September 17, 2019 article Open access Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2019.112623 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 665 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access A physics-informed deep learning framework for modeling of coronary in-stent restenosis 2024 Biomechanics and Modeling in Mechanobiology article Medicine Coronary Interventions and Diagnostics 6 citations Patient Privacy Protecting Physics Informed Neural Network for Cardiovascular Monitoring 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Physics and Astronomy Model Reduction and Neural Networks 0 citations Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models 2022 Frontiers in Materials article Physics and Astronomy Model Reduction and Neural Networks Open access 41 citations Workflow concepts to model nonlinear mechanics with computational intelligence 2021 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access 5 citations Blood Flow Quantification in Peripheral Arterial Disease: Emerging Diagnostic Techniques in Vascular Surgery 2021 Surgical Technology Online article Medicine Peripheral Artery Disease Management 3 citations An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new Time-distributed Residual U-Net architecture 2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks 71 citations 6 results References 0