フォロー
Soon Hoe Lim
Soon Hoe Lim
Nordita Assistant Professor, KTH Royal Institute of Technology and Stockholm University
確認したメール アドレス: su.se - ホームページ
タイトル
引用先
引用先
Bose polaron as an instance of quantum Brownian motion
A Lampo, SH Lim, MÁ García-March, M Lewenstein
Quantum 1, 30, 2017
892017
Noisy Recurrent Neural Networks
SH Lim, NB Erichson, L Hodgkinson, MW Mahoney
Advances in Neural Information Processing Systems 34, 2021
432021
Noisy Feature Mixup
SH Lim, NB Erichson, F Utrera, W Xu, MW Mahoney
Proc. of the 2022 ICLR Conference, 2021
282021
Predicting critical transitions in multiscale dynamical systems using reservoir computing
SH Lim, LT Giorgini, W Moon, JS Wettlaufer
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (12), 2020
26*2020
Lindblad model of quantum Brownian motion
A Lampo, SH Lim, J Wehr, P Massignan, M Lewenstein
Physical Review A 94 (4), 042123, 2016
232016
Functionals in stochastic thermodynamics: how to interpret stochastic integrals
S Bo, SH Lim, R Eichhorn
Journal of Statistical Mechanics: Theory and Experiment 2019 (8), 084005, 2019
202019
NoisyMix: Boosting Model Robustness to Common Corruptions
NB Erichson, SH Lim, W Xu, F Utrera, Z Cao, MW Mahoney
Proc. of the 27th International Conference on AISTATS, 2024
19*2024
Homogenization for a class of generalized Langevin equations with an application to thermophoresis
SH Lim, J Wehr
Journal of Statistical Physics 174 (3), 656-691, 2019
18*2019
Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory
SH Lim
Journal of Machine Learning Research 22, 47:1-47:48, 2021
172021
Homogenization for generalized Langevin equations with applications to anomalous diffusion
SH Lim, J Wehr, M Lewenstein
Annales Henri Poincaré 21, 1813–1871, 2020
132020
On the small mass limit of quantum Brownian motion with inhomogeneous damping and diffusion
SH Lim, J Wehr, A Lampo, MÁ García-March, M Lewenstein
Journal of Statistical Physics 170 (2), 351-377, 2018
122018
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
SH Lim, Y Wan, U Şimşekli
Advances in Neural Information Processing Systems 35, 2022
112022
Precursors to rare events in stochastic resonance
LT Giorgini, SH Lim, W Moon, JS Wettlaufer
Europhysics letters 129 (4), 40003, 2020
42020
MÁ Garc ía-March, M. Lewenstein
A Lampo, SH Lim
Quantum 1, 30, 2017
32017
Anomalous thermodynamics in homogenized generalized Langevin systems
SH Lim
Journal of Physics A: Mathematical and Theoretical 54 (15), 155001, 2021
22021
Modeling the El Nino Southern Oscillation with Neural Differential Equations
LT Giorgini, SH Lim, W Moon, N Chen, JS Wettlaufer
ICML 2021 Time Series Workshop, 2021
22021
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback
NB Erichson, SH Lim, MW Mahoney
arXiv preprint arXiv:2212.00228, 2022
12022
Stochastic Processes: From Classical to Quantum
SH Lim
2020
Stochastic Lorenz Systems are Generalized Langevin Systems
SH Lim
2020
A Short Introduction to Concentration Inequalities
SH Lim
2020
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論文 1–20