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08/25/2023
A Human-Machine Joint Learning Framework to Boost Endogenous BCI Training
Brain-computer interfaces (BCIs) provide a direct pathway from the brain...
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08/16/2023
An Expert's Guide to Training Physics-informed Neural Networks
Physics-informed neural networks (PINNs) have been popularized as a deep...
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10/03/2022
Random Weight Factorization Improves the Training of Continuous Neural Representations
Continuous neural representations have recently emerged as a powerful an...
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10/04/2021
Improved architectures and training algorithms for deep operator networks
Operator learning techniques have recently emerged as a powerful tool fo...
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03/19/2021
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets
Deep operator networks (DeepONets) are receiving increased attention tha...
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12/18/2020