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Jianxin Xie

Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising

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Sep 08, 2024
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The Effect of Different Optimization Strategies to Physics-Constrained Deep Learning for Soil Moisture Estimation

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Mar 13, 2024
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Physics-constrained Active Learning for Soil Moisture Estimation and Optimal Sensor Placement

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Mar 12, 2024
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Automated Identication of Atrial Fibrillation from Single-lead ECGs Using Multi-branching ResNet

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Jun 26, 2023
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Physics-constrained Deep Learning for Robust Inverse ECG Modeling

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Jul 26, 2021
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