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06/07/2022
Deep Convolutional Ritz Method: Parametric PDE surrogates without labeled data
Parametric surrogate models for partial differential equations (PDEs) ar...
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02/11/2022
Reduced order modeling for flow and transport problems with Barlow Twins self-supervised learning
We propose a unified data-driven reduced order model (ROM) that bridges ...
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04/25/2021
Neurodynamical Role of STDP in Storage and Retrieval of Associative Information
Spike-timing-dependent plasticity (STDP) is a biological process in whic...
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04/10/2021
Applications of physics-informed scientific machine learning in subsurface science: A survey
Geosystems are geological formations altered by humans activities such a...
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11/13/2020