PROJECTS

  1. Identifying Net-Zero Transition Pathways for Chemicals and Material Industries in India by Integrating Small Language Models and Multi-Objective Optimization, Anusandhan National Research Foundation, Core Research Grant, Principal Investigator
  2. A Deep Learning Framework for Subseasonal Climate Prediction of Rainfall Extremes over India during the Summer Monsoon, R-Systems CoE for Applied AI for Sustainable Systems, Principal Investigator (2025-2028)
  3. Development of Indigenous High Tenacity next generation PBO Fiber, DRDO, Co-Principal Investigator (2025-2028)
  4. Accelerating Carbon Capture Process by Artificial Intelligence: Deep Learning Driven Material Design for Advanced MOF and Zeolite Functionalization for CO2 Adsorption; Multi-Institutional Faculty Interdisciplinary Research Project (MFIRP) between Indian Institute of Technology Delhi (IIT Delhi), IIT Delhi - Abu Dhabi (IITD-AD) and Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Principal Investigator, (2025-2026)
  5. A Framework for Power Grid Digital Twins for Future Readiness, Multi-Institutional Faculty Interdisciplinary Research Project (MFIRP) between Indian Institute of Technology Delhi (IIT Delhi), IIT Delhi - Abu Dhabi (IITD-AD) and Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Co-Principal Investigator, (2025-2026)
  6. Optimal and sustainable operation of power generation system (Phase 2); SERB- VAJRA Grant (Lead collaborator with Prof. Bhavik Bakshi, Arizona State University) (2024-2025)
  7. Prediction of active and break cycles of monsoon using deep learning, Ministry of Earth Science, Principal Investigator (2023-2026)
  8. Enhance of actor-critic reinforcement learning algorithms for process control, SERB Core Research Grant, Principal Investigator (2023-2026)
  9. Predicting the performance of a driver in a racing simulator, Racing Unleashed AG, Principal investigator (2022-2023)
  10. Reinforcement learning based scheduling of process systems, ABB Global Research, Principal investigator (2022-2023)
  11. Improving forecast with machine learning, Ministry of Earth Science, Co-principal Investigator (2023-2026)
  12. Validation of DATUM, Repos Energy, Pune (2021), Principal Investigator
  13. Embedded system based fault tolerant control and autonomous navigation of an unmanned aerial vehicle (UAV). DST NM-ICPS TiHAN. Multi institution project with IIIT Hyderabad (Lead institution) and TCS Innovation labs Kolkata (PI at IIT Delhi) (2021-2024)
  14. Optimal and sustainable operation of power generation system; SERB- VAJRA Grant (Lead collaborator with Prof. Bhavik Bakshi, Arizona State University) (2020-2021)
  15. Enhancements of model predictive control for batch/semi-batch process; SERB-Core Research Grant (Principal investigator) (2019-2022)
  16. A Bayesian approach to fault detection, isolation and causality detection of multi-modal systems; BRNS - Regular research project, (Principal investigator) (2019-2022)
  17. Acute decompensated heart failure prediction using Machine Learning algorithm, DBT (Co-Principal investigator) (2020-2022)