Notes & ideas
Short notes on physics, topological data analysis, topological machine learning, and the computational tools I use day-to-day. These posts are informal and often technical – more like research notes than polished papers.
A two-part note on how a one-dimensional light curve can be converted into a geometric and topological object, and how this viewpoint helps us characterize periodicity, transients, and structure beyond classical summary statistics.
An overview of what you can expect to find here: notes on physics, topological data analysis, machine learning, and small computational experiments that do not fit into formal papers.
Posts here are mostly for learning and sharing ideas. They may contain incomplete results, toy models, or work-in-progress thoughts. If you spot an error or want to discuss something, feel free to send me an email.