Scholar

Souma Chowdhury

Google Scholar ID: 9UojRnIAAAAJ

Associate Professor, Mechanical and Aerospace Engineering, University at Buffalo

design optimizationphysics-infused machine learningautonomous systemsswarm robotic systemsunmanned aerial vehicles

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Citations & Impact

All-time

Citations

2,117

H-index

i10-index

Publications

Co-authors

list available

Contact

No contact links provided.

Publications

9 items

Topology-Aware Reinforcement Learning over Graphs for Resilient Power Distribution Networks

2026

Cited

Learning When to Jump for Off-road Navigation

2026

Cited

CLEAR: A Semantic-Geometric Terrain Abstraction for Large-Scale Unstructured Environments

2026

Cited

Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning

2025

Cited

Learning-aided Bigraph Matching Approach to Multi-Crew Restoration of Damaged Power Networks Coupled with Road Transportation Networks

2025

Cited

Learning Approach to Efficient Vision-based Active Tracking of a Flying Target by an Unmanned Aerial Vehicle

2025

Cited

Exploring Efficient Quantification of Modeling Uncertainties with Differentiable Physics-Informed Machine Learning Architectures

2025

Cited

Experimental Setup and Software Pipeline to Evaluate Optimization based Autonomous Multi-Robot Search Algorithms

2025

Cited

Resume (English only)

Academic Achievements

Elected 2024 AIAA Associate Fellow
Recipient of the 2023 SEAS Senior Researcher of the Year Award
Mentored Dr. Steve Paul to win the 2024 ASME CIE Best Ph.D. Dissertation Award
Co-authored paper with Steve Paul and Jhoel Witter that received Best Paper Award in AI and Agents track at ACM SAC 2024
Published seminal work in Nature Communications on graph reinforcement learning for real-time power outage management, featured in Editors’ Highlights and covered by major science outlets

Co-authors

13 total

Jie Zhang

Professor, University of Texas at Dallas