Pranav Singh
Dr Pranav Singh
Department of Mathematical Sciences
University of Bath
Bath, BA2 7AY, United Kingdom
+44 (0) 1225 385494
I work at the intersection of scientific computing, numerical linear algebra, and machine learning.
I am an Associate Professor (Senior Lecturer) of Mathematics at the University of Bath.
My background spans Theoretical Computer Science, Scientific Computing, and Applied Mathematics, combining mathematical foundations with practical systems and algorithm design.
Current Interests:
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Novel neural architectures
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Scientific machine learning
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Scientific computing
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Quantum numerical algorithms
Techniques:
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Numerical Linear Algebra
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Neural ODEs
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Functions of Matrices
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Rational Approximations
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Krylov Subspace Methods
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Numerical Optimization
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Differential Geometry (including Lie algebra)
Earlier Works:
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Geometric Numerical Integrators
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Formal Verification & Axiomatisations
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Proofs & Type Theory
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Programming Language & Compiler Design
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Geometric Computer Vision.
Academic Career
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2016 - 2019
Junior Research Fellow in Mathematics
2000 - 2005
BTech & MTech in Computer Science
