Hawoong Jeong
KAIST
H-index: 52
Asia-South Korea
Top articles of Hawoong Jeong
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Hidden multiscale organization and robustness of real multiplex networks | Physical Review E | Gangmin Son Meesoon Ha Hawoong Jeong | 2024/2/2 |
Spontaneous emergence of rudimentary music detectors in deep neural networks | Nature Communications | Gwangsu Kim Dong-Kyum Kim Hawoong Jeong | 2024/1/2 |
From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture | arXiv preprint arXiv:2405.00642 | Jaeyong Bae Hawoong Jeong | 2024/5/1 |
Interplay of network structure and talent configuration on wealth dynamics | arXiv preprint arXiv:2404.04175 | Jaeseok Hur Meesoon Ha Hawoong Jeong | 2024/4/5 |
Inferring the Langevin Equation with Uncertainty via Bayesian Neural Networks | arXiv preprint arXiv:2402.01338 | Youngkyoung Bae Seungwoong Ha Hawoong Jeong | 2024/2/2 |
Untangling pair synergy in the evolution of collaborative scientific impact | EPJ Data Science | Gangmin Son Jinhyuk Yun Hawoong Jeong | 2023/12/1 |
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning | Yeongwoo Song Hawoong Jeong | 2023/10/13 | |
Hidden Multiscale Organization and Cascading Dynamics in Real Multiplex Networks | arXiv preprint arXiv:2307.01293 | Gangmin Son Meesoon Ha Hawoong Jeong | 2023/7/3 |
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning | Seungwoong Ha Hawoong Jeong | 2023/7/3 | |
Quantifying team chemistry in scientific collaboration | arXiv preprint arXiv:2202.07252 | Gangmin Son Jinhyuk Yun Hawoong Jeong | 2022/2/15 |
Identifying Generalized Neural Representation Across Hamiltonian Manifolds via Meta-learning | arXiv preprint arXiv:2212.01168 | Yeongwoo Song Hawoong Jeong | 2022/12/2 |
Identifying Hamiltonian manifold in neural networks. | CoRR | Yeongwoo Song Hawoong Jeong | 2022 |
Learning heterogeneous interaction strengths by trajectory prediction with graph neural network | arXiv preprint arXiv:2208.13179 | Seungwoong Ha Hawoong Jeong | 2022/8/28 |
Inferring dissipation maps from videos using convolutional neural networks | Physical Review Research | Youngkyoung Bae Dong-Kyum Kim Hawoong Jeong | 2022/8/1 |
Unexpected advantages of exploitation for target searches in complex networks | Chaos: An Interdisciplinary Journal of Nonlinear Science | Youngkyoung Bae Gangmin Son Hawoong Jeong | 2022/8/1 |
Estimating entropy production with odd-parity state variables via machine learning | Physical Review Research | Dong-Kyum Kim Sangyun Lee Hawoong Jeong | 2022/4/20 |
Inertial effects on the Brownian gyrator | Physical Review E | Youngkyoung Bae Sangyun Lee Juin Kim Hawoong Jeong | 2021/3/25 |
Spontaneous emergence of music detectors in a deep neural network trained for natural sound recognition | bioRxiv | Gwangsu Kim Dong-Kyum Kim Hawoong Jeong | 2021/10/28 |
Quantumness and thermodynamic uncertainty relation of the finite-time Otto cycle | Physical Review E | Sangyun Lee Meesoon Ha Hawoong Jeong | 2021/2/22 |
Attaining entropy production and dissipation maps from Brownian movies via neural networks | arXiv preprint arXiv:2106.15108 | Youngkyoung Bae Dong-Kyum Kim Hawoong Jeong | 2021/6/29 |
Co-Authors
