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1. opennumlab opennumlab Public

   OpenNumLab: an open-source scientific computing environment with a Rust desktop and CLI.

   Rust 2

2. battery-electrode-research-twin battery-electrode-research-twin Public

   Open-source research twin for chemistry-extensible electrode architectures, public literature provenance, transport checks, PyBaMM modeling, and evidence-aware validation.

   Jupyter Notebook

3. dental-enamel-regeneration-research-twin dental-enamel-regeneration-research-twin Public

   Open-source research twin for dental enamel regeneration with PHREEQC geochemistry, reactive transport, uncertainty analysis, and experiment design.

   Jupyter Notebook

4. vicena-labs/building-energy-hvac-digital-twin vicena-labs/building-energy-hvac-digital-twin Public

   Open-source building energy and HVAC digital twin with thermal simulation, calibration, validation, uncertainty, sensitivity, and comfort-aware optimization.

   Jupyter Notebook 1 1

5. vicena-labs/wind-turbine-digital-twin vicena-labs/wind-turbine-digital-twin Public

   Open-source wind turbine digital twin for SCADA, power curves, calibration, condition monitoring, uncertainty, and held-out validation.

   Jupyter Notebook 2