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Ján Drgoňa - Neuromancer: Differentiable Programming Library for Data-driven Modelling and Control
Jan Drgona - Neuromancer - Differentiable Programming Library for Data-driven Modelling and Control
Differentiable Programming for Data-driven Modeling, Optimization, and Control
Differentiable Programming for Data-driven Modeling, Optimization, and Control
Deep Learning Explicit Differentiable Predictive Control Laws for Buildings
Introduction to NeuroMANCER Scientific Machine Learning Library
Neural Lyapunov Differentiable Predictive Control
Physics-constrained DL for energy control of buildings | AI & Sustainable Energy | Jan Drgona
Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approach
Combining Deep Learning & Physics to Cut the Costs of Advanced Building Control | Ján Drgoňa (PNNL)
Dissipative Deep Neural Dynamical Systems
Data-Driven Engineering Tutorials
