Author

Gabriel Stoltz

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Review Jul 2026

Approximating committor functions: Objective functions and training data sampling

A new loss function based on the application of It\={o}'s formula is proposed to learn the committor function with a minimization procedure on the parameters of a neural network to better approximate the committor function using a better sampling of the reactive trajectories.

Thomas Pigeon, Gabriel Stoltz, T. Lelièvre · 1 citation