Research Work

Publications

• Data-driven probabilistic energy consumption estimation for battery electric vehicles with model uncertainty

Ayan Maity, Sudeshna Sarkar - International Journal of Green Energy, 2023

• Electric Vehicle Routing with Stochastic Customers using Deep Reinforcement Learning with Graph Convolutional Networks

Ayan Maity, Sudeshna Sarkar - Journal of Intelligent Transportation Systems, 2025

• Vehicle Routing with Finite Time Horizon using Deep Reinforcement Learning with Improved Network Embedding

Ayan Maity, Sudeshna Sarkar - Accepted to AAAI 2026 Workshop on AI for Urban Planning

• [Under Review] Electric Vehicle Fleet Routing using Deep Reinforcement Learning with Graph Convolutional Networks and Attention

Ayan Maity, Sudeshna Sarkar - IEEE Transactions on Intelligent Transportation Systems, 2024