works on
chaos expansion 1financial modeling 1neural operators 1optimal control 1stochastic processes 1

From the 1 of 11 linked papers with an AI index.

most citedUniversal approximation property of Banach space-valued random feature models including random neural networks

3 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2026

NeuralChaos: Optimal Adapted Approximation of Square Integrable Predictable Processes

Anastasis Kratsios, Giulia Livieri, Philipp Schmocker

The paper proposes NeuralChaos, a neural operator architecture that efficiently approximates predictable square‑integrable stochastic processes using finitely many Brownian motion…