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cs.CE2025
KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks
Siyuan Yang, Cheng Song, Zhilu Lai +1
Differential equations are involved in modeling many engineering problems. Many efforts have been devoted to solving differential equations. Due to the flexibility of neural networ…
math.OC2025★ 1 cited
Beyond Non-Degeneracy: Revisiting Certainty Equivalent Heuristic for Online Linear Programming
Yilun Chen, Wenjia Wang
The Certainty Equivalent heuristic (CE) is a widely-used algorithm for various dynamic resource allocation problems in OR and OM. Despite its popularity, existing theoretical guara…