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stat.ME2026
Symbolic Weak-form Recovery of 2-D Stochastic Generators
Sai Sathvik Gullipalli, Eshwar R A
Recovering two-dimensional Ito generators from trajectory data is difficult because drift increments have low signal-to-noise, bivariate weak designs can be ill-conditioned, and un…
stat.ME2026
Data-Driven Weak-form Discovery of Stochastic Systems
Eshwar R A, Gajanan V. Honnavar
We present an algorithm for learning the governing equations of a stochastic dynamical system from trajectory data. It recovers interpretable symbolic expressions for both the drif…