Publications, Activities, and Awards
- Cold Climate Impact on Air-Pollution-Related Health Outcomes: A Scoping Review
- Deep learning based model predictive control for compression ignition engines
- End-to-End Deep Neural Network Based Nonlinear Model Predictive Control: Experimental Implementation on Diesel Engine Emission Control
- Hybrid emission and combustion modeling of hydrogen fueled engines
- Hybrid Machine Learning Approaches and a Systematic Model Selection Process for Predicting Soot Emissions in Compression Ignition Engines
- Imitative Learning Control of a LSTM-NMPC Controller on PEM Fuel Cell for Computational Cost Reduction
- Integrating Machine Learning and Model Predictive Control for automotive applications: A review and future directions
- Laminar Flame Speed modeling for Low Carbon Fuels using methods of Machine Learning
- Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
- Model Predictive Control of Internal Combustion Engines: A Review and Future Directions
- Modeling, diagnostics, optimization, and control of internal combustion engines via modern machine learning techniques: A review and future directions
- Performance and Emission Investigation of Hydrogen Diesel Dual Fuel Combustion
- Safe deep reinforcement learning in diesel engine emission control