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INTEGRATE Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements
The INTEGRATE (Inverse Network Transformations for Efficient Generation of Robust Airfoil and Turbine Enhancements) project is developing a new inverse-design capability for the aerodynamic design of wind turbine rotors using invertible neural networks. This AI-based design techno...
Vijayakumar, G. et al National Renewable Energy Laboratory (NREL)
May 04, 2021
BuildingsBench: A 900K Building Pretraining Dataset and Evaluation Framework for Short-Term Load Forecasting
BuildingsBench is a framework for studying short-term load forecasting with large-scale generalist machine learning models. It consists of two parts. First, we introduce a synthetic pretraining dataset, Buildings-1M. Buildings-1M was created for pretraining models on the task ...
Emami, P. and Graf, P. National Renewable Energy Laboratory (NREL)
May 01, 2023