Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Corneel Casert

Faculty of Sciences > Department of Physics and astronomy

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- PhD Thesis
Revealing nonequilibrium phenomena and slow dynamics in many-body systems through machine learning

Corneel Casert (UGent)

(2023)
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- Journal Article
- A1
- open access
Training neural networks using Metropolis Monte Carlo and an adaptive variant

Stephen Whitelam, Viktor Selin, Ian Benlolo, Corneel Casert (UGent) and Isaac Tamblyn

(2022) MACHINE LEARNING-SCIENCE AND TECHNOLOGY. 3(4).
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- Journal Article
- A1
- open access
Robust prediction of force chains in jammed solids using graph neural networks

Rituparno Mandal, Corneel Casert (UGent) and Peter Sollich

(2022) NATURE COMMUNICATIONS. 13(1).
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- Journal Article
- A1
- open access
Dynamical large deviations of two-dimensional kinetically constrained models using a neural-network state ansatz

Corneel Casert (UGent) , Tom Vieijra, Stephen Whitelam and Isaac Tamblyn

(2021) PHYSICAL REVIEW LETTERS. 127(12).
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- Journal Article
- A2
- open access
Optical lattice experiments at unobserved conditions with generative adversarial deep learning

Corneel Casert (UGent) , Kyle Mills, Tom Vieijra, Jan Ryckebusch (UGent) and Isaac Tamblyn

(2021) PHYSICAL REVIEW RESEARCH. 3(3).
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Adversarial generation of mesoscale surfaces from small-scale chemical motifs

Kyle Mills, Corneel Casert (UGent) and Isaac Tamblyn

(2020) JOURNAL OF PHYSICAL CHEMISTRY C. 124(42). p.23158-23163
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- Journal Article
- A1
- open access
Restricted Boltzmann machines for quantum states with non-abelian or anyonic symmetries

Tom Vieijra, Corneel Casert (UGent) , Jannes Nys (UGent) , Wesley De Neve (UGent) , Jutho Haegeman (UGent) , Jan Ryckebusch (UGent) and Frank Verstraete (UGent)

(2020) PHYSICAL REVIEW LETTERS. 124(9).
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- Journal Article
- A1
- open access
Isospin composition of the high-momentum fluctuations in nuclei from asymptotic momentum distributions

Jan Ryckebusch (UGent) , Wim Cosyn (UGent) , Tom Vieijra and Corneel Casert (UGent)

(2019) PHYSICAL REVIEW C. 100(5).
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- Journal Article
- A1
- open access
The isospin and neutron-to-proton excess dependence of short-range correlations

Jan Ryckebusch (UGent) , Wim Cosyn (UGent) , Sam Stevens, Corneel Casert (UGent) and Jannes Nys (UGent)

(2019) PHYSICS LETTERS B. 792. p.21-28
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Interpretable machine learning for inferring the phase boundaries in a nonequilibrium system

Corneel Casert (UGent) , Tom Vieijra, Jannes Nys (UGent) and Jan Ryckebusch (UGent)

(2019) PHYSICAL REVIEW E. 99(2).

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