JHU-IITD SMaRT stands for Johns Hopkins – IIT Delhi Joint Scientific Machine Learning Research Talks.
This is a collaborative webinar series jointly hosted by:
- Dr. Somdatta Goswami (Johns Hopkins University)
- Dr. Rajdip Nayek (Indian Institute of Technology Delhi)
- Dr. Souvik Chakraborty (Indian Institute of Technology Delhi)
The goal of this series is to promote academic dialogue, showcase cutting-edge research in Scientific Machine Learning (SciML), and foster collaboration between international researchers, students, and experts working at the intersection of AI, data-driven modeling, and applied sciences.
All webinar recordings and speaker highlights are available on our official YouTube channel:
📺 JHU-IITD SMaRT on YouTube
Make sure to subscribe and turn on notifications to stay updated on future events!
For questions, speaker nominations, or collaborations, please reach out to:
- Dr. Somdatta Goswami –
[email protected] - Dr. Rajdip Nayek –
[email protected] - Dr. Souvik Chakraborty –
[email protected]
🔹 Talk 1: Scalable Digital Twin-Enabled Virtual Sensing: Toward Foundation Model Futures for Energy Systems
Speaker: Dr. Syed Bahauddin Alam
Assistant Professor, University of Illinois Urbana-Champaign
📅 Date: August 6, 2025
📺 Watch on YouTube
🔹 Talk 2: Differentiable Physics: A physics-constrained and data-driven paradigm for scientific discovery
Speaker: Dr. Romit Maulik
Assistant Professor, Pennsylvania State University
📅 Date: August 13, 2025
📺 Watch on YouTube
Speaker: Dibyajyoti Nayak
PhD Scholar, Johns Hopkins University
📅 Date: August 20, 2025
📺 Watch on YouTube
🔹 Talk 4: Machine learning-driven prediction and design for material systems: Towards generalised, interpretable and physics-constrained tools
Speaker: Dr. Sathiskumar Anusuya Ponnusami
Reader (Associate Professor), City St George’s, University of London, UK
📅 Date: August 27, 2025
📺 Watch on YouTube
Speaker: Shailesh Garg
PhD Scholar, Department of Applied Mechaics, Indian Institute of Technology (IIT) Delhi
📅 Date: Sept 03, 2025
📺 Watch on YouTube
Speaker: Dr Subhayan De
Assistant Professor, Department of Mechanical Engineering at Northern Arizona University
📅 Date: Sept 10, 2025
📺 Watch on YouTube
Speaker: Dr Agnimitra Dasgupta
John von Neumann Fellow, Sandia National Laboratories
📅 Date: Sept 17, 2025
📺 Watch on YouTube
Speaker: Dr Ilias Bilionis
Professor, Mechanical Engineering, Purdue University
📅 Date: Sept 24, 2025
📺 Watch on YouTube
Speaker: Dr Nikolaos Bouklas
Associate Professor, Sibley School of Mechanical and Aerospace Engineering, Cornell University
Director for Research in CAD/CAE and ML, Pasteur Labs
📅 Date: Oct 08, 2025
📺 Watch on YouTube
🔹 Talk 10: Biologically Inspired Algorithm and Hardware Co-Design for Efficient Machine Intelligence
Speaker: Dr Priya Panda
Associate Professor, Electrical & Computer Engineering Department, University of Southern California
📅 Date: Oct 15, 2025
📺 Watch on YouTube
🔹 Talk 11: Working with large datasets in computational mechanics and mechanobiology: benchmarks, metrics, and validation studies
Speaker: Dr Emma Lejeune
Assistant Professor, Mechanical Engineering Department, Boston University
📅 Date: Oct 22, 2025
📺 Watch on YouTube
🔹 Talk 12: Beyond Traditional Modeling: Advancing Large Eddy Simulation of Turbulent Combustion with Deep Learning
Speaker: Dr Shubhangi Bansude
Assistant Professor, Mechanical Engineering Department, Indian Institute of Technology (IIT) Gandhinagar
📅 Date: Oct 29, 2025
📺 Watch on YouTube
Speaker: Tapas Tripura
PhD Scholar, Department of Applied Mechanics, Indian Institute of Technology (IIT) Delhi
📅 Date: Nov 05, 2025
📺 Watch on YouTube