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Marco Baity-Jesi
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Jamming transition as a paradigm to understand the loss landscape of deep neural networks
M Geiger, S Spigler, S d'Ascoli, L Sagun, M Baity-Jesi, G Biroli, M Wyart
Physical Review E 100 (1), 012115, 2019
1602019
Comparing dynamics: Deep neural networks versus glassy systems
M Baity-Jesi, L Sagun, M Geiger, S Spigler, GB Arous, C Cammarota, ...
International Conference on Machine Learning, 314-323, 2018
1182018
Critical parameters of the three-dimensional Ising spin glass
M Baity-Jesi, RA Baños, A Cruz, LA Fernandez, JM Gil-Narvion, ...
Physical Review B 88 (22), 224416, 2013
1002013
The Mpemba effect in spin glasses is a persistent memory effect
M Baity-Jesi, E Calore, A Cruz, LA Fernandez, JM Gil-Narvión, ...
Proceedings of the National Academy of Sciences 116 (31), 15350-15355, 2019
812019
Soft modes, localization, and two-level systems in spin glasses
M Baity-Jesi, V Martín-Mayor, G Parisi, S Perez-Gaviro
Physical review letters 115 (26), 267205, 2015
672015
Janus II: A new generation application-driven computer for spin-system simulations
M Baity-Jesi, RA Baños, A Cruz, LA Fernandez, JM Gil-Narvión, ...
Computer Physics Communications 185 (2), 550-559, 2014
612014
Differentiable modelling to unify machine learning and physical models for geosciences
C Shen, AP Appling, P Gentine, T Bandai, H Gupta, A Tartakovsky, ...
Nature Reviews Earth & Environment 4, 552–567, 2023
49*2023
Emergent SO(3) Symmetry of the Frictionless Shear Jamming Transition
M Baity-Jesi, CP Goodrich, AJ Liu, SR Nagel, JP Sethna
Journal of Statistical Physics 167, 735-748, 2017
452017
Matching microscopic and macroscopic responses in glasses
M Baity-Jesi, E Calore, A Cruz, LA Fernandez, JM Gil-Narvión, ...
Physical review letters 118 (15), 157202, 2017
44*2017
Reconfigurable computing for Monte Carlo simulations: Results and prospects of the Janus project
M Baity-Jesi, RA Baños, A Cruz, LA Fernández, JM Gil-Narvion, ...
The European Physical Journal Special Topics 210, 33-51, 2012
402012
Aging rate of spin glasses from simulations matches experiments
M Baity-Jesi, E Calore, A Cruz, LA Fernandez, JM Gil-Narvion, ...
Physical review letters 120 (26), 267203, 2018
392018
Dynamical transition in the Edwards-Anderson spin glass in an external magnetic field
M Baity-Jesi, RA Banos, A Cruz, LA Fernandez, JM Gil-Narvion, ...
Physical Review E 89 (3), 032140, 2014
382014
Phase transition in three-dimensional Heisenberg spin glasses with strong random anisotropies through a multi-GPU parallelization
M Baity-Jesi, LA Fernandez, V Martin-Mayor, JM Sanz
Physical Review B 89 (1), 014202, 2014
372014
A statics-dynamics equivalence through the fluctuation–dissipation ratio provides a window into the spin-glass phase from nonequilibrium measurements
M Baity-Jesi, E Calore, A Cruz, LA Fernandez, JM Gil-Narvión, ...
Proceedings of the National Academy of Sciences 114 (8), 1838-1843, 2017
332017
Activated aging dynamics and effective trap model description in the random energy model
M Baity-Jesi, G Biroli, C Cammarota
Journal of Statistical Mechanics: Theory and Experiment 2018 (1), 013301, 2018
312018
The three-dimensional Ising spin glass in an external magnetic field: the role of the silent majority
M Baity-Jesi, RA Banos, A Cruz, LA Fernandez, JM Gil-Narvion, ...
Journal of Statistical Mechanics: Theory and Experiment 2014 (5), P05014, 2014
302014
Improving hydrologic models for predictions and process understanding using neural ODEs
M Höge, A Scheidegger, M Baity-Jesi, C Albert, F Fenicia
Hydrology and Earth System Sciences 26 (19), 5085-5102, 2022
282022
Predicting chemical hazard across taxa through machine learning
J Wu, S D’Ambrosi, L Ammann, J Stadnicka-Michalak, K Schirmer, ...
Environment International 163, 107184, 2022
242022
Deep learning classification of lake zooplankton
SP Kyathanahally, T Hardeman, E Merz, T Bulas, M Reyes, P Isles, ...
Frontiers in microbiology 12, 746297, 2021
212021
Underwater dual-magnification imaging for automated lake plankton monitoring
E Merz, T Kozakiewicz, M Reyes, C Ebi, P Isles, M Baity-Jesi, P Roberts, ...
Water Research 203, 117524, 2021
202021
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