Dynamic simulation of buildings with differentiable data-driven models and integration with semantic models.
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Updated
Oct 7, 2026 - Python
Dynamic simulation of buildings with differentiable data-driven models and integration with semantic models.
Building physics python library
A Julia module for aggregating building stock data into desired synthetic average archetype building lumped-capacitance thermal models.
Google Open-Source Project: Stochastic building simulator and real-world dataset for training and benchmarking reinforcement learning agents in energy-efficient smart control environments. Built with Gym, TensorFlow Agents, and 6+ years of real building data.
An open-source, physics-based HVAC engine for automated network balancing and energy auditing. Features a high-performance non-linear nodal solver, FastAPI backend, and is ready-to-test via a live production endpoint.
CONTAM Chinese community for building airflow and indoor air quality simulation. CONTAM建筑环境模拟中文社区。
Enhanced imageless annual daylight-glare calculation for complex fenestration systems
Map-first explorer for city-scale future weather files - 1,013 Madrid sites x 3 climate eras, EPW downloads with full methodology provenance (EURO-CORDEX + UWG).
Windows-first, offline-first CONTAM teaching and research workbench with safe AI-assisted simulation workflows
Jupyter Notebook Docker Container for development with JModelica
Python framework for lifecycle energy, comfort, economic, and emissions analysis of building retrofit scenarios.
Archicad Graphisoft is an advanced architectural design software for modeling, BIM, and 3D rendering, empowering architects and designers. 🏢📐
Human-centric lighting as an MCP server: spectral skies from EPW, CIE S 026 alpha-opic metrics, circadian compliance, and Radiance daylight simulation.
🎓 600-700h curriculum: Building Performance Simulation with Machine Learning, GenAI, and Production Deployment (12 months, 132+ exercises)
A curated evidence atlas of 15 Building Simulation papers on AI-based energy prediction, control, design and uncertainty.
住宅の時間別冷房負荷モデル / Repaired Colab-based educational heat-balance model
Archicad Graphisoft is an advanced architectural design software for modeling, BIM, and 3D rendering, empowering architects and designers. 🏢📐
Software-in-the-loop testbed for eTRV (electronic radiator thermostat) control: a field-calibrated Modelica/FMU multi-tenant hydronic heating plant with realistic sensor/actuator imperfections, adaptive + distributed firmware strategies and a Gymnasium interface - validated against BOPTEST, TABULA and VDI 6007
Ce dépôt met à disposition des années météorologiques types (TMY) pour La Réunion, générées à partir de mesures de stations météorologiques et de données issues d’un modèle numérique à 3 km de résolution spatiale.
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