crystallization

PyStokes: phoresis and Stokesian hydrodynamics in Python. github.com/rajeshrinet/pystokes

A Claude Code plugin whose workshop of expert agents learns as it builds: repeated fixes become permanent rules, loved tweaks become taste it remembers - and every change waits behind a write gate you control.

Open-Source Software for the Multiscale Modeling of Combined Antisolvent and Cooling Crystallization in Turbulent Flow Using OpenFOAM

Code for AssembleFlow, ICLR 2025

Crystallization Process Design by Proximal Policy Optimization

Work on active learning applied to the exploration of crystals

Study of the cropped images in the OpenCrystalData dataset on Kaggle

Using the population balance equation (PBE) to model a crystallization system in MATLAB and Simulink.

Pattern library engine for AI agents — crystallizes verified code patterns for instant rebuilds, 15-second subsequent builds. Rust core + MCP server.

Object detection and direct image feature extraction for crystallization image data. Code setup to process files and image data from Crystalline system.

AMi_Image_Analysis: A software to score crystallization images taken with AMi

Fast automated protocol generation for crystallisation screens

A browser app presenting data from the Georgia Project.

Parsed, normalised and sequence-linked database of crystallisation conditions from the Protein Data Bank

Format for describing applications: four readers (pixels, voice, agent API, document), one artifact, self-describing meta-domain

DINO-SR self-supervised classifier for 4D-STEM diffraction: training, GUI, NL assistant (Ollama), NMF/ACOM/interpretation pipeline.

Stop paying your LLM to make the same decision twice. Crystallize repeated AI decisions into zero-cost rules.

Command-line tools for data processing, smoothing, and visualization in scientific workflows.

Detection software for crystals in flow using machine learning and a GUI in Python.