Vasisht, Soumya
- Dissipative Deep Neural Dynamical Systems
2020/11/26 by Ján Drgoňa, Soumya Vasisht, Drgona, Jan +5 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Deep Learning Explicit Differentiable Predictive Control Laws for Buildings
2021/07/25 by Drgona, Jan, Tuor, Aaron, Vasisht, Soumya +2 · 3 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Constrained Block Nonlinear Neural Dynamical Models
2021/01/06 by Skomski, Elliott, Vasisht, Soumya, Wight, Colby +3 · 1 citation
#Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG)