Home | Pranav Singh

Pranav Singh

I am a Senior Lecturer (Associate Professor) in Mathematics at the University of Bath.

My original background was in Computer Science, where I spent 10 years (including experience in the industry), before moving to the world of Mathematics. My research interests have broadly evolved at the intersection of these two fields.

My current interests lie at the intersection of Computational Methods, Numerical Analysis and Quantum Mechanics.

ps2106@bath.ac.uk

Dr Pranav Singh
Department of Mathematical Sciences
University of Bath
Bath, BA2 7AY, United Kingdom

4 West 5.17

+44 (0) 1225 385494

Numerical Analysis Group

@denoising

@brownadder

Research Interests

Current Interests:

Machine Learning for Scientific Computing, Quantum Computing, Differentiable Numerical Algorithms, Optimal Control and Design for Quantum Technologies.

Techniques:

Neural ODEs, Lie Group Methods, Geometric Numerical Integration, Krylov Subspace Methods, Numerical Optimization, Density Functional Theory.

Applications:

Quantum Computing, Nuclear Magnetic Resonance (NMR/MRI), Laser-Matter Interaction, Fibre Optics, Photovoltaic Cells, Drug Design.

Previous interests:

Proof Systems and Formal Verification, Programming Language Design, Geometric Computer Vision.

Packages

magpy (pip install magpy) for quantum spins

expsolve (pip install expsolve) for differential equations