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.

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.

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

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