Research Explorer

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Researcher

Corneel Casert

Awards & Distinctions

13 Results

2023

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

Corneel CasertJan RyckebuschToon Verstraelen

2022

Robust prediction of force chains in jammed solids using graph neural networks

Rituparno MandalCorneel CasertPeter Sollich

A1 Journal Article in NATURE COMMUNICATIONS

Training neural networks using Metropolis Monte Carlo and an adaptive variant

Stephen WhitelamViktor SelinIan BenloloCorneel CasertIsaac Tamblyn

A1 Journal Article in MACHINE LEARNING-SCIENCE AND TECHNOLOGY

2021

Dynamical large deviations of two-dimensional kinetically constrained models using a neural-network state ansatz

Corneel CasertTom VieijraStephen WhitelamIsaac Tamblyn

A1 Journal Article in PHYSICAL REVIEW LETTERS

Optical lattice experiments at unobserved conditions with generative adversarial deep learning

Corneel CasertKyle MillsTom VieijraJan RyckebuschIsaac Tamblyn

A2 Journal Article in PHYSICAL REVIEW RESEARCH

2020

Adversarial generation of mesoscale surfaces from small-scale chemical motifs

Kyle MillsCorneel CasertIsaac Tamblyn

A1 Journal Article in JOURNAL OF PHYSICAL CHEMISTRY C

Restricted Boltzmann machines for quantum states with non-abelian or anyonic symmetries

Tom VieijraCorneel CasertJannes NysWesley De NeveJutho HaegemanJan RyckebuschFrank Verstraete

A1 Journal Article in PHYSICAL REVIEW LETTERS

2019

Interpretable machine learning for inferring the phase boundaries in a nonequilibrium system

Corneel CasertTom VieijraJannes NysJan Ryckebusch

A1 Journal Article in PHYSICAL REVIEW E

Isospin composition of the high-momentum fluctuations in nuclei from asymptotic momentum distributions

Jan RyckebuschWim CosynTom VieijraCorneel Casert

A1 Journal Article in PHYSICAL REVIEW C

Social stability and extended social balance : quantifying the role of inactive links in social networks

Andres M Belaza VallejoJan RyckebuschAaron BramsonCorneel CasertKevin HoefmanKoen SchoorsMilan van den HeuvelBenjamin Vandermarliere

A1 Journal Article in PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

The isospin and neutron-to-proton excess dependence of short-range correlations

Jan RyckebuschWim CosynSam StevensCorneel CasertJannes Nys

A1 Journal Article in PHYSICS LETTERS B

2018

Quantifying the role of inactive links in social networks

Andres M Belaza VallejoJan RyckebuschAaron BramsonCorneel CasertKevin HoefmanKoen SchoorsMilan van den HeuvelBenjamin Vandermarliere

Statistical physics of balance theory

Andres M Belaza VallejoJan RyckebuschKevin HoefmanAaron BramsonMilan van den HeuvelKoen SchoorsCorneel Casert