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Soon Hoe Lim
Soon Hoe Lim
Assistant Professor, KTH Royal Institute of Technology & Nordita
Bestätigte E-Mail-Adresse bei kth.se - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Bose polaron as an instance of quantum Brownian motion
A Lampo, SH Lim, MÁ García-March, M Lewenstein
Quantum 1, 30, 2017
952017
Noisy Recurrent Neural Networks
SH Lim, NB Erichson, L Hodgkinson, MW Mahoney
Advances in Neural Information Processing Systems 34, 2021
622021
Noisy Feature Mixup
SH Lim, NB Erichson, F Utrera, W Xu, MW Mahoney
Proc. of the 2022 ICLR Conference, 2021
422021
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
36*2020
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
34*2024
Lindblad model of quantum Brownian motion
A Lampo, SH Lim, J Wehr, P Massignan, M Lewenstein
Physical Review A 94 (4), 042123, 2016
262016
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
232019
Understanding Recurrent Neural Networks Using Nonequilibrium Response Theory
SH Lim
Journal of Machine Learning Research 22, 47:1-47:48, 2021
212021
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
19*2019
Homogenization for generalized Langevin equations with applications to anomalous diffusion
SH Lim, J Wehr, M Lewenstein
Annales Henri Poincaré 21, 1813–1871, 2020
172020
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
SH Lim, Y Wan, U Şimşekli
Advances in Neural Information Processing Systems 35, 2022
142022
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
132018
Gated recurrent neural networks with weighted time-delay feedback
NB Erichson, SH Lim, MW Mahoney
arXiv preprint arXiv:2212.00228, 2022
62022
Precursors to rare events in stochastic resonance
LT Giorgini, SH Lim, W Moon, JS Wettlaufer
Europhysics letters 129 (4), 40003, 2020
62020
Anomalous thermodynamics in homogenized generalized Langevin systems
SH Lim
Journal of Physics A: Mathematical and Theoretical 54 (15), 155001, 2021
42021
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
32021
MÁ Garc ía-March, M. Lewenstein
A Lampo, SH Lim
Quantum 1, 30, 2017
32017
Tuning frequency bias of state space models
A Yu, D Lyu, SH Lim, MW Mahoney, NB Erichson
arXiv preprint arXiv:2410.02035, 2024
22024
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
SH Lim, Y Wang, A Yu, E Hart, MW Mahoney, XS Li, NB Erichson
arXiv preprint arXiv:2410.03229, 2024
12024
Stochastic Processes: From Classical to Quantum
SH Lim
2020
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