scientific-python

Python library for simulating heat transfer processes

Unofficial Python tools for querying NIST Chemistry WebBook pages and extracting molecular-property records.

EchoTime: explainable structural similarity for time series and time-series datasets, with shareable HTML reports and agent-ready JSON.

Unofficial Python client for ILThermo 2.0 with SMILES-enriched ionic-liquid data for cheminformatics, thermodynamics, and ML workflows.

A tiny, typed, sequential pipeline engine for Python

Open source project funding visibility and governance platform for NumFOCUS.

Coupled Atmosphere-Wildfire Model Implementation

Open research-code package for exploring CNRS: complex-base representation, CNRS-float, branch-aware complex-state workflows, and CNRS-H scale-law calculus. Part of a broader research programme on scale, representation, and complex-state preservation.

LDSFL-Meander is a Python reduced morphodynamic model for meandering rivers, with CLI and GUI workflows, dimensional/dimensionless inputs, geometry preprocessing, and reproducible planform simulations.

Coupled thermohygro-electrochemical CUI simulator with DFOS-informed inverse problem (Integrity Code Series, Week 9). Three-PDE physics, Strang splitting, 154 tests, full CI/CD.

A unified Python workflow for POD, MPOD, DMD, SPOD, PSD-POD, BSMD, and ST-POD on spatiotemporal data

Convert optical simulation requests into validated, solver-ready spec JSON.

My solutions to the python projects for the freeCodeCamp Scientific Computing with Python Certification.

Open-source environmental intelligence and AI research for extreme heat, PM2.5, air quality, wildfire smoke, urban climate, forecasting, uncertainty, and resilient homes.

A lightweight GUI tool for visualizing Raman/SSI spectral maps and inspecting pixel-wise spectra.

This repository connects AniSOAP descriptors to ASE energy models through an explicit calculator interface, with optional finite-difference forces. It was developed during Fall 2025 OSPO internship with the Cersonsky Lab at UW–Madison.

Validation framework for physical realism, Raman consistency, and artifact detection in CARS/BCARS spectra.

Projects and study notes related to bio and brain engineering.

Validate the semantic correctness, metadata completeness, provenance and AI readiness of Cell Painting datasets represented in AnnData.

Computational study of hydrogen atom energy levels comparing classical eigensolver methods with variational quantum eigensolver (VQE) implementations.