AI RESEARCH
A deep learning framework for jointly solving transient Fokker-Planck equations with arbitrary parameters and initial distributions
arXiv CS.LG
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ArXi:2604.06001v1 Announce Type: cross Efficiently solving the Fokker-Planck equation (FPE) is central to analyzing complex parameterized stochastic systems. However, current numerical methods lack parallel computation capabilities across varying conditions, severely limiting comprehensive parameter exploration and transient analysis. This paper