EXC IntCDC Associated Project 47 'Optimisation and Machine Learning for Climate-Friendly Design'

AP47: Multi-objective optimisation and machine learning for climate-friendly building design

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61 to 70 of 137 Results

Case08.json Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method JSON - 3.8 MB - MD5: d6ff065f4cc8615cd1df121f258def8f Raw simulation input data (geometry, construction, climate) for design space scenario 08.
Case09.json Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method JSON - 3.8 MB - MD5: e0f673646d0be17f6a707c7e6d808b25 Raw simulation input data (geometry, construction, climate) for design space scenario 09.
Case10.json Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method JSON - 4.3 MB - MD5: 22b879bed0a2d1e557bb6b447065f7d7 Raw simulation input data (geometry, construction, climate) for design space scenario 10.
catalog.py Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Python Source Code - 13.6 KB - MD5: 054939eba0653d063d33486a9f57f85e Maintains a registry/catalog of available feature representations and their configurations.
compute.py Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Python Source Code - 3.4 KB - MD5: 2579648b102bbde1f1aeb27eb974e0a8 Orchestrates the computation of feature vectors for a given dataset and representation type.
config.py Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Python Source Code - 693 B - MD5: 01f7f26d72818a87c47522af2b805f50 Central configuration file defining datasets, representations, objectives, and file paths used by the pipeline.
construction.py Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Python Source Code - 1.5 KB - MD5: 153d581913901949ec61912b5f4366ed Defines the schema for construction assembly (material/layer) data.
environment.yml Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Unknown - 3.6 KB - MD5: 89a1c9cd0c0965e267ed56db9a186a88 Conda environment specification listing all Python dependencies required to run the pipeline.
loader.py Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Python Source Code - 745 B - MD5: 37007ef3fabad906a4d421787af48b60 Loads and parses raw JSON input files into structured data objects.
main.py Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method Python Source Code - 1.1 KB - MD5: 29e4eda24f21801e855c5c10d697a3c5 Entry point script that runs the full preprocessing pipeline end-to-end.

Case08.json

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

JSON - 3.8 MB -

Raw simulation input data (geometry, construction, climate) for design space scenario 08.

Case09.json

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

JSON - 3.8 MB -

Raw simulation input data (geometry, construction, climate) for design space scenario 09.

Case10.json

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

JSON - 4.3 MB -

Raw simulation input data (geometry, construction, climate) for design space scenario 10.

catalog.py

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Python Source Code - 13.6 KB -

Maintains a registry/catalog of available feature representations and their configurations.

compute.py

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Python Source Code - 3.4 KB -

Orchestrates the computation of feature vectors for a given dataset and representation type.

config.py

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Python Source Code - 693 B -

Central configuration file defining datasets, representations, objectives, and file paths used by the pipeline.

construction.py

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Python Source Code - 1.5 KB -

Defines the schema for construction assembly (material/layer) data.

environment.yml

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Unknown - 3.6 KB -

Conda environment specification listing all Python dependencies required to run the pipeline.

loader.py

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Python Source Code - 745 B -

Loads and parses raw JSON input files into structured data objects.

main.py

Jul 21, 2026 - Code for: Towards Flexible Building Energy Surrogate Models: A Novel Feature Representation Method

Python Source Code - 1.1 KB -

Entry point script that runs the full preprocessing pipeline end-to-end.

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