Production code the Fast Implementation of the Gaussian Puff Forward Atmospheric Model
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Updated
Dec 1, 2025 - Python
Production code the Fast Implementation of the Gaussian Puff Forward Atmospheric Model
Local-first Scope 1-2 carbon accounting for German industrial SMEs. Parses energy invoices and SAP CSV exports, exports the EFRAG VSME Digital Template. No cloud, no API keys.
Large-scale numerical pipeline: piecewise-affine model vectorization (415×, O(n log S)), multiple-testing-controlled feature selection, leakage-safe walk-forward backtesting, gradient boosting & LSTM. Applied to 1.27M aviation emissions records with Safran Aircraft Engines.
Python-based turbofan cycle, performance, off-design and emissions modelling with ICAO reference data comparisons and statistical analysis.
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