A New Interoperability Framework for Data-Driven Building Performance Simulation
ARINet (2020)
Using 3D convolutional neural networks to estimate annual radiation intensities on building facades
CoolVox (2021)
Advanced 3D convolutional neural network models for predicting solar radiation on building façades.
AIRVox (2022)
Computationally efficient CFD prediction using 3D convolutional neural networks for the building design
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"GPU enables us to train ANNs models efficiently and calculation time of ANNs is very fast."
– Jung Min Han (2022)
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“Once ANNs model is trained, it can be integrated in any types of software.”
– Ellie Han (2022)