69 citations · 108 across the 15 of their papers we have counts for
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cs.LG2026
Multi-Horizon Future Discovery for Physics-Informed Exploration
Shuwei Wang, Qiang Guan, Brian Qiu +5
Exploration in physical control environments requires agents to identify actions whose consequences reveal previously unexplored aspects of the underlying dynamics. However, many i…
cs.LG2021★ 19 cited
Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-temporally Constrained Data Augmentation
Yuxin Yang, Xitong Zhang, Qiang Guan +1
Deep learning and data-driven approaches have shown great potential in scientific domains. The promise of data-driven techniques relies on the availability of a large volume of hig…