Ayan Mukhopadhyay
Scholar

Ayan Mukhopadhyay

Google Scholar ID: 1lNZTdMAAAAJ
Senior Research Scientist, Vanderbilt University
Artificial IntelligenceDecision Making under UncertaintyRobust Machine LearningDeep Learning
Citations & Impact
All-time
Citations
626
 
H-index
13
 
i10-index
21
 
Publications
20
 
Co-authors
29
list available
Publications
3 items
Online Decision-Making Under Uncertainty for Vehicle-to-Building Systems
International Conference on Cyber-Physical Systems · 2025
Cited
2
Grid-Aware Charging and Operational Optimization for Mixed-Fleet Public Transit
2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC) · 2024
Cited
1
Resume (English only)
Academic Achievements
  • Two papers accepted at NeurIPS 2025
  • Paper on annealed importance sampling for decision-making in partially observable environments accepted at ICAPS 2025
  • AAMAS '25 paper nominated for best paper award; ICLR '25 paper selected as spotlight
  • Awarded two NSF grants in 2024: $700K CIVIC Innovation Challenge Phase 2 for detecting illegal road closures, and $1.25M Smart & Connected Communities grant for emergency response algorithms
  • Received VU-ISIS Outstanding System Award and Outstanding Paper Award in 2024 for AI-based paratransit optimization and probabilistic search for fixed-line services
  • EAAMO 2023 paper 'Designing Equitable Transit Networks' won the INFORMS DEI Student Paper Award
  • Co-developed NS-Gym, a software framework for non-stationary Gym-based simulations, and presented a tutorial on non-stationary MDPs