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PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain

Journal of computational physics, 2021-03, Vol.428, p.110079, Article 110079

2021

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Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

Computer methods in applied mechanics and engineering, 2020-04, Vol.361, p.112732, Article 112732

2020

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Physics-constrained bayesian neural network for fluid flow reconstruction with sparse and noisy data

Theoretical and applied mechanics letters, 2020-03, Vol.10 (3), p.161-169

2020

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A circular RNA protects the heart from pathological hypertrophy and heart failure by targeting miR-223

European heart journal, 2016-09, Vol.37 (33), p.2602-2611

2016

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Piwi-interacting RNAs (piRNAs) as potential biomarkers and therapeutic targets for cardiovascular diseases

Angiogenesis (London), 2021-02, Vol.24 (1), p.19-34

2021

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A Bi-fidelity ensemble kalman method for PDE-constrained inverse problems in computational mechanics

Computational mechanics, 2021-04, Vol.67 (4), p.1115-1131

2021

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APF lncRNA regulates autophagy and myocardial infarction by targeting miR-188-3p

Nature communications, 2015-04, Vol.6 (1), Article 6779

2015

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Lactate metabolism in human health and disease

Signal transduction and targeted therapy, 2022-09, Vol.7 (1), p.305-305, Article 305

2022

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Machine Learning for Cardiovascular Biomechanics Modeling: Challenges and Beyond

Annals of biomedical engineering, 2022-06, Vol.50 (6), p.615-627

2022

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MicroRNA-103/107 Regulate Programmed Necrosis and Myocardial Ischemia/Reperfusion Injury Through Targeting FADD

Circulation research, 2015-07, Vol.117 (4), p.352-363

2015

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Physics-informed deep learning for solving phonon Boltzmann transport equation with large temperature non-equilibrium

npj computational materials, 2022-02, Vol.8 (1), p.1-10, Article 29

2022

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Baicalein attenuates cardiac hypertrophy in mice via suppressing oxidative stress and activating autophagy in cardiomyocytes

Acta pharmacologica Sinica, 2021-05, Vol.42 (5), p.701-714

2021

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The Role of MicroRNAs in Myocardial Infarction: From Molecular Mechanism to Clinical Application

International journal of molecular sciences, 2017-03, Vol.18 (4), p.745-745

2017

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A semi-analytical solution and AI-based reconstruction algorithms for magnetic particle tracking

PloS one, 2021-07, Vol.16 (7), p.e0254051-e0254051

2021

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MDRL lncRNA regulates the processing of miR-484 primary transcript by targeting miR-361

PLoS genetics, 2014-07, Vol.10 (7), p.e1004467-e1004467

2014

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Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

Computer methods in applied mechanics and engineering, 2022-02, Vol.390, p.114502, Article 114502

2022

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A Priori Assessment of Prediction Confidence for Data-Driven Turbulence Modeling

Flow, turbulence and combustion, 2017-07, Vol.99 (1), p.25-46

2017

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PhyCRNet: Physics-informed convolutional-recurrent network for solving spatiotemporal PDEs

Computer methods in applied mechanics and engineering, 2022-02, Vol.389, p.114399, Article 114399

2022

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Quantification of uncertainties in turbulence modeling: A comparison of physics-based and random matrix theoretic approaches

The International journal of heat and fluid flow, 2016-12, Vol.62, p.577-592

2016

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E2F1-dependent miR-421 regulates mitochondrial fragmentation and myocardial infarction by targeting Pink1

Nature communications, 2015-07, Vol.6 (1), Article 7619

2015

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Differentiable hybrid neural modeling for fluid-structure interaction

Journal of computational physics, 2024-01, Vol.496, p.112584, Article 112584

2024

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Noncoding RNAs in doxorubicin-induced cardiotoxicity and their potential as biomarkers and therapeutic targets

Acta pharmacologica Sinica, 2021-04, Vol.42 (4), p.499-507

2021

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Physics-integrated neural differentiable (PiNDiff) model for composites manufacturing

Computer methods in applied mechanics and engineering, 2023-03, Vol.406, p.115902, Article 115902

2023

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A bi-fidelity surrogate modeling approach for uncertainty propagation in three-dimensional hemodynamic simulations

Computer methods in applied mechanics and engineering, 2020-07, Vol.366, p.113047, Article 113047

2020

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MicroRNA-608 Promotes Apoptosis in Non-Small Cell Lung Cancer Cells Treated With Doxorubicin Through the Inhibition of TFAP4

Frontiers in genetics, 2019-09, Vol.10, p.809-809

2019

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PhyGeoNet: Physics-informed geometry-adaptive convolutional neural networks for solving parameterized steady-state PDEs on irregular domain

Surrogate modeling for fluid flows based on physics-constrained deep learning without simulation data

Physics-constrained bayesian neural network for fluid flow reconstruction with sparse and noisy data

A circular RNA protects the heart from pathological hypertrophy and heart failure by targeting miR-223

Piwi-interacting RNAs (piRNAs) as potential biomarkers and therapeutic targets for cardiovascular diseases

A Bi-fidelity ensemble kalman method for PDE-constrained inverse problems in computational mechanics

APF lncRNA regulates autophagy and myocardial infarction by targeting miR-188-3p

Lactate metabolism in human health and disease

Machine Learning for Cardiovascular Biomechanics Modeling: Challenges and Beyond

MicroRNA-103/107 Regulate Programmed Necrosis and Myocardial Ischemia/Reperfusion Injury Through Targeting FADD

Physics-informed deep learning for solving phonon Boltzmann transport equation with large temperature non-equilibrium

Baicalein attenuates cardiac hypertrophy in mice via suppressing oxidative stress and activating autophagy in cardiomyocytes

The Role of MicroRNAs in Myocardial Infarction: From Molecular Mechanism to Clinical Application

A semi-analytical solution and AI-based reconstruction algorithms for magnetic particle tracking

MDRL lncRNA regulates the processing of miR-484 primary transcript by targeting miR-361

Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

A Priori Assessment of Prediction Confidence for Data-Driven Turbulence Modeling

PhyCRNet: Physics-informed convolutional-recurrent network for solving spatiotemporal PDEs

Quantification of uncertainties in turbulence modeling: A comparison of physics-based and random matrix theoretic approaches

E2F1-dependent miR-421 regulates mitochondrial fragmentation and myocardial infarction by targeting Pink1

Differentiable hybrid neural modeling for fluid-structure interaction

Noncoding RNAs in doxorubicin-induced cardiotoxicity and their potential as biomarkers and therapeutic targets

Physics-integrated neural differentiable (PiNDiff) model for composites manufacturing

A bi-fidelity surrogate modeling approach for uncertainty propagation in three-dimensional hemodynamic simulations

MicroRNA-608 Promotes Apoptosis in Non-Small Cell Lung Cancer Cells Treated With Doxorubicin Through the Inhibition of TFAP4

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