Updates

Jun 29, 2026 Award: Congratulations to Tanishq Ahuja (B.Tech, CSE, IIT (BHU) Varanasi), our SPARK Summer Intern, for being recognized among the Top 7 posters at the SPARK Internship Poster Presentation at IIT Roorkee, out of ~150 posters across all interns at IITR. Well done!
Jun 10, 2026 Talk: Delivered a talk at the Department of Electrical Engineering, IIT Delhi, on ‘Optimization Proxies for Power Systems: The Idea, Data Efficiency, Feasibility & Confidence.’ Slides
Dec 26, 2025 Talk: Delivered an online talk during the Winter School — Scientific Computing & Machine Learning organized by the Department of Mathematics & Computing, NIT Jalandhar, on ‘Bayesian Inference via Prior-Data Fitted Networks’ Slides
Dec 10, 2025 Spotlight Talk: Delivered a talk at CASML, IISc Bangalore on Scaling Prior Data Fitted Networks for Physical System Learning and our paper got Best Paper Award at the conference. Slides & Pre-Print
Jul 21, 2025 New Joining: We are pleased to welcome Ayushi Jolotia to \(\mathcal{P}^2-\)LAB as a graduate student. She will be pursuing her Ph.D. focused on developing Machine Learning methods for Critical Grid Infrastructure Problems. We look forward to her contributions in advancing intelligent and resilient power system solutions.
Jul 12, 2025 Talk: Delivered an online talk during the Faculty Development Program (FDP) organized by the Department of Electrical Engineering, NIT Patna and NIT Agartala, on ‘Bayesian Learning Applications in Power System Operations’ Slides
Feb 18, 2025 New Project: Awarded the PM Early Career Research Grant for a three-year project titled: “Secure EV-Rich Distribution Grid Operations via Prior-data Fitted Networks.” If you’re interested in joining the project as a Doctoral Researcher, feel free to email me!
Jan 10, 2025 Visit and Talk: Attended 2025 Grid Science Winter School at Santa Fe and Delivered Talk on Runtime Complexity of Quantum Power Flow and Comparisons with Classical Power Flow Slides
Dec 02, 2024 Talk: Delivered an online talk for Los Alamos National Laboratory’s AI for Science Team on ‘Learning From Less: Optimization Proxies under Time-Sample Constrained Settings.’ Slides
Nov 01, 2024 Paper Alert: A new paper “Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation Energy” accepted for publication in Energy. Link
Oct 21, 2024 I have joined the Department of Electrical Engineering at the Indian Institute of Technology Roorkee as an Assistant Professor. If you are interested in working with me please look at Join Us!
Oct 12, 2024 Paper Alert: A brief paper accepted for poster at NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty Link
Oct 03, 2024 New Pre-print Alert: OPF Proxies under Low Data and Low Training Time: A Semi-Supervised BNN Approach Link