Interpretable machine learning for inferring the phase boundaries in a nonequilibrium system C Casert, T Vieijra, J Nys, J Ryckebusch Physical Review E 99 (2), 023304, 2019 | 24 | 2019 |
Restricted boltzmann machines for quantum states with non-abelian or anyonic symmetries T Vieijra, C Casert, J Nys, W De Neve, J Haegeman, J Ryckebusch, ... Physical review letters 124 (9), 097201, 2020 | 19 | 2020 |
The isospin and neutron-to-proton excess dependence of short-range correlations J Ryckebusch, W Cosyn, S Stevens, C Casert, J Nys Physics Letters B 792, 21-28, 2019 | 16 | 2019 |
Social stability and extended social balance—Quantifying the role of inactive links in social networks AM Belaza, J Ryckebusch, A Bramson, C Casert, K Hoefman, K Schoors, ... Physica A: Statistical Mechanics and its Applications 518, 270-284, 2019 | 14 | 2019 |
Optical lattice experiments at unobserved conditions and scales through generative adversarial deep learning C Casert, K Mills, T Vieijra, J Ryckebusch, I Tamblyn arXiv preprint arXiv:2002.07055, 2020 | 5 | 2020 |
Isospin composition of the high-momentum fluctuations in nuclei from asymptotic momentum distributions J Ryckebusch, W Cosyn, T Vieijra, C Casert Physical Review C 100 (5), 054620, 2019 | 4 | 2019 |
Adversarial Generation of Mesoscale Surfaces from Small-Scale Chemical Motifs K Mills, C Casert, I Tamblyn The Journal of Physical Chemistry C 124 (42), 23158-23163, 2020 | 2 | 2020 |
Dynamical large deviations of two-dimensional kinetically constrained models using a neural-network state ansatz C Casert, T Vieijra, S Whitelam, I Tamblyn arXiv preprint arXiv:2011.08657, 2020 | | 2020 |
Towards neural network quantum states with nonabelian symmetries T Vieijra, C Casert, J Nys, W De Neve, J Haegeman, J Ryckebusch, ... Bulletin of the American Physical Society 65, 2020 | | 2020 |
Adversarial machine learning for modeling the distribution of large-scale ultracold atom experiments C Casert, K Mills, T Vieijra, J Ryckebusch, I Tamblyn Bulletin of the American Physical Society 65, 2020 | | 2020 |