PhD student in computational mechanics and machine learning at City, St George's, University of London and Queen Mary University of London. Working on matrix-free differentiable fracture mechanics, impact simulation, and inverse analysis in PyTorch. Current focus: turning solver research into public, reproducible tools and papers.
- allamaprabhuani.github.io — portfolio, tutorials, and research notes.
- thesis — thesis writing and planning repo.
- bjsfm — bolted-joint stress-field tooling for anisotropic composite plates.
- geometric-transformations — MATLAB Live Script for 2D / 3D affine transformations.
- Matrix-free differentiable PyTorch solver work for phase-field fracture and impact-damage simulation.
- 2026 arXiv preprint: a matrix-free, differentiable PyTorch solver for phase-field fracture.
- 2026 Engineering Fracture Mechanics review on machine learning for fracture mechanics.
- Aerospace hand-calculation automation in Excel-VBA based on E.F. Bruhn, Michael Niu, Boeing Design Manuals, and ESDU.
Mechanical engineer (MTech, National Institute of Technology Silchar). Prior work in airframe structural hand-calculation automation and engineering software tooling.