Recovering Physical Dynamics from Discrete Observations via Intrinsic Differential Consistency

Yuxiang Luo, Andrew Perrault

Recovering continuous-time dynamics from discrete observations is difficult because local supervision (e.g., pointwise regression targets, derivative approximations, or equation re…