Abstract: The growing adoption of Distributed Energy Resources (DERs) has introduced challenges to the power distribution network, including voltage fluctuations, system uncertainty, and dynamic load ...
Abstract: Efficient and resilient traffic management relies on accurate prediction of air traffic states. However, the complex spatial-temporal dependencies of air traffic networks make this task ...
This repo is the official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network" by Longxiang Jiang, Liyuan Wang, Xinkun Chu, Yonghao Xiao, and Hao Zhang ...
Quantum many-body systems pose significant computational challenges due to the exponential growth of their state spaces with system size. Traditional methods, such as Tensor Network (TNs) algorithms ...
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