utci

Know when rain starts from your own Home Assistant weather station. 170+ derived sensors, ET0 irrigation, fire danger, UTCI heat stress, dashboards, and blueprints.

A neural network-based operational procedure for the Universal Thermal Climate Index.

Python implementation of Universal Thermal Climate Index (UTCI) - accurate outdoor thermal comfort assessment based on meteorological data

openfoam configuration files

Simulazione del microclima urbano per il comfort termico all'aperto

Draw any area in Europe, run a UTCI thermal comfort simulation, identify heat stress hotspots, and test cooling interventions like tree placement or surface material conversion

Live UTCI forecaster — a Gaussian Process model retrained from my diploma thesis, deployed with quantified uncertainty and an honest baseline comparison.

Reference implementation of the ML pipeline from Alinasab et al. (2025), Int J Biometeorol 69:1645-1662 - Bayesian-optimized classifiers (KNN/DT/SVM/RF/XGBoost/CatBoost) predicting UTCI/PET/PMV from street morphology, with SHAP interpretation

A suite of simplified climate analysis and urban comfort tools built on Ladybug Tools, providing an intuitive interface for complex environmental studies.

Reproducible research pilot for heat-adaptive tourism opportunity screening in Madrid using transparent, constraint-first decision support.

Regenerative Microclimate Probe — AT6012 × infrared.city Buildathon 2026: multi-physics (UTCI/wind/solar) probing with API-first vegetation enrichment + 3 cohort-city case studies