Anirbit Mukherjee
Lecturer (Assistant Professor)
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About
Dr. Anirbit Mukherjee is a Lecturer (Assistant Professor) at The University of Manchester, UK. His research areas include the convergence of stochastic gradient descent in neural networks, the application of physics-informed neural networks to solve non-linear partial differential equations, and the security of depth-2 neural networks against data-poisoning attacks. He has also contributed to the understanding of training methods for ReLU gates using iterative non-gradient algorithms.
Positions (1)
Uli Sattler
The University of Manchester
The University of Manchester is offering an exciting PhD opportunity at the intersection of automated theorem proving, large language models (LLMs), and pure mathematics. The project is supervised by Prof. Uli Sattler, Dr. Dominik Winterer, and Lecturer Anirbit Mukherjee, all based in the Department of Computer Science. The research aims to advance the use of LLMs in mathematical theorem proving, leveraging tools like Lean to explore which areas of mathematics are most amenable to automation. The supervisors are seeking students with strong backgrounds in pure mathematics and/or experience with LLMs, who are passionate about AI for science and mathematical conjectures. Scholarships are available for successful applicants, though specific funding details are not disclosed. Interested candidates should consult the project details on FindAPhD.com and prepare to demonstrate their relevant expertise. This is a unique opportunity to contribute to cutting-edge research in AI and mathematics at a leading UK institution.
Articles (4)
Year:
2025
Year:
2024
Year:
2023
Year:
2022
Collaborators (1)
Theodore Papamarkou
The University of Manchester
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