parameter-space

python experiment management toolset

My DATAML300 - Computer vision solutions.

Python pipeline for comparing EMRI surrogate and EOBNRv2HM gravitational wave models across extreme mass ratios. Quantifies waveform mismatch, merger-region error, and computation time. Includes diagnostics that identified a float32 precision bug in the EMRI surrogate model. Built for HPC.

Draws Arnold tongues and other parameter space features for the standard map, the double standard map and the piecewise affine standard map

Curvature-normalised rank-r parameter-space steering of language models, with no dictionary. 5-8x the raw behaviour gradient at matched capability cost on Gemma 4 12B.