Thandi Madula
@thandimadula.bsky.social
PhD student in machine learning and high energy physics at UCL
Working on the ATLAS experiment @CERN
Working on the ATLAS experiment @CERN
Our new paper looking at soft symmetry constraints for the Lorentz group with applications to high energy physics. Give it a read and let me know what you think :D
arxiv.org/abs/2511.01982
arxiv.org/abs/2511.01982
SEAL - A Symmetry EncourAging Loss for High Energy Physics
Physical symmetries provide a strong inductive bias for constructing functions to analyze data. In particular, this bias may improve robustness, data efficiency, and interpretability of machine learni...
arxiv.org
November 12, 2025 at 9:49 AM
Our new paper looking at soft symmetry constraints for the Lorentz group with applications to high energy physics. Give it a read and let me know what you think :D
arxiv.org/abs/2511.01982
arxiv.org/abs/2511.01982
Friends working on ML for science, what avenues of research are you finding the most exciting these days?
July 24, 2025 at 4:27 PM
Friends working on ML for science, what avenues of research are you finding the most exciting these days?
Watching the training loss curves on my models is my version of "a watched pot never boils"
April 14, 2025 at 8:46 PM
Watching the training loss curves on my models is my version of "a watched pot never boils"
Me finishing up a project and getting nice results: 😎
Me realising I now have to write this all up for the paper: 😭
Me realising I now have to write this all up for the paper: 😭
March 21, 2025 at 10:45 AM
Me finishing up a project and getting nice results: 😎
Me realising I now have to write this all up for the paper: 😭
Me realising I now have to write this all up for the paper: 😭