Aim: Bridge first-principles physical-chemical models with machine learning models.
Property Prediction: ANNs trained on quantum descriptors
Reactor Prediction and Control:Reinforcement learning for chemical process control
Stochastic Event Prediction:Deep learning to predict rare combustion events
Investigator:
