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1. process-digital-twin process-digital-twin Public

   Gaussian process digital twin with conformal-prediction uncertainty quantification

   Python

2. green-h2-siting green-h2-siting Public

   Geospatial MCDA pipeline (WSM/TOPSIS/VIKOR) for siting green hydrogen plants

   Python

3. co2-capture-ml co2-capture-ml Public

   Physics-grounded ML surrogate for MEA-based CO2 capture, optimizing for minimum energy penalty

   Python

4. lignin-ftir-chemometrics lignin-ftir-chemometrics Public

   End-to-end chemometrics pipeline predicting lignin purity and S/G ratios from FTIR spectra. Features baseline preprocessing, PLS regression, 1D-CNNs, and physics-based interpretability mapping.

   Python

5. pil-active-learning-screening pil-active-learning-screening Public

   What it does: a pool-based active-learning loop that picks which PIL to synthesize and test next, so you reach the best delignifying solvents in a fraction of the wet-lab experiments a random or gr…

   Python