Learning entropy production via neural networks DK Kim, Y Bae, S Lee, H Jeong Physical Review Letters, 2020 | 46 | 2020 |
Inertial effects on the Brownian gyrator Y Bae, S Lee, J Kim, H Jeong Physical Review E 103 (3), 032148, 2021 | 19 | 2021 |
Inferring dissipation maps from videos using convolutional neural networks Y Bae, DK Kim, H Jeong Physical Review Research 4 (3), 033094, 2022 | 6* | 2022 |
Unexpected advantages of exploitation for target searches in complex networks Y Bae, G Son, H Jeong Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (8), 083118, 2022 | 2 | 2022 |
Stochastic Restarting to Overcome Overfitting in Neural Networks with Noisy Labels Y Bae, Y Song, H Jeong arXiv preprint arXiv:2406.00396, 2024 | | 2024 |
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks Y Bae, S Ha, H Jeong arXiv preprint arXiv:2402.01338, 2024 | | 2024 |