Aditya Ranjan Patra

University at Buffalo, State University of New York

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About

Dr. Aditya Ranjan Patra is a leading researcher at the intersection of machine learning and nuclear fusion science, with a primary focus on developing AI-driven solutions for complex plasma physics challenges. His most impactful contribution to date is the landmark "Advancing Fusion with Machine Learning Research Needs Workshop Report" (2020), which has garnered 46 citations and serves as a foundational roadmap for integrating artificial intelligence into fusion energy research. This seminal work synthesizes the potential of ML/AI methods—from image recognition and classification to system identification and autonomous control—to accelerate progress toward practical fusion energy. Dr. Patra's research addresses critical bottlenecks in fusion science, including real-time plasma control, predictive modeling of instabilities, and data-driven optimization of reactor designs. His work has been instrumental in bridging the gap between computational science and experimental fusion facilities, demonstrating how advanced algorithms can enhance both understanding and operational efficiency. By championing interdisciplinary collaboration, Dr. Patra continues to shape the future of clean energy research, inspiring a new generation of scientists to apply machine learning to one of humanity's most ambitious energy challenges.