Articles by Nathan Gaby | Synthical

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Articles by Nathan Gaby | Synthical

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3

Hamiltonian Theory and Computation of Optimal Probability Density Control in High Dimensions

23 May 2025 by Nathan Gaby and Xiaojing Ye

Optimization and Control, Artificial Intelligence

Approximation of Solution Operators for High-dimensional PDEs

18 January 2024 by Nathan Gaby and Xiaojing Ye at

Georgia State University

Numerical Analysis, Machine Learning

Neural Control of Parametric Solutions for High-dimensional Evolution PDEs

10 November 2023 by Nathan Gaby and others at

Georgia State University

Numerical Analysis, Machine Learning

Lyapunov-Net: A Deep Neural Network Architecture for Lyapunov Function Approximation

17 August 2022 by Nathan Gaby and others

Machine Learning, Optimization and Control

Topics

Numerical Analysis Machine Learning Optimization and Control