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20212025
most citedDISCOVER: Deep identification of symbolically concise open-form PDEs via enhanced reinforcement-learning

2 citations · 5 across the 8 of their papers we have counts for

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physics.comp-ph2024

Discovery of Green's function based on symbolic regression with physical hard constraints

Jianghang Gu, Mengge Du, Yuntian Chen +1

The Green's function, serving as a kernel function that delineates the interaction relationships of physical quantities within a field, holds significant research implications acro…

cs.LG2024

LLM4ED: Large Language Models for Automatic Equation Discovery

Mengge Du, Yuntian Chen, Zhongzheng Wang +2

Equation discovery is aimed at directly extracting physical laws from data and has emerged as a pivotal research domain. Previous methods based on symbolic mathematics have achieve…