Self-supervised models for encoding protein localization patterns from microscopy images

Hierarchical Python API for virtual battery cell design — cylindrical, prismatic, pouch, and solid-state form factors with built-in mass, cost, and electrochemical analysis.

Reference SQLite database and CLI migration tool for the STEER OpenCell ecosystem (materials, cells, teardowns) — local source of truth synced to AWS.

Foundational Python utilities for the OpenCell platform: shared mixins (serialization, validation, plotting), decorators, and a REST client for the OpenCell data API, with seamless switching between local SQLite and the production backend.

Base material definitions (metals, solvents, etc.) with units, cost, and validation — shared building blocks for the STEER simulation framework.