Selected Publications
Assessing fairness of residential dynamic pricing for electricity using active learning with agent-based simulation
Swapna Thorve, Henning Mortveit, Anil Vullikanti, Madhav Marathe, and Samarth Swarup
International Conference on Autonomous Agents and Multiagent Systems (AAMAS) 2024
A Network Synthesis and Analytics Pipeline with Applications to Sustainable Energy in Smart Grid
Swapna Thorve, Aparna Kishore, S.S. Ravi, Dustin Machi, and Madhav Marathe
19th IEEE International Conference on e-Science 2023 | Best Paper Candidate | pdf
Budget-constrained Optimal and Equitable Retrofitting Problems for Achieving Energy Efficiency
Aparna Kishore, Swapna Thorve, and Madhav Marathe
High-resolution Synthetic Residential Energy Use Profiles for the United States
Swapna Thorve, Hannah Baek, Samarth Swarup, Henning Mortveit, Achla Marathe, Anil Vullikanti,
and Madhav Marathe
Nature Scientific Data 2023 | doi | digital-twin-doi
OptICS-EV: A Data-Driven Model for Optimal Installation of Charging Stations for EV
Kazi Ashik Islam, Rounak Meyur, Aparna Kishore, Swapna Thorve, and Da Qi Chen
International Conference on Computational Science ICCS 2023 | pdf | doi
Fidelity and diversity metrics for validating hierarchical synthetic data: Application to residential
energy demand
Swapna Thorve, Anil Vullikanti, Henning Mortveit, Samarth Swarup, and Madhav Marathe
IEEE Big Data Conference 2022 | doi
An Active Learning Method for the Comparison of Agent-based Models
Swapna Thorve, Zhihao Hu, Kiran Lakkaraju, Joshua Letchford, Anil Vullikanti, Achla Marathe, and
Samarth Swarup
Journal of Autonomous Agent Multi-Agent Systems (JAAMAS) 2022 | Invited paper | doi