Can Neural Networks Formulate Shock Wave? towardsdatascience.com Post date April 4, 2024 No Comments on Can Neural Networks Formulate Shock Wave? External Tags machine-learning, neural-networks, physics, physics-informed-learning, shock-wave

Modeling Dynamical Systems With Neural ODE: A Hands-on Guide towardsdatascience.com Post date January 12, 2024 No Comments on Modeling Dynamical Systems With Neural ODE: A Hands-on Guide External Tags deep-dives, dynamical-systems, machine-learning, neural-ode, physics-informed-learning

On Data-Driven Equation Discovery medium.com Post date December 3, 2023 No Comments on On Data-Driven Equation Discovery External Tags computational-physics, data-science, deep-dives, machine-learning, physics-informed-learning

Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression towardsdatascience.com Post date July 29, 2023 No Comments on Discovering Differential Equations with Physics-Informed Neural Networks and Symbolic Regression External Tags differential-equations, machine-learning, neural-networks, physics-informed-learning, symbolic-regression

Solving Inverse Problems With Physics-Informed DeepONet: A Practical Guide With Code Implementation towardsdatascience.com Post date July 17, 2023 No Comments on Solving Inverse Problems With Physics-Informed DeepONet: A Practical Guide With Code Implementation External Tags deep-dives, inverse-problem, machine-learning, neural-networks, physics-informed-learning

Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 06 towardsdatascience.com Post date June 13, 2023 No Comments on Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 06 External Tags machine-learning, neural-networks, physics-informed-learning, pinn, thoughts-and-theory

Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 03 towardsdatascience.com Post date May 25, 2023 No Comments on Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 03 External Tags gradient-boosting, machine-learning, neural-networks, physics-informed-learning, pinn