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Published at November 13Estimating unknown parameters in differential equations with a reinforcement learning based PSO method
cs.LG
cs.AI
Released Date: November 13, 2024
Authors: Wenkui Sun1, Xiaoya Fan1, Lijuan Jia1, Tinyi Chu2, Shing-Tung Yau3, Rongling Wu3, Zhong Wang1
Aff.: 1Dalian University of Technology; 2Cornell University; 3Beijing Institute of Mathematical Sciences and Applications

| PDEs | Heat | Transient Convection-Diffusion | Helmholtz |
| Range of t | [0,1] | / | |
| Points of t | 10,20,40 | / | |
| Range of x | [0,1] | ||
| Points of x | 10,20,40 | ||
| Range of y | / | [0,1] | |
| Points of y | / | 10,20,40 | |
| Distribution of Unknown Parameters | |||
| \botrule | |||