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Showing results 1 to 6 of 6

1
Automated scientific discovery from complex systems via deep learning = 딥러닝을 이용한 복잡계로부터의 자동화된 과학적 발견에 대하여link

Ha, Seungwoong, 한국과학기술원, 2023

2
Discovering invariants via machine learning

Ha, Seungwoong; Jeong, Hawoong, PHYSICAL REVIEW RESEARCH, v.3, no..4, 2021-12

3
Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network

Ha, Seungwoong; Jeong, Hawoong, ICLR2023, pp.12319 - 12338, ICLR, 2023-05-03

4
Optimization strategy for and structural properties of traffic efficiency under bounded information accessibility

Ahn, Sanghyun; Ha, Seungwoong; Kim, Soo Yong, PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v.451, pp.578 - 591, 2016-06

5
Social learning spontaneously emerges by searching optimal heuristics with deep reinforcement learning

Ha, Seungwoong; Jeong, Hawoong, ICML 2023, 40th International Conference on Machine Learning, pp.12319 - 12338, ML Research Press, 2023-07-23

6
Unraveling hidden interactions in complex systems with deep learning

Ha, Seungwoong; Jeong, Hawoong, SCIENTIFIC REPORTS, v.11, no.1, 2021-06

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