
full_name: Margraf, Johannes T.
last_name: Margraf
citation:
ama: Chen K, Kunkel C, Cheng B, Reuter K, Margraf JT. Physics-inspired machine learning
of localized intensive properties. Chemical Science. 2023. doi:10.1039/d3sc00841j
apa: Chen, K., Kunkel, C., Cheng, B., Reuter, K., & Margraf, J. T. (2023). Physics-inspired
machine learning of localized intensive properties. Chemical Science. Royal
Society of Chemistry. https://doi.org/10.1039/d3sc00841j
chicago: Chen, Ke, Christian Kunkel, Bingqing Cheng, Karsten Reuter, and Johannes
T. Margraf. “Physics-Inspired Machine Learning of Localized Intensive Properties.”
Chemical Science. Royal Society of Chemistry, 2023. https://doi.org/10.1039/d3sc00841j.
ieee: K. Chen, C. Kunkel, B. Cheng, K. Reuter, and J. T. Margraf, “Physics-inspired
machine learning of localized intensive properties,” Chemical Science.
Royal Society of Chemistry, 2023.
ista: Chen K, Kunkel C, Cheng B, Reuter K, Margraf JT. 2023. Physics-inspired machine
learning of localized intensive properties. Chemical Science.
mla: Chen, Ke, et al. “Physics-Inspired Machine Learning of Localized Intensive
Properties.” Chemical Science, Royal Society of Chemistry, 2023, doi:10.1039/d3sc00841j.
short: K. Chen, C. Kunkel, B. Cheng, K. Reuter, J.T. Margraf, Chemical Science (2023).
das_tickbox: '1'
dataavailabilitystatement: Data and code for this paper are publicly available at
https://gitlab.mpcdf.mpg.de/kchen/localized-intensive-property-prediciton.git.
date_created: 2023-04-30T22:01:06Z
date_published: 2023-04-10T00:00:00Z
date_updated: 2026-08-07T10:53:37Z
day: '10'
ddc:
- '000'
- '540'
department:
- _id: BiCh
doi: 10.1039/d3sc00841j
external_id:
isi:
- '000971508100001'
file:
- access_level: open_access
checksum: 5eeec69a51e192dcd94b955d84423836
content_type: application/pdf
creator: dernst
date_created: 2023-05-02T07:17:05Z
date_updated: 2023-05-02T07:17:05Z
file_id: '12883'
file_name: 2023_ChemialScience_Chen.pdf
file_size: 1515446
relation: main_file
success: 1
file_date_updated: 2023-05-02T07:17:05Z
has_accepted_license: '1'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by/3.0/
month: '04'
oa: 1
oa_version: Published Version
publication: Chemical Science
publication_identifier:
eissn:
- 2041-6539
issn:
- 2041-6520
publication_status: published
publisher: Royal Society of Chemistry
quality_controlled: '1'
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Physics-inspired machine learning of localized intensive properties
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
short: CC BY (3.0)
type: journal_article
user_id: 317138e5-6ab7-11ef-aa6d-ffef3953e345
year: '2023'
...
---
_id: '14425'
abstract:
- lang: eng
text: 'Water adsorption and dissociation processes on pristine low-index TiO2 interfaces
are important but poorly understood outside the well-studied anatase (101) and
rutile (110). To understand these, we construct three sets of machine learning
potentials that are simultaneously applicable to various TiO2 surfaces, based
on three density-functional-theory approximations. Here we show the water dissociation
free energies on seven pristine TiO2 surfaces, and predict that anatase (100),
anatase (110), rutile (001), and rutile (011) favor water dissociation, anatase
(101) and rutile (100) have mostly molecular adsorption, while the simulations
of rutile (110) sensitively depend on the slab thickness and molecular adsorption
is preferred with thick slabs. Moreover, using an automated algorithm, we reveal
that these surfaces follow different types of atomistic mechanisms for proton
transfer and water dissociation: one-step, two-step, or both. These mechanisms
can be rationalized based on the arrangements of water molecules on the different
surfaces. Our finding thus demonstrates that the different pristine TiO2 surfaces
react with water in distinct ways, and cannot be represented using just the low-energy
anatase (101) and rutile (110) surfaces.'
acknowledgement: F.S., J.H., and B.C. thank the Swiss National Supercomputing Centre
(CSCS) for the generous allocation of CPU hours via production project s1108 at
the Piz Daint supercomputer. B.C. acknowledges resources provided by the Cambridge
Tier-2 system operated by the University of Cambridge Research Computing Service
funded by EPSRC Tier-2 capital grant EP/P020259/1. J.C. acknowledges the Beijing
Natural Science Foundation for support under grant No. JQ22001. F.S., and J.H. thank
the Swiss Platform for Advanced Scientific Computing (PASC) via the 2021-2024 “Ab
Initio Molecular Dynamics at the Exa-Scale” project. This project has received funding
from the European Union’s Horizon 2020 research and innovation programme under the
Marie Skłodowska-Curie grant agreement No 101034413.
article_number: '6131'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Zezhu
full_name: Zeng, Zezhu
id: 54a2c730-803f-11ed-ab7e-95b29d2680e7
last_name: Zeng
orcid: 0000-0001-5126-4928
- first_name: Felix
full_name: Wodaczek, Felix
id: 8b4b6a9f-32b0-11ee-9fa8-bbe85e26258e
last_name: Wodaczek
orcid: 0009-0000-1457-795X
- first_name: Keyang
full_name: Liu, Keyang
last_name: Liu
- first_name: Frederick
full_name: Stein, Frederick
last_name: Stein
- first_name: Jürg
full_name: Hutter, Jürg
last_name: Hutter
- first_name: Ji
full_name: Chen, Ji
last_name: Chen
- first_name: Bingqing
full_name: Cheng, Bingqing
id: cbe3cda4-d82c-11eb-8dc7-8ff94289fcc9
last_name: Cheng
orcid: 0000-0002-3584-9632
citation:
ama: Zeng Z, Wodaczek F, Liu K, et al. Mechanistic insight on water dissociation
on pristine low-index TiO2 surfaces from machine learning molecular dynamics simulations.
Nature Communications. 2023;14. doi:10.1038/s41467-023-41865-8
apa: Zeng, Z., Wodaczek, F., Liu, K., Stein, F., Hutter, J., Chen, J., & Cheng,
B. (2023). Mechanistic insight on water dissociation on pristine low-index TiO2
surfaces from machine learning molecular dynamics simulations. Nature Communications.
Springer Nature. https://doi.org/10.1038/s41467-023-41865-8
chicago: Zeng, Zezhu, Felix Wodaczek, Keyang Liu, Frederick Stein, Jürg Hutter,
Ji Chen, and Bingqing Cheng. “Mechanistic Insight on Water Dissociation on Pristine
Low-Index TiO2 Surfaces from Machine Learning Molecular Dynamics Simulations.”
Nature Communications. Springer Nature, 2023. https://doi.org/10.1038/s41467-023-41865-8.
ieee: Z. Zeng et al., “Mechanistic insight on water dissociation on pristine
low-index TiO2 surfaces from machine learning molecular dynamics simulations,”
Nature Communications, vol. 14. Springer Nature, 2023.
ista: Zeng Z, Wodaczek F, Liu K, Stein F, Hutter J, Chen J, Cheng B. 2023. Mechanistic
insight on water dissociation on pristine low-index TiO2 surfaces from machine
learning molecular dynamics simulations. Nature Communications. 14, 6131.
mla: Zeng, Zezhu, et al. “Mechanistic Insight on Water Dissociation on Pristine
Low-Index TiO2 Surfaces from Machine Learning Molecular Dynamics Simulations.”
Nature Communications, vol. 14, 6131, Springer Nature, 2023, doi:10.1038/s41467-023-41865-8.
short: Z. Zeng, F. Wodaczek, K. Liu, F. Stein, J. Hutter, J. Chen, B. Cheng, Nature
Communications 14 (2023).
corr_author: '1'
das_tickbox: '1'
dataavailabilitystatement: "The machine learning potentials, training sets, sample
DFT and metadynamics input files, PYTHON data analysis scripts and other necessary
source data files generated for this study are available in the SI repository (https://github.com/BingqingCheng/TiO2-water)
see ref 58.\r\n58. Zeng, Z. et al. Source data for Mechanistic insight on water
dissociation on pristine low-index TiO2 surfaces from machine learning molecular
dynamics simulations, Zenodo, https://zenodo.org/record/8301965 (2023)."
date_created: 2023-10-15T22:01:10Z
date_published: 2023-10-02T00:00:00Z
date_updated: 2026-08-07T11:00:29Z
day: '02'
ddc:
- '540'
- '000'
department:
- _id: BiCh
- _id: GradSch
doi: 10.1038/s41467-023-41865-8
ec_funded: 1
external_id:
arxiv:
- '2303.07433'
isi:
- '001084354900008'
pmid:
- '37783698'
file:
- access_level: open_access
checksum: 7d1dffd36b672ec679f08f70ce79da87
content_type: application/pdf
creator: dernst
date_created: 2023-10-16T07:34:49Z
date_updated: 2023-10-16T07:34:49Z
file_id: '14432'
file_name: 2023_NatureComm_Zeng.pdf
file_size: 3194116
relation: main_file
success: 1
file_date_updated: 2023-10-16T07:34:49Z
has_accepted_license: '1'
intvolume: ' 14'
isi: 1
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
pmid: 1
project:
- _id: fc2ed2f7-9c52-11eb-aca3-c01059dda49c
call_identifier: H2020
grant_number: '101034413'
name: 'IST-BRIDGE: International postdoctoral program'
publication: Nature Communications
publication_identifier:
eissn:
- 2041-1723
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
related_material:
link:
- relation: software
url: https://github.com/BingqingCheng/TiO2-water
researchdata_availability: yes
scopus_import: '1'
status: public
supplementarymaterial: yes
title: Mechanistic insight on water dissociation on pristine low-index TiO2 surfaces
from machine learning molecular dynamics simulations
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: 14
year: '2023'
...