Moment Estimates and DeepRitz Methods on Learning Diffusion Systems with Non-gradient Drifts

Fanze Kong, Chen-Chih Lai, Yubin Lu

Conservative-dissipative dynamics are ubiquitous across a variety of complex open systems. We propose a data-driven two-phase method, the Moment-DeepRitz Method, for learning drift…