Brane Solutions in Supergravity
Published:
My MSci Physics project focused on brane solutions in supergravity, exploring their mathematical structure and physical significance within quantum gravity. 
Posts by Collection
portfolio
Ensembled Weakly-Supervised Segmentation
Published:
An MSc Machine Learning project developing an ensembled model for weakly-supervised image segmentation. 
Neural Network PDE Solver
Published:
A physics-informed neural network project for solving PDEs. 
publications
Physics-informed neural networks for solving saddle-point equations in strong-field physics with tailored fields
Published in Physical Review Research (accepted), 2026
An unsupervised physics-informed neural-network framework for complex-time saddle-point equations in strong-field physics.
Recommended citation: Jiakang Chen, Sufia Hashim, and Carla Figueira de Morisson Faria. (2026). "Physics-informed neural networks for solving saddle-point equations in strong-field physics with tailored fields." Physical Review Research (accepted).
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talks
Physics-informed neural networks for solving saddle-point equations in strong-field physics with tailored fields
Published:
Poster presentation on a physics-informed neural-network framework for solving complex-time saddle-point equations in strong-field physics with tailored laser fields.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.