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09/10/2022
A Thermal Machine Learning Solver For Chip Simulation
Thermal analysis provides deeper insights into electronic chips behavior...
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10/07/2021
A composable autoencoder-based iterative algorithm for accelerating numerical simulations
Numerical simulations for engineering applications solve partial differe...
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04/15/2021
Geometry encoding for numerical simulations
We present a notion of geometry encoding suitable for machine learning-b...
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04/06/2021
A Latent space solver for PDE generalization
In this work we propose a hybrid solver to solve partial differential eq...
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12/23/2020
Active Deep Learning on Entity Resolution by Risk Sampling
While the state-of-the-art performance on entity resolution (ER) has bee...
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07/19/2020