MVNN: A Measure-Valued Neural Network for Learning McKean-Vlasov Dynamics from Particle Data

Liyao Lyu, Xinyue Yu, Hayden Schaeffer

Collective behaviors that emerge from interactions are fundamental to numerous biological systems. To learn such interacting forces from observations, we introduce a measure-valued…