---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '21982'
abstract:
- lang: eng
  text: A floating Leidenfrost droplet exhibits curvature inversion of its underside,
    due to the balance of vapor pressure and surface tension. Using interferometric
    imaging, we find different behavior for a levitated hydrogel sphere. Curvature
    inversion is observed briefly just after deposition, but quickly gives way to
    a steady state with no inversion. We show the essential role of vaporization in
    shaping the underbelly of the hydrogel, where changes due to direct mass loss
    are more significant than the balance of vapor pressure and elastic forces.
acknowledged_ssus:
- _id: M-Shop
- _id: ScienComp
acknowledgement: This research was supported by the Scientific Service Units of The
  Institute of Science and Technology Austria (ISTA) through resources provided by
  the Miba Machine Shop and the Scientific Computing Facility. J.B. acknowledges funding
  from the European Union's Horizon research and innovation programme under the Marie
  Sklodowska-Curie Grant Agreement No. 101106500.
article_number: L053502
article_processing_charge: Yes (via OA deal)
article_type: letter_note
arxiv: 1
author:
- first_name: Vicente L
  full_name: Diaz Melian, Vicente L
  id: b6798902-eea0-11ea-9cbc-a8e14286c631
  last_name: Diaz Melian
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Jack
  full_name: Binysh, Jack
  last_name: Binysh
- first_name: Anton
  full_name: Souslov, Anton
  last_name: Souslov
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: Diaz Melian VL, Lenton IC, Binysh J, Souslov A, Waitukaitis SR. Geometry of
    the vapor layer under a Leidenfrost hydrogel sphere. <i>Physical Review E</i>.
    2026;113(5). doi:<a href="https://doi.org/10.1103/m7gr-2t6j">10.1103/m7gr-2t6j</a>
  apa: Diaz Melian, V. L., Lenton, I. C., Binysh, J., Souslov, A., &#38; Waitukaitis,
    S. R. (2026). Geometry of the vapor layer under a Leidenfrost hydrogel sphere.
    <i>Physical Review E</i>. American Physical Society. <a href="https://doi.org/10.1103/m7gr-2t6j">https://doi.org/10.1103/m7gr-2t6j</a>
  chicago: Diaz Melian, Vicente L, Isaac C Lenton, Jack Binysh, Anton Souslov, and
    Scott R Waitukaitis. “Geometry of the Vapor Layer under a Leidenfrost Hydrogel
    Sphere.” <i>Physical Review E</i>. American Physical Society, 2026. <a href="https://doi.org/10.1103/m7gr-2t6j">https://doi.org/10.1103/m7gr-2t6j</a>.
  ieee: V. L. Diaz Melian, I. C. Lenton, J. Binysh, A. Souslov, and S. R. Waitukaitis,
    “Geometry of the vapor layer under a Leidenfrost hydrogel sphere,” <i>Physical
    Review E</i>, vol. 113, no. 5. American Physical Society, 2026.
  ista: Diaz Melian VL, Lenton IC, Binysh J, Souslov A, Waitukaitis SR. 2026. Geometry
    of the vapor layer under a Leidenfrost hydrogel sphere. Physical Review E. 113(5),
    L053502.
  mla: Diaz Melian, Vicente L., et al. “Geometry of the Vapor Layer under a Leidenfrost
    Hydrogel Sphere.” <i>Physical Review E</i>, vol. 113, no. 5, L053502, American
    Physical Society, 2026, doi:<a href="https://doi.org/10.1103/m7gr-2t6j">10.1103/m7gr-2t6j</a>.
  short: V.L. Diaz Melian, I.C. Lenton, J. Binysh, A. Souslov, S.R. Waitukaitis, Physical
    Review E 113 (2026).
corr_author: '1'
date_created: 2026-06-10T07:36:41Z
date_published: 2026-05-14T00:00:00Z
date_updated: 2026-06-16T11:24:18Z
day: '14'
ddc:
- '530'
department:
- _id: ScWa
- _id: GradSch
doi: 10.1103/m7gr-2t6j
external_id:
  arxiv:
  - '2507.04982'
file:
- access_level: open_access
  checksum: 902cc8d177c8d3ae9cfe07c30375c9a9
  content_type: application/pdf
  creator: dernst
  date_created: 2026-06-16T11:21:53Z
  date_updated: 2026-06-16T11:21:53Z
  file_id: '22014'
  file_name: 2026_PhysicalReviewE_DiazMelian.pdf
  file_size: 3173197
  relation: main_file
  success: 1
file_date_updated: 2026-06-16T11:21:53Z
has_accepted_license: '1'
intvolume: '       113'
issue: '5'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '05'
oa: 1
oa_version: Published Version
publication: Physical Review E
publication_identifier:
  eissn:
  - 2470-0053
  issn:
  - 2470-0045
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: Geometry of the vapor layer under a Leidenfrost hydrogel sphere
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: 113
year: '2026'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '21370'
abstract:
- lang: eng
  text: Through digital imaging, microscopy has evolved from primarily being a means
    for visual observation of life at the micro- and nano-scale, to a quantitative
    tool with ever-increasing resolution and throughput. Artificial intelligence,
    deep neural networks, and machine learning (ML) are all niche terms describing
    computational methods that have gained a pivotal role in microscopy-based research
    over the past decade. This Roadmap encompasses key aspects of how ML is applied
    to microscopy image data, with the aim of gaining scientific knowledge by improved
    image quality, automated detection, segmentation, classification and tracking
    of objects, and efficient merging of information from multiple imaging modalities.
    We aim to give the reader an overview of the key developments and an understanding
    of possibilities and limitations of ML for microscopy. It will be of interest
    to a wide cross-disciplinary audience in the physical sciences and life sciences.
article_number: '012501'
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Giovanni
  full_name: Volpe, Giovanni
  last_name: Volpe
- first_name: Carolina
  full_name: Wählby, Carolina
  last_name: Wählby
- first_name: Lei
  full_name: Tian, Lei
  last_name: Tian
- first_name: Michael
  full_name: Hecht, Michael
  last_name: Hecht
- first_name: Artur
  full_name: Yakimovich, Artur
  last_name: Yakimovich
- first_name: Kristina
  full_name: Monakhova, Kristina
  last_name: Monakhova
- first_name: Laura
  full_name: Waller, Laura
  last_name: Waller
- first_name: Ivo F.
  full_name: Sbalzarini, Ivo F.
  last_name: Sbalzarini
- first_name: Christopher A.
  full_name: Metzler, Christopher A.
  last_name: Metzler
- first_name: Mingyang
  full_name: Xie, Mingyang
  last_name: Xie
- first_name: Kevin
  full_name: Zhang, Kevin
  last_name: Zhang
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Halina
  full_name: Rubinsztein-Dunlop, Halina
  last_name: Rubinsztein-Dunlop
- first_name: Daniel
  full_name: Brunner, Daniel
  last_name: Brunner
- first_name: Bijie
  full_name: Bai, Bijie
  last_name: Bai
- first_name: Aydogan
  full_name: Ozcan, Aydogan
  last_name: Ozcan
- first_name: Daniel
  full_name: Midtvedt, Daniel
  last_name: Midtvedt
- first_name: Hao
  full_name: Wang, Hao
  last_name: Wang
- first_name: Tongyu
  full_name: Li, Tongyu
  last_name: Li
- first_name: Nataša
  full_name: Sladoje, Nataša
  last_name: Sladoje
- first_name: Joakim
  full_name: Lindblad, Joakim
  last_name: Lindblad
- first_name: Jason T.
  full_name: Smith, Jason T.
  last_name: Smith
- first_name: Marien
  full_name: Ochoa, Marien
  last_name: Ochoa
- first_name: Margarida
  full_name: Barroso, Margarida
  last_name: Barroso
- first_name: Xavier
  full_name: Intes, Xavier
  last_name: Intes
- first_name: Tong
  full_name: Qiu, Tong
  last_name: Qiu
- first_name: Li Yu
  full_name: Yu, Li Yu
  last_name: Yu
- first_name: Sixian
  full_name: You, Sixian
  last_name: You
- first_name: Yongtao
  full_name: Liu, Yongtao
  last_name: Liu
- first_name: Maxim A.
  full_name: Ziatdinov, Maxim A.
  last_name: Ziatdinov
- first_name: Sergei V.
  full_name: Kalinin, Sergei V.
  last_name: Kalinin
- first_name: Arlo
  full_name: Sheridan, Arlo
  last_name: Sheridan
- first_name: Uri
  full_name: Manor, Uri
  last_name: Manor
- first_name: Elias
  full_name: Nehme, Elias
  last_name: Nehme
- first_name: Ofri
  full_name: Goldenberg, Ofri
  last_name: Goldenberg
- first_name: Yoav
  full_name: Shechtman, Yoav
  last_name: Shechtman
- first_name: Henrik K.
  full_name: Moberg, Henrik K.
  last_name: Moberg
- first_name: Christoph
  full_name: Langhammer, Christoph
  last_name: Langhammer
- first_name: Barbora
  full_name: Špačková, Barbora
  last_name: Špačková
- first_name: Saga
  full_name: Helgadottir, Saga
  last_name: Helgadottir
- first_name: Benjamin
  full_name: Midtvedt, Benjamin
  last_name: Midtvedt
- first_name: Aykut
  full_name: Argun, Aykut
  last_name: Argun
- first_name: Tobias
  full_name: Thalheim, Tobias
  last_name: Thalheim
- first_name: Frank
  full_name: Cichos, Frank
  last_name: Cichos
- first_name: Stefano
  full_name: Bo, Stefano
  last_name: Bo
- first_name: Lars
  full_name: Hubatsch, Lars
  last_name: Hubatsch
- first_name: Jesus
  full_name: Pineda, Jesus
  last_name: Pineda
- first_name: Carlo
  full_name: Manzo, Carlo
  last_name: Manzo
- first_name: Harshith
  full_name: Bachimanchi, Harshith
  last_name: Bachimanchi
- first_name: Erik
  full_name: Selander, Erik
  last_name: Selander
- first_name: Antoni
  full_name: Homs-Corbera, Antoni
  last_name: Homs-Corbera
- first_name: Martin
  full_name: Fränzl, Martin
  last_name: Fränzl
- first_name: Kevin
  full_name: De Haan, Kevin
  last_name: De Haan
- first_name: Yair
  full_name: Rivenson, Yair
  last_name: Rivenson
- first_name: Zofia
  full_name: Korczak, Zofia
  last_name: Korczak
- first_name: Caroline Beck
  full_name: Adiels, Caroline Beck
  last_name: Adiels
- first_name: Mite
  full_name: Mijalkov, Mite
  last_name: Mijalkov
- first_name: Dániel
  full_name: Veréb, Dániel
  last_name: Veréb
- first_name: Yu Wei
  full_name: Chang, Yu Wei
  last_name: Chang
- first_name: Joana B.
  full_name: Pereira, Joana B.
  last_name: Pereira
- first_name: Damian
  full_name: Matuszewski, Damian
  last_name: Matuszewski
- first_name: Gustaf
  full_name: Kylberg, Gustaf
  last_name: Kylberg
- first_name: Ida Maria
  full_name: Sintorn, Ida Maria
  last_name: Sintorn
- first_name: Juan C.
  full_name: Caicedo, Juan C.
  last_name: Caicedo
- first_name: Beth A.
  full_name: Cimini, Beth A.
  last_name: Cimini
- first_name: Muyinatu A.
  full_name: Lediju Bell, Muyinatu A.
  last_name: Lediju Bell
- first_name: Bruno M.
  full_name: Saraiva, Bruno M.
  last_name: Saraiva
- first_name: Guillaume
  full_name: Jacquemet, Guillaume
  last_name: Jacquemet
- first_name: Ricardo
  full_name: Henriques, Ricardo
  last_name: Henriques
- first_name: Wei
  full_name: Ouyang, Wei
  last_name: Ouyang
- first_name: Trang
  full_name: Le, Trang
  last_name: Le
- first_name: Estibaliz
  full_name: Gómez-De-Mariscal, Estibaliz
  last_name: Gómez-De-Mariscal
- first_name: Daniel
  full_name: Sage, Daniel
  last_name: Sage
- first_name: Arrate
  full_name: Muñoz-Barrutia, Arrate
  last_name: Muñoz-Barrutia
- first_name: Ebba Josefson
  full_name: Lindqvist, Ebba Josefson
  last_name: Lindqvist
- first_name: Johanna
  full_name: Bergman, Johanna
  last_name: Bergman
citation:
  ama: 'Volpe G, Wählby C, Tian L, et al. Roadmap on deep learning for microscopy.
    <i>Journal of Physics: Photonics</i>. 2026;8(1). doi:<a href="https://doi.org/10.1088/2515-7647/ae0fd1">10.1088/2515-7647/ae0fd1</a>'
  apa: 'Volpe, G., Wählby, C., Tian, L., Hecht, M., Yakimovich, A., Monakhova, K.,
    … Bergman, J. (2026). Roadmap on deep learning for microscopy. <i>Journal of Physics:
    Photonics</i>. IOP Publishing. <a href="https://doi.org/10.1088/2515-7647/ae0fd1">https://doi.org/10.1088/2515-7647/ae0fd1</a>'
  chicago: 'Volpe, Giovanni, Carolina Wählby, Lei Tian, Michael Hecht, Artur Yakimovich,
    Kristina Monakhova, Laura Waller, et al. “Roadmap on Deep Learning for Microscopy.”
    <i>Journal of Physics: Photonics</i>. IOP Publishing, 2026. <a href="https://doi.org/10.1088/2515-7647/ae0fd1">https://doi.org/10.1088/2515-7647/ae0fd1</a>.'
  ieee: 'G. Volpe <i>et al.</i>, “Roadmap on deep learning for microscopy,” <i>Journal
    of Physics: Photonics</i>, vol. 8, no. 1. IOP Publishing, 2026.'
  ista: 'Volpe G, Wählby C, Tian L, Hecht M, Yakimovich A, Monakhova K, Waller L,
    Sbalzarini IF, Metzler CA, Xie M, Zhang K, Lenton IC, Rubinsztein-Dunlop H, Brunner
    D, Bai B, Ozcan A, Midtvedt D, Wang H, Li T, Sladoje N, Lindblad J, Smith JT,
    Ochoa M, Barroso M, Intes X, Qiu T, Yu LY, You S, Liu Y, Ziatdinov MA, Kalinin
    SV, Sheridan A, Manor U, Nehme E, Goldenberg O, Shechtman Y, Moberg HK, Langhammer
    C, Špačková B, Helgadottir S, Midtvedt B, Argun A, Thalheim T, Cichos F, Bo S,
    Hubatsch L, Pineda J, Manzo C, Bachimanchi H, Selander E, Homs-Corbera A, Fränzl
    M, De Haan K, Rivenson Y, Korczak Z, Adiels CB, Mijalkov M, Veréb D, Chang YW,
    Pereira JB, Matuszewski D, Kylberg G, Sintorn IM, Caicedo JC, Cimini BA, Lediju
    Bell MA, Saraiva BM, Jacquemet G, Henriques R, Ouyang W, Le T, Gómez-De-Mariscal
    E, Sage D, Muñoz-Barrutia A, Lindqvist EJ, Bergman J. 2026. Roadmap on deep learning
    for microscopy. Journal of Physics: Photonics. 8(1), 012501.'
  mla: 'Volpe, Giovanni, et al. “Roadmap on Deep Learning for Microscopy.” <i>Journal
    of Physics: Photonics</i>, vol. 8, no. 1, 012501, IOP Publishing, 2026, doi:<a
    href="https://doi.org/10.1088/2515-7647/ae0fd1">10.1088/2515-7647/ae0fd1</a>.'
  short: 'G. Volpe, C. Wählby, L. Tian, M. Hecht, A. Yakimovich, K. Monakhova, L.
    Waller, I.F. Sbalzarini, C.A. Metzler, M. Xie, K. Zhang, I.C. Lenton, H. Rubinsztein-Dunlop,
    D. Brunner, B. Bai, A. Ozcan, D. Midtvedt, H. Wang, T. Li, N. Sladoje, J. Lindblad,
    J.T. Smith, M. Ochoa, M. Barroso, X. Intes, T. Qiu, L.Y. Yu, S. You, Y. Liu, M.A.
    Ziatdinov, S.V. Kalinin, A. Sheridan, U. Manor, E. Nehme, O. Goldenberg, Y. Shechtman,
    H.K. Moberg, C. Langhammer, B. Špačková, S. Helgadottir, B. Midtvedt, A. Argun,
    T. Thalheim, F. Cichos, S. Bo, L. Hubatsch, J. Pineda, C. Manzo, H. Bachimanchi,
    E. Selander, A. Homs-Corbera, M. Fränzl, K. De Haan, Y. Rivenson, Z. Korczak,
    C.B. Adiels, M. Mijalkov, D. Veréb, Y.W. Chang, J.B. Pereira, D. Matuszewski,
    G. Kylberg, I.M. Sintorn, J.C. Caicedo, B.A. Cimini, M.A. Lediju Bell, B.M. Saraiva,
    G. Jacquemet, R. Henriques, W. Ouyang, T. Le, E. Gómez-De-Mariscal, D. Sage, A.
    Muñoz-Barrutia, E.J. Lindqvist, J. Bergman, Journal of Physics: Photonics 8 (2026).'
date_created: 2026-03-01T23:01:39Z
date_published: 2026-03-01T00:00:00Z
date_updated: 2026-03-23T13:18:11Z
day: '01'
ddc:
- '530'
department:
- _id: ScWa
doi: 10.1088/2515-7647/ae0fd1
external_id:
  arxiv:
  - '2303.03793'
file:
- access_level: open_access
  checksum: 172720f1f0c5c9d06a282e52023a0030
  content_type: application/pdf
  creator: dernst
  date_created: 2026-03-02T09:05:53Z
  date_updated: 2026-03-02T09:05:53Z
  file_id: '21375'
  file_name: 2026_JPhysPhotonics_Volpe.pdf
  file_size: 16789781
  relation: main_file
  success: 1
file_date_updated: 2026-03-02T09:05:53Z
has_accepted_license: '1'
intvolume: '         8'
issue: '1'
language:
- iso: eng
month: '03'
oa: 1
oa_version: Published Version
publication: 'Journal of Physics: Photonics'
publication_identifier:
  eissn:
  - 2515-7647
publication_status: published
publisher: IOP Publishing
quality_controlled: '1'
scopus_import: '1'
status: public
title: Roadmap on deep learning for microscopy
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: 8
year: '2026'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20847'
abstract:
- lang: eng
  text: "We report on an experimental active matter system with motion restricted
    to four cardinal directions. Our particles are magnetite-doped colloidal spheres
    driven by the Quincke electrorotational instability. The absence of a magnetic
    field (|\U0001D469|=0) leads to circular trajectories interspersed with short
    spontaneous runs. Intermediate fields (|\U0001D469|≲20mT) linearize the motion
    along the axis perpendicular to \U0001D469. At high magnetic fields, we observe
    the surprising emergence of a second, distinct linearization along the axis parallel
    to \U0001D469. With numerical simulations, we show that this behavior can be explained
    by anisotropic magnetic susceptibility."
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
- _id: ScienComp
- _id: LifeSc
acknowledgement: "This research was funded in whole or in part by the Austrian Science
  Fund (FWF) [Grant DOI: 10.55776/ESP298]. This project has received funding from
  the European Research Council (ERC) under the European Union’s Horizon 2020 research
  and innovation programme (Grant\r\nAgreement No. 949120). This research was supported
  by the Scientific Service Units of The Institute of Science and Technology Austria
  (ISTA) through resources provided by the Miba Machine Shop, Nanofabrication Facility,
  Scientific Computing Facility, and Lab Support Facility. We wish to acknowledge
  the crucial contributions of Alexandre Morin in getting the project off the ground,
  and Jack Merrin for creating the SU-8 deposition protocol used in the construction
  of our\r\ncells. We also wish to thank Kimberley Modic and Hamza Nasir for their
  work on single-particle characterization. "
article_number: '065418'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Eavan
  full_name: Fitzgerald, Eavan
  id: 2df8ab8f-080d-11ed-979a-bfe651ca3afa
  last_name: Fitzgerald
- first_name: Cécile
  full_name: Clavaud, Cécile
  id: 5f654c5d-04a1-11eb-ab36-ba9ffec58bd8
  last_name: Clavaud
  orcid: 0000-0002-1843-3803
- first_name: Debasish
  full_name: Das, Debasish
  last_name: Das
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: 'Fitzgerald E, Clavaud C, Das D, Lenton IC, Waitukaitis SR. Rolling at right
    angles: Magnetic anisotropy enables dual-anisotropic active matter. <i>Physical
    Review E</i>. 2025;112(6). doi:<a href="https://doi.org/10.1103/1ss8-31rb">10.1103/1ss8-31rb</a>'
  apa: 'Fitzgerald, E., Clavaud, C., Das, D., Lenton, I. C., &#38; Waitukaitis, S.
    R. (2025). Rolling at right angles: Magnetic anisotropy enables dual-anisotropic
    active matter. <i>Physical Review E</i>. American Physical Society. <a href="https://doi.org/10.1103/1ss8-31rb">https://doi.org/10.1103/1ss8-31rb</a>'
  chicago: 'Fitzgerald, Eavan, Cécile Clavaud, Debasish Das, Isaac C Lenton, and Scott
    R Waitukaitis. “Rolling at Right Angles: Magnetic Anisotropy Enables Dual-Anisotropic
    Active Matter.” <i>Physical Review E</i>. American Physical Society, 2025. <a
    href="https://doi.org/10.1103/1ss8-31rb">https://doi.org/10.1103/1ss8-31rb</a>.'
  ieee: 'E. Fitzgerald, C. Clavaud, D. Das, I. C. Lenton, and S. R. Waitukaitis, “Rolling
    at right angles: Magnetic anisotropy enables dual-anisotropic active matter,”
    <i>Physical Review E</i>, vol. 112, no. 6. American Physical Society, 2025.'
  ista: 'Fitzgerald E, Clavaud C, Das D, Lenton IC, Waitukaitis SR. 2025. Rolling
    at right angles: Magnetic anisotropy enables dual-anisotropic active matter. Physical
    Review E. 112(6), 065418.'
  mla: 'Fitzgerald, Eavan, et al. “Rolling at Right Angles: Magnetic Anisotropy Enables
    Dual-Anisotropic Active Matter.” <i>Physical Review E</i>, vol. 112, no. 6, 065418,
    American Physical Society, 2025, doi:<a href="https://doi.org/10.1103/1ss8-31rb">10.1103/1ss8-31rb</a>.'
  short: E. Fitzgerald, C. Clavaud, D. Das, I.C. Lenton, S.R. Waitukaitis, Physical
    Review E 112 (2025).
corr_author: '1'
date_created: 2025-12-21T23:01:34Z
date_published: 2025-12-01T00:00:00Z
date_updated: 2025-12-29T11:19:34Z
day: '01'
ddc:
- '530'
department:
- _id: ScWa
doi: 10.1103/1ss8-31rb
ec_funded: 1
external_id:
  arxiv:
  - '2508.05643'
file:
- access_level: open_access
  checksum: d593e933f976c3f3cde37ad66539d57d
  content_type: application/pdf
  creator: dernst
  date_created: 2025-12-29T11:15:42Z
  date_updated: 2025-12-29T11:15:42Z
  file_id: '20862'
  file_name: 2025_PhysReviewE_Fitzgerald.pdf
  file_size: 2131491
  relation: main_file
  success: 1
file_date_updated: 2025-12-29T11:15:42Z
has_accepted_license: '1'
intvolume: '       112'
issue: '6'
language:
- iso: eng
month: '12'
oa: 1
oa_version: Published Version
project:
- _id: bd8eede5-d553-11ed-ba76-eaded0d13485
  grant_number: E 298
  name: 'MixQUIckR: Mixing with QUIncke Rollers'
- _id: 0aa60e99-070f-11eb-9043-a6de6bdc3afa
  call_identifier: H2020
  grant_number: '949120'
  name: 'Tribocharge: a multi-scale approach to an enduring problem in physics'
publication: Physical Review E
publication_identifier:
  eissn:
  - 2470-0053
  issn:
  - 2470-0045
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Rolling at right angles: Magnetic anisotropy enables dual-anisotropic active
  matter'
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: 112
year: '2025'
...
---
DOAJ_listed: '1'
OA_place: publisher
OA_type: gold
PlanS_conform: '1'
_id: '20295'
abstract:
- lang: eng
  text: 'Scanning Kelvin probe microscopy (SKPM) is a powerful technique for macroscopic
    imaging of the electrostatic potential above a surface. Though most often used
    to image work-function variations of conductive surfaces, it can also be used
    to probe the surface charge on insulating surfaces. In both cases, relating the
    measured potential to the underlying signal is non-trivial. Here, general relationships
    are derived between the measured SKPM voltage and the underlying source, revealing
    either can be cast as a convolution with an appropriately scaled point spread
    function (PSF). For charge that exists on a thin insulating layer above a conductor,
    the PSF has the same shape as what would occur from a work-function variation
    alone, differing by a simple scaling factor. This relationship is confirmed by:
    (1) backing it out from finite-element simulations of work-function and charge
    signals, and (2) experimentally comparing the measured PSF from a small work-function
    target to that from a small charge spot. This scaling factor is further validated
    by comparing SKPM charge measurements with Faraday cup measurements for highly
    charged samples from contact-charging experiments. These results highlight a heretofore
    unappreciated connection between SKPM voltage and charge signals, offering a rigorous
    recipe to extract either from experimental data.'
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
- _id: ScienComp
- _id: LifeSc
acknowledgement: This project received funding from the European Research Council
  (ERC) under the European Union's Horizon 2020 research and innovation programme
  (Grant agreement No. 949120). This research was supported by the Scientific Service
  Units of The Institute of Science and Technology Austria (ISTA) through resources
  provided by the Miba Machine Shop, Nanofabrication Facility, Scientific Computing
  Facility, and Lab Support Facility. The authors wish to thank Dmytro Rak and Juan
  Carlos Sobarzo for letting us use their equipment. The authors wish to thank Evgeniia
  Volobueva for advice in preparing PFIB samples. The authors wish to thank the contributions
  of the whole Waitukaitis group for useful discussions and feedback.
article_number: e00521
article_processing_charge: Yes
article_type: original
arxiv: 1
author:
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Felix
  full_name: Pertl, Felix
  id: 6313aec0-15b2-11ec-abd3-ed67d16139af
  last_name: Pertl
  orcid: 0000-0003-0463-5794
- first_name: Lubuna B
  full_name: Shafeek, Lubuna B
  id: 3CD37A82-F248-11E8-B48F-1D18A9856A87
  last_name: Shafeek
  orcid: 0000-0001-7180-6050
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: Lenton IC, Pertl F, Shafeek LB, Waitukaitis SR. A duality between surface charge
    and work function in scanning Kelvin probe microscopy. <i>Advanced Materials Interfaces</i>.
    2025;12(19). doi:<a href="https://doi.org/10.1002/admi.202500521">10.1002/admi.202500521</a>
  apa: Lenton, I. C., Pertl, F., Shafeek, L. B., &#38; Waitukaitis, S. R. (2025).
    A duality between surface charge and work function in scanning Kelvin probe microscopy.
    <i>Advanced Materials Interfaces</i>. Wiley. <a href="https://doi.org/10.1002/admi.202500521">https://doi.org/10.1002/admi.202500521</a>
  chicago: Lenton, Isaac C, Felix Pertl, Lubuna B Shafeek, and Scott R Waitukaitis.
    “A Duality between Surface Charge and Work Function in Scanning Kelvin Probe Microscopy.”
    <i>Advanced Materials Interfaces</i>. Wiley, 2025. <a href="https://doi.org/10.1002/admi.202500521">https://doi.org/10.1002/admi.202500521</a>.
  ieee: I. C. Lenton, F. Pertl, L. B. Shafeek, and S. R. Waitukaitis, “A duality between
    surface charge and work function in scanning Kelvin probe microscopy,” <i>Advanced
    Materials Interfaces</i>, vol. 12, no. 19. Wiley, 2025.
  ista: Lenton IC, Pertl F, Shafeek LB, Waitukaitis SR. 2025. A duality between surface
    charge and work function in scanning Kelvin probe microscopy. Advanced Materials
    Interfaces. 12(19), e00521.
  mla: Lenton, Isaac C., et al. “A Duality between Surface Charge and Work Function
    in Scanning Kelvin Probe Microscopy.” <i>Advanced Materials Interfaces</i>, vol.
    12, no. 19, e00521, Wiley, 2025, doi:<a href="https://doi.org/10.1002/admi.202500521">10.1002/admi.202500521</a>.
  short: I.C. Lenton, F. Pertl, L.B. Shafeek, S.R. Waitukaitis, Advanced Materials
    Interfaces 12 (2025).
corr_author: '1'
date_created: 2025-09-07T22:01:33Z
date_published: 2025-10-01T00:00:00Z
date_updated: 2025-12-30T09:31:25Z
day: '01'
ddc:
- '530'
department:
- _id: ScWa
- _id: NanoFab
doi: 10.1002/admi.202500521
ec_funded: 1
external_id:
  arxiv:
  - '2506.07187'
  isi:
  - '001560163400001'
file:
- access_level: open_access
  checksum: 906fcc7733be8ce8a83600427b82cd5a
  content_type: application/pdf
  creator: dernst
  date_created: 2025-12-30T09:31:11Z
  date_updated: 2025-12-30T09:31:11Z
  file_id: '20908'
  file_name: 2025_AdvMaterialsInterfaces_Lenton.pdf
  file_size: 1830117
  relation: main_file
  success: 1
file_date_updated: 2025-12-30T09:31:11Z
has_accepted_license: '1'
intvolume: '        12'
isi: 1
issue: '19'
language:
- iso: eng
month: '10'
oa: 1
oa_version: Published Version
project:
- _id: 0aa60e99-070f-11eb-9043-a6de6bdc3afa
  call_identifier: H2020
  grant_number: '949120'
  name: 'Tribocharge: a multi-scale approach to an enduring problem in physics'
publication: Advanced Materials Interfaces
publication_identifier:
  eissn:
  - 2196-7350
publication_status: published
publisher: Wiley
quality_controlled: '1'
scopus_import: '1'
status: public
title: A duality between surface charge and work function in scanning Kelvin probe
  microscopy
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: 12
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20705'
abstract:
- lang: eng
  text: Optical tweezers are widely used as a highly sensitive tool to measure forces
    on micron-scale particles. One such application is the measurement of the electric
    charge of a particle, which can be done with high precision in liquids, air, or
    vacuum. We experimentally investigate how the trapping laser itself can electrically
    charge such a particle, in our case a ∼1  μ⁢m SiO2 sphere in air. We model the
    charging mechanism as a two-photon process which reproduces the experimental data
    with high fidelity.
acknowledged_ssus:
- _id: M-Shop
- _id: ScienComp
acknowledgement: We thank Todor Asenov and Abdulhamid Baghdadi for their outstanding
  technical support and Dr. Michael Gleichweit and Mercede Azizbaig Mohajer for the
  helpful discussions. This project has received funding from the European Research
  Council (ERC) under the European Union’s Horizon 2020 research and innovation programme
  (Grant Agreements No. 949120 and No. 805041) and the Swiss National Science Foundation
  (SNSF, Project No. 200021-236446). This research was supported by the Scientific
  Service Units of the Institute of Science and Technology Austria (ISTA) through
  resources provided by the Miba Machine Shop and the Scientific Computing service
  unit.
article_number: '218202'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Andrea
  full_name: Stöllner, Andrea
  id: 4bdcf7f6-eb97-11eb-a6c2-9981bbdc3bed
  last_name: Stöllner
  orcid: 0000-0002-0464-8440
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Artem
  full_name: Volosniev, Artem
  id: 37D278BC-F248-11E8-B48F-1D18A9856A87
  last_name: Volosniev
  orcid: 0000-0003-0393-5525
- first_name: James
  full_name: Millen, James
  last_name: Millen
- first_name: Renjiro
  full_name: Shibuya, Renjiro
  last_name: Shibuya
- first_name: Hisao
  full_name: Ishii, Hisao
  last_name: Ishii
- first_name: Dmytro
  full_name: Rak, Dmytro
  id: 70313b46-47c2-11ec-9e88-cd79101918fe
  last_name: Rak
- first_name: Zhanybek
  full_name: Alpichshev, Zhanybek
  id: 45E67A2A-F248-11E8-B48F-1D18A9856A87
  last_name: Alpichshev
  orcid: 0000-0002-7183-5203
- first_name: Grégory
  full_name: David, Grégory
  last_name: David
- first_name: Ruth
  full_name: Signorell, Ruth
  last_name: Signorell
- first_name: Caroline J
  full_name: Muller, Caroline J
  id: f978ccb0-3f7f-11eb-b193-b0e2bd13182b
  last_name: Muller
  orcid: 0000-0001-5836-5350
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: Stöllner A, Lenton IC, Volosniev A, et al. Using optical tweezers to simultaneously
    trap, charge, and measure the charge of a microparticle in air. <i>Physical Review
    Letters</i>. 2025;135(21). doi:<a href="https://doi.org/10.1103/5xd9-4tjj">10.1103/5xd9-4tjj</a>
  apa: Stöllner, A., Lenton, I. C., Volosniev, A., Millen, J., Shibuya, R., Ishii,
    H., … Waitukaitis, S. R. (2025). Using optical tweezers to simultaneously trap,
    charge, and measure the charge of a microparticle in air. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/5xd9-4tjj">https://doi.org/10.1103/5xd9-4tjj</a>
  chicago: Stöllner, Andrea, Isaac C Lenton, Artem Volosniev, James Millen, Renjiro
    Shibuya, Hisao Ishii, Dmytro Rak, et al. “Using Optical Tweezers to Simultaneously
    Trap, Charge, and Measure the Charge of a Microparticle in Air.” <i>Physical Review
    Letters</i>. American Physical Society, 2025. <a href="https://doi.org/10.1103/5xd9-4tjj">https://doi.org/10.1103/5xd9-4tjj</a>.
  ieee: A. Stöllner <i>et al.</i>, “Using optical tweezers to simultaneously trap,
    charge, and measure the charge of a microparticle in air,” <i>Physical Review
    Letters</i>, vol. 135, no. 21. American Physical Society, 2025.
  ista: Stöllner A, Lenton IC, Volosniev A, Millen J, Shibuya R, Ishii H, Rak D, Alpichshev
    Z, David G, Signorell R, Muller CJ, Waitukaitis SR. 2025. Using optical tweezers
    to simultaneously trap, charge, and measure the charge of a microparticle in air.
    Physical Review Letters. 135(21), 218202.
  mla: Stöllner, Andrea, et al. “Using Optical Tweezers to Simultaneously Trap, Charge,
    and Measure the Charge of a Microparticle in Air.” <i>Physical Review Letters</i>,
    vol. 135, no. 21, 218202, American Physical Society, 2025, doi:<a href="https://doi.org/10.1103/5xd9-4tjj">10.1103/5xd9-4tjj</a>.
  short: A. Stöllner, I.C. Lenton, A. Volosniev, J. Millen, R. Shibuya, H. Ishii,
    D. Rak, Z. Alpichshev, G. David, R. Signorell, C.J. Muller, S.R. Waitukaitis,
    Physical Review Letters 135 (2025).
corr_author: '1'
date_created: 2025-11-30T23:02:07Z
date_published: 2025-11-21T00:00:00Z
date_updated: 2026-04-28T13:09:27Z
day: '21'
ddc:
- '530'
- '550'
department:
- _id: ZhAl
- _id: CaMu
- _id: ScWa
doi: 10.1103/5xd9-4tjj
ec_funded: 1
external_id:
  arxiv:
  - '2507.17591'
file:
- access_level: open_access
  checksum: a5f76b1230cc7b039ecd0dbd6f99e775
  content_type: application/pdf
  creator: dernst
  date_created: 2025-12-01T08:19:46Z
  date_updated: 2025-12-01T08:19:46Z
  file_id: '20717'
  file_name: 2025_PhysReviewLetters_Stoellner.pdf
  file_size: 1761373
  relation: main_file
  success: 1
file_date_updated: 2025-12-01T08:19:46Z
has_accepted_license: '1'
intvolume: '       135'
issue: '21'
language:
- iso: eng
month: '11'
oa: 1
oa_version: Published Version
project:
- _id: 0aa60e99-070f-11eb-9043-a6de6bdc3afa
  call_identifier: H2020
  grant_number: '949120'
  name: 'Tribocharge: a multi-scale approach to an enduring problem in physics'
- _id: 629205d8-2b32-11ec-9570-e1356ff73576
  call_identifier: H2020
  grant_number: '805041'
  name: Organization of CLoUdS, and implications of Tropical  cyclones and for the
    Energetics of the tropics, in current and waRming climate
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
related_material:
  link:
  - description: News on ISTA website
    relation: press_release
    url: https://ista.ac.at/en/news/trapping-particles-to-explain-lightning/
scopus_import: '1'
status: public
title: Using optical tweezers to simultaneously trap, charge, and measure the charge
  of a microparticle in air
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: 135
year: '2025'
...
---
OA_place: publisher
OA_type: hybrid
PlanS_conform: '1'
_id: '20481'
abstract:
- lang: eng
  text: 'Kelvin probe force microscopy (KPFM) is widely used in stationary and dynamic
    studies of contact electrification. An obvious question that connects these two
    has been overlooked: when are charge dynamics too fast for stationary studies
    to be meaningful? Using a rapid transfer system to quickly perform KPFM after
    contact, we find the dynamics are too fast in all but the best insulators. Our
    data further suggest that dynamics are caused by bulk as opposed to surface conductivity,
    and that charge-transfer heterogeneity is less prevalent than previously suggested.'
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
- _id: LifeSc
acknowledgement: 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. 949120). This research was supported by the Scientific Service
  Units of The Institute of Science and Technology Austria (ISTA) through resources
  provided by the Miba Machine Shop, the Nanofabrication Facility and Lab Support
  Facility.
article_number: '146202'
article_processing_charge: Yes (via OA deal)
article_type: original
arxiv: 1
author:
- first_name: Felix
  full_name: Pertl, Felix
  id: 6313aec0-15b2-11ec-abd3-ed67d16139af
  last_name: Pertl
  orcid: 0000-0003-0463-5794
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Tobias
  full_name: Cramer, Tobias
  last_name: Cramer
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: 'Pertl F, Lenton IC, Cramer T, Waitukaitis SR. No time for surface charge:
    How bulk conductivity hides charge patterns from Kelvin probe force microscopy
    in contact-electrified surfaces. <i>Physical Review Letters</i>. 2025;135(14).
    doi:<a href="https://doi.org/10.1103/lcsm-xxty">10.1103/lcsm-xxty</a>'
  apa: 'Pertl, F., Lenton, I. C., Cramer, T., &#38; Waitukaitis, S. R. (2025). No
    time for surface charge: How bulk conductivity hides charge patterns from Kelvin
    probe force microscopy in contact-electrified surfaces. <i>Physical Review Letters</i>.
    American Physical Society. <a href="https://doi.org/10.1103/lcsm-xxty">https://doi.org/10.1103/lcsm-xxty</a>'
  chicago: 'Pertl, Felix, Isaac C Lenton, Tobias Cramer, and Scott R Waitukaitis.
    “No Time for Surface Charge: How Bulk Conductivity Hides Charge Patterns from
    Kelvin Probe Force Microscopy in Contact-Electrified Surfaces.” <i>Physical Review
    Letters</i>. American Physical Society, 2025. <a href="https://doi.org/10.1103/lcsm-xxty">https://doi.org/10.1103/lcsm-xxty</a>.'
  ieee: 'F. Pertl, I. C. Lenton, T. Cramer, and S. R. Waitukaitis, “No time for surface
    charge: How bulk conductivity hides charge patterns from Kelvin probe force microscopy
    in contact-electrified surfaces,” <i>Physical Review Letters</i>, vol. 135, no.
    14. American Physical Society, 2025.'
  ista: 'Pertl F, Lenton IC, Cramer T, Waitukaitis SR. 2025. No time for surface charge:
    How bulk conductivity hides charge patterns from Kelvin probe force microscopy
    in contact-electrified surfaces. Physical Review Letters. 135(14), 146202.'
  mla: 'Pertl, Felix, et al. “No Time for Surface Charge: How Bulk Conductivity Hides
    Charge Patterns from Kelvin Probe Force Microscopy in Contact-Electrified Surfaces.”
    <i>Physical Review Letters</i>, vol. 135, no. 14, 146202, American Physical Society,
    2025, doi:<a href="https://doi.org/10.1103/lcsm-xxty">10.1103/lcsm-xxty</a>.'
  short: F. Pertl, I.C. Lenton, T. Cramer, S.R. Waitukaitis, Physical Review Letters
    135 (2025).
corr_author: '1'
date_created: 2025-10-16T13:13:29Z
date_published: 2025-09-30T00:00:00Z
date_updated: 2026-08-12T13:08:54Z
day: '30'
ddc:
- '530'
department:
- _id: ScWa
doi: 10.1103/lcsm-xxty
ec_funded: 1
external_id:
  arxiv:
  - '2502.12718'
  isi:
  - '001587263900003'
file:
- access_level: open_access
  checksum: 7e45e89b8db0b7f01e63185c68e4b0f9
  content_type: application/pdf
  creator: dernst
  date_created: 2025-10-23T09:32:31Z
  date_updated: 2025-10-23T09:32:31Z
  file_id: '20522'
  file_name: 2025_PhysReviewLetters_Pertl.pdf
  file_size: 1692251
  relation: main_file
  success: 1
file_date_updated: 2025-10-23T09:32:31Z
has_accepted_license: '1'
intvolume: '       135'
isi: 1
issue: '14'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Published Version
project:
- _id: 0aa60e99-070f-11eb-9043-a6de6bdc3afa
  call_identifier: H2020
  grant_number: '949120'
  name: 'Tribocharge: a multi-scale approach to an enduring problem in physics'
publication: Physical Review Letters
publication_identifier:
  eissn:
  - 1079-7114
  issn:
  - 0031-9007
publication_status: published
publisher: American Physical Society
quality_controlled: '1'
related_material:
  record:
  - id: '20523'
    relation: research_data
    status: public
  - id: '22684'
    relation: dissertation_contains
    status: for_moderation
scopus_import: '1'
status: public
title: 'No time for surface charge: How bulk conductivity hides charge patterns from
  Kelvin probe force microscopy in contact-electrified surfaces'
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: 135
year: '2025'
...
---
_id: '17373'
abstract:
- lang: eng
  text: Scanning Kelvin probe microscopy (SKPM) is a powerful technique for investigating
    the electrostatic properties of material surfaces, enabling the imaging of variations
    in work function, topology, surface charge density, or combinations thereof. Regardless
    of the underlying signal source, SKPM results in a voltage image, which is spatially
    distorted due to the finite size of the probe, long-range electrostatic interactions,
    mechanical and electrical noise, and the finite response time of the electronics.
    In order to recover the underlying signal, it is necessary to deconvolve the measurement
    with an appropriate point spread function (PSF) that accounts the aforementioned
    distortions, but determining this PSF is difficult. Here, we describe how such
    PSFs can be determined experimentally and show how they can be used to recover
    the underlying information of interest. We first consider the physical principles
    that enable SKPM and discuss how these affect the system PSF. We then show how
    one can experimentally measure PSFs by looking at well-defined features, and that
    these compare well to simulated PSFs, provided scans are performed extremely slowly
    and carefully. Next, we work at realistic scan speeds and show that the idealized
    PSFs fail to capture temporal distortions in the scan direction. While simulating
    PSFs for these situations would be quite challenging, we show that measuring PSFs
    with similar scan conditions works well. Our approach clarifies the basic principles
    and inherent challenges to SKPM measurements and gives practical methods to improve
    results.
acknowledged_ssus:
- _id: M-Shop
- _id: NanoFab
- _id: LifeSc
- _id: ScienComp
acknowledgement: This project has received funding from the European Research Council
  (ERC) under the European Union’s Horizon 2020 research and innovation program (Grant
  Agreement No. 949120). This research was supported by the Scientific Service Units
  of the Institute of Science and Technology Austria (ISTA) through resources provided
  by the Miba Machine Shop, Nanofabrication Facility, Scientific Computing Facility,
  and Lab Support Facility. The authors wish to thank Dmytro Rak and Juan Carlos Sobarzo
  for letting us use their equipment. The authors wish to thank the contributions
  of the whole Waitukaitis Group for useful discussions and feedback.
article_number: '045305'
article_processing_charge: No
article_type: original
author:
- first_name: Isaac C
  full_name: Lenton, Isaac C
  id: a550210f-223c-11ec-8182-e2d45e817efb
  last_name: Lenton
  orcid: 0000-0002-5010-6984
- first_name: Felix
  full_name: Pertl, Felix
  id: 6313aec0-15b2-11ec-abd3-ed67d16139af
  last_name: Pertl
  orcid: 0000-0003-0463-5794
- first_name: Lubuna B
  full_name: Shafeek, Lubuna B
  id: 3CD37A82-F248-11E8-B48F-1D18A9856A87
  last_name: Shafeek
  orcid: 0000-0001-7180-6050
- first_name: Scott R
  full_name: Waitukaitis, Scott R
  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
  last_name: Waitukaitis
  orcid: 0000-0002-2299-3176
citation:
  ama: 'Lenton IC, Pertl F, Shafeek LB, Waitukaitis SR. Beyond the blur: Using experimentally
    determined point spread functions to improve scanning Kelvin probe imaging. <i>Journal
    of Applied Physics</i>. 2024;136(4). doi:<a href="https://doi.org/10.1063/5.0215151">10.1063/5.0215151</a>'
  apa: 'Lenton, I. C., Pertl, F., Shafeek, L. B., &#38; Waitukaitis, S. R. (2024).
    Beyond the blur: Using experimentally determined point spread functions to improve
    scanning Kelvin probe imaging. <i>Journal of Applied Physics</i>. AIP Publishing.
    <a href="https://doi.org/10.1063/5.0215151">https://doi.org/10.1063/5.0215151</a>'
  chicago: 'Lenton, Isaac C, Felix Pertl, Lubuna B Shafeek, and Scott R Waitukaitis.
    “Beyond the Blur: Using Experimentally Determined Point Spread Functions to Improve
    Scanning Kelvin Probe Imaging.” <i>Journal of Applied Physics</i>. AIP Publishing,
    2024. <a href="https://doi.org/10.1063/5.0215151">https://doi.org/10.1063/5.0215151</a>.'
  ieee: 'I. C. Lenton, F. Pertl, L. B. Shafeek, and S. R. Waitukaitis, “Beyond the
    blur: Using experimentally determined point spread functions to improve scanning
    Kelvin probe imaging,” <i>Journal of Applied Physics</i>, vol. 136, no. 4. AIP
    Publishing, 2024.'
  ista: 'Lenton IC, Pertl F, Shafeek LB, Waitukaitis SR. 2024. Beyond the blur: Using
    experimentally determined point spread functions to improve scanning Kelvin probe
    imaging. Journal of Applied Physics. 136(4), 045305.'
  mla: 'Lenton, Isaac C., et al. “Beyond the Blur: Using Experimentally Determined
    Point Spread Functions to Improve Scanning Kelvin Probe Imaging.” <i>Journal of
    Applied Physics</i>, vol. 136, no. 4, 045305, AIP Publishing, 2024, doi:<a href="https://doi.org/10.1063/5.0215151">10.1063/5.0215151</a>.'
  short: I.C. Lenton, F. Pertl, L.B. Shafeek, S.R. Waitukaitis, Journal of Applied
    Physics 136 (2024).
corr_author: '1'
date_created: 2024-08-04T22:01:21Z
date_published: 2024-07-28T00:00:00Z
date_updated: 2026-08-12T13:08:54Z
day: '28'
ddc:
- '530'
department:
- _id: ScWa
- _id: NanoFab
doi: 10.1063/5.0215151
ec_funded: 1
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  name: 'Tribocharge: a multi-scale approach to an enduring problem in physics'
publication: Journal of Applied Physics
publication_identifier:
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publication_status: published
publisher: AIP Publishing
quality_controlled: '1'
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acknowledgement: This project has received funding from the European Research Council
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author:
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  full_name: Stöllner, Andrea
  id: 4bdcf7f6-eb97-11eb-a6c2-9981bbdc3bed
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- first_name: Isaac C
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  last_name: Lenton
  orcid: 0000-0002-5010-6984
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- first_name: Scott R
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  id: 3A1FFC16-F248-11E8-B48F-1D18A9856A87
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citation:
  ama: 'Stöllner A, Lenton IC, Muller CJ, Waitukaitis SR. Measuring spontaneous charging
    of single aerosol particles. In: <i>EGU General Assembly 2023</i>. European Geosciences
    Union; 2023. doi:<a href="https://doi.org/10.5194/egusphere-egu23-6166">10.5194/egusphere-egu23-6166</a>'
  apa: 'Stöllner, A., Lenton, I. C., Muller, C. J., &#38; Waitukaitis, S. R. (2023).
    Measuring spontaneous charging of single aerosol particles. In <i>EGU General
    Assembly 2023</i>. Vienna, Austria &#38; Virtual: European Geosciences Union.
    <a href="https://doi.org/10.5194/egusphere-egu23-6166">https://doi.org/10.5194/egusphere-egu23-6166</a>'
  chicago: Stöllner, Andrea, Isaac C Lenton, Caroline J Muller, and Scott R Waitukaitis.
    “Measuring Spontaneous Charging of Single Aerosol Particles.” In <i>EGU General
    Assembly 2023</i>. European Geosciences Union, 2023. <a href="https://doi.org/10.5194/egusphere-egu23-6166">https://doi.org/10.5194/egusphere-egu23-6166</a>.
  ieee: A. Stöllner, I. C. Lenton, C. J. Muller, and S. R. Waitukaitis, “Measuring
    spontaneous charging of single aerosol particles,” in <i>EGU General Assembly
    2023</i>, Vienna, Austria &#38; Virtual, 2023.
  ista: Stöllner A, Lenton IC, Muller CJ, Waitukaitis SR. 2023. Measuring spontaneous
    charging of single aerosol particles. EGU General Assembly 2023. EGU General Assembly,
    6166.
  mla: Stöllner, Andrea, et al. “Measuring Spontaneous Charging of Single Aerosol
    Particles.” <i>EGU General Assembly 2023</i>, 6166, European Geosciences Union,
    2023, doi:<a href="https://doi.org/10.5194/egusphere-egu23-6166">10.5194/egusphere-egu23-6166</a>.
  short: A. Stöllner, I.C. Lenton, C.J. Muller, S.R. Waitukaitis, in:, EGU General
    Assembly 2023, European Geosciences Union, 2023.
conference:
  end_date: 2023-04-28
  location: Vienna, Austria & Virtual
  name: EGU General Assembly
  start_date: 2023-04-23
corr_author: '1'
date_created: 2024-01-22T12:09:07Z
date_published: 2023-04-23T00:00:00Z
date_updated: 2025-04-14T07:54:10Z
day: '23'
ddc:
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department:
- _id: CaMu
- _id: ScWa
doi: 10.5194/egusphere-egu23-6166
ec_funded: 1
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  call_identifier: H2020
  grant_number: '949120'
  name: 'Tribocharge: a multi-scale approach to an enduring problem in physics'
publication: EGU General Assembly 2023
publication_status: published
publisher: European Geosciences Union
status: public
title: Measuring spontaneous charging of single aerosol particles
tmp:
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type: conference_abstract
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
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...
