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Multi-Fidelity Physics-Constrained Neural Network and Its Application in Materials Modeling

Journal of mechanical design (1990), 2019-12, Vol.141 (12)

2019

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A Dual-Dimer method for training physics-constrained neural networks with minimax architecture

Neural networks, 2021-04, Vol.136, p.112-125

2021

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The serum uric acid is longitudinally related to patients global assessment of disease activity in male patients with axial spondyloarthritis

BMC musculoskeletal disorders, 2022-07, Vol.23 (1), p.1-717, Article 717

2022

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Predictors of long-term prognosis in rheumatoid arthritis-related interstitial lung disease

Scientific reports, 2022-06, Vol.12 (1), p.9469-9469, Article 9469

2022

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Use of Computed Tomography-Guided Percutaneous Biopsy of Invasive Non-Mucinous Lung Adenocarcinoma to Predict the Degree of Histological Differentiation

Clinical Medicine Insights. Oncology, 2022, Vol.16, p.11795549221102752-11795549221102752

2022

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Tribological Properties and Seasonal Freezing Damage Evolution of Rotating Spherical Hinge Self-Lubricating Coating

Applied sciences, 2022-08, Vol.12 (16), p.8329

2022

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Biomarkers of interstitial lung disease associated with primary Sjögren's syndrome

European journal of medical research, 2022-10, Vol.27 (1), p.1-199, Article 199

2022

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Comparison of two methods for CT-guided pulmonary nodule location before thoracoscopic surgery

Wideochirurgia i inne techniki mało inwazyjne, 2023-12, Vol.18 (4), p.680-689

2023

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Serum MUC5AC protein levels are correlated with the development and severity of connective tissue disease-associated pulmonary interstitial lesions

Frontiers in immunology, 2022-09, Vol.13, p.987723-987723

2022

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Mesoscale multi-physics simulation of rapid solidification of Ti-6Al-4V alloy

Additive manufacturing, 2019-01, Vol.25, p.551-562

2019

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Multiphysics Simulation of Nucleation and Grain Growth in Selective Laser Melting of Alloys

Journal of computing and information science in engineering, 2020-10, Vol.20 (5)

2020

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Physics-constrained neural networks with minimax architecture for multiphysics dendritic growth problems in additive manufacturing

Manufacturing letters, 2023-08, Vol.35, p.1060-1071

2023

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Metal Additive Manufacturing Process Design based on Physics Constrained Neural Networks and Multi-Objective Bayesian Optimization

Manufacturing letters, 2022-09, Vol.33, p.817-827

2022

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Multifidelity Physics-Constrained Neural Networks With Minimax Architecture

Journal of computing and information science in engineering, 2023-06, Vol.23 (3)

2023

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Simultaneous optimization of stiffness, permeability, and surface area in metallic bone scaffolds

International journal of engineering science, 2023-12, Vol.193, p.103961, Article 103961

2023

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Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction

Journal of computing and information science in engineering, 2023-02, Vol.23 (1)

2023

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Multi-physics simulation of dendritic growth in magnetic field assisted solidification

International journal of heat and mass transfer, 2019-12, Vol.144, p.118673, Article 118673

2019

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A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution

Journal of computing and information science in engineering, 2022-12, Vol.22 (6)

2022

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Research on wear detection mechanism of cylinder liner-piston ring based on energy dissipation and AE

Wear, 2022-11, Vol.508-509, p.204472, Article 204472

2022

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Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems

Journal of computing and information science in engineering, 2024-10, p.1-5

2024

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Quantifying uncertainty in the process-structure relationship for Al-Cu solidification

Modelling and simulation in materials science and engineering, 2019-06, Vol.27 (6), p.64005

2019

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Solidification and grain formation in alloys: a 2D application of the grand-potential-based phase-field approach

Modelling and simulation in materials science and engineering, 2022-03, Vol.30 (2), p.25013

2022

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An in-situ infrared temperature-measurement method with back focusing on surface for creep-feed grinding

Measurement : journal of the International Measurement Confederation, 2016-12, Vol.94, p.645-652

2016

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Ecology Thinking Based on Old City Renovation

Applied Mechanics and Materials, 2013-02, Vol.295-298, p.2535-2538

2013

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Molecular dynamics simulation on formation mechanism of grain boundary steps in micro-cutting of polycrystalline copper

Computational materials science, 2017-01, Vol.126, p.418-425

2017

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Multi-Fidelity Physics-Constrained Neural Network and Its Application in Materials Modeling

A Dual-Dimer method for training physics-constrained neural networks with minimax architecture

The serum uric acid is longitudinally related to patients global assessment of disease activity in male patients with axial spondyloarthritis

Predictors of long-term prognosis in rheumatoid arthritis-related interstitial lung disease

Use of Computed Tomography-Guided Percutaneous Biopsy of Invasive Non-Mucinous Lung Adenocarcinoma to Predict the Degree of Histological Differentiation

Tribological Properties and Seasonal Freezing Damage Evolution of Rotating Spherical Hinge Self-Lubricating Coating

Biomarkers of interstitial lung disease associated with primary Sjögren's syndrome

Comparison of two methods for CT-guided pulmonary nodule location before thoracoscopic surgery

Serum MUC5AC protein levels are correlated with the development and severity of connective tissue disease-associated pulmonary interstitial lesions

Mesoscale multi-physics simulation of rapid solidification of Ti-6Al-4V alloy

Multiphysics Simulation of Nucleation and Grain Growth in Selective Laser Melting of Alloys

Physics-constrained neural networks with minimax architecture for multiphysics dendritic growth problems in additive manufacturing

Metal Additive Manufacturing Process Design based on Physics Constrained Neural Networks and Multi-Objective Bayesian Optimization

Multifidelity Physics-Constrained Neural Networks With Minimax Architecture

Simultaneous optimization of stiffness, permeability, and surface area in metallic bone scaffolds

Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction

Multi-physics simulation of dendritic growth in magnetic field assisted solidification

A Stochastic Reduced-Order Model for Statistical Microstructure Descriptors Evolution

Research on wear detection mechanism of cylinder liner-piston ring based on energy dissipation and AE

Special Issue: Scientific Machine Learning for Manufacturing Processes and Material Systems

Quantifying uncertainty in the process-structure relationship for Al-Cu solidification

Solidification and grain formation in alloys: a 2D application of the grand-potential-based phase-field approach

An in-situ infrared temperature-measurement method with back focusing on surface for creep-feed grinding

Ecology Thinking Based on Old City Renovation

Molecular dynamics simulation on formation mechanism of grain boundary steps in micro-cutting of polycrystalline copper

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