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1. pnnl/neuromancer pnnl/neuromancer Public

   Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

   Python 1.3k 172

2. pnnl/deps_arXiv2020 pnnl/deps_arXiv2020 Public

   Differentiable predictive control (DPC) policy optimization examples.

   MATLAB 62 8

3. NeuralDAEs NeuralDAEs Public

   Learning Neural Differential Algebraic Equations via Operator Splitting

   JavaScript 1 1

4. slides slides Public

   Collection of presentation slides

   5

5. SciML-Course SciML-Course Public

   JHU Course EN.560.652 - Scientific Machine Learning for Modeling, Optimization, and Control of Dynamical Systems

   Python 17 2

6. pnnl/L2O-MINLP pnnl/L2O-MINLP Public

   Learning-to-Optimize for Mixed-Integer Non-Linear Programming

   Jupyter Notebook 62 23