A Physics-informed Deep Learning Approach for Minimum Effort Stochastic Control of Colloidal Self-Assembly.
Iman NodoziJared O'LearyAli MesbahAbhishek HalderPublished in: ACC (2023)
Keyphrases
- deep learning
- stochastic control
- optimal control
- unsupervised learning
- queueing systems
- control problems
- operations management
- machine learning
- brownian motion
- weakly supervised
- image sequences
- multiscale
- mental models
- partial differential equations
- maximum likelihood
- dimensionality reduction
- reinforcement learning
- training data
- decision trees
- feature selection