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08/18/2023
HyperLoRA for PDEs
Physics-informed neural networks (PINNs) have been widely used to develo...
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03/13/2023
Symbolic Regression for PDEs using Pruned Differentiable Programs
Physics-informed Neural Networks (PINNs) have been widely used to obtain...
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12/20/2022
Real-time Health Monitoring of Heat Exchangers using Hypernetworks and PINNs
We demonstrate a Physics-informed Neural Network (PINN) based model for ...
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05/04/2022
Semi-Supervised Cascaded Clustering for Classification of Noisy Label Data
The performance of supervised classification techniques often deteriorat...
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09/30/2021
Multi Scale Graph Wavenet for Wind Speed Forecasting
Geometric deep learning has gained tremendous attention in both academia...
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09/15/2021
Universal Adversarial Attack on Deep Learning Based Prognostics
Deep learning-based time series models are being extensively utilized in...
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01/13/2021