physics-informed-neural-networks 2 pytorch 2 nonlinear-optimization 2 nonlinear-dynamics 2 dynamical-systems 2 differentiable-programming 2 differentiable-optimization 2 differentiable-control 2 deep-learning 2 control-systems 2 constrained-optimization 2 Data-driven control 2 Dynamical Systems 2 Linear Models 2 Pytorch 2 Deep Learning 2 Neural Operator 1 DeepONet 1 neural-operators 1 transferlab 1 machine-learning 1 physics 1 physics-informed-learning 1 reaction-diffusion 1 tensorflow 1 Physics-Informed ML 1 Operator Learning 1 Physics 1 Mathematics 1 Machine Learning 1 Artificial Intelligence 1 inverse-problems 1 Physics-informed neural networks 1 Differential equations 1