December 16, 2024 article Physics-Informed Deep Learning for Lubricated Contacts with Surface Roughness as Parameter Tribologie und Schmierungstechnik DOI: 10.24053/tus-2024-0021 OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 5 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 Accelerating Computation of Sealing Deformation—A Physics-Informed Neural Network Framework for Hyperelastic Deformation 2026 Lecture notes in computational science and engineering conference-paper Physics and Astronomy Model Reduction and Neural Networks 0 citations Advancing deformation calculation: a physics-informed deep graph learning framework for hyperelastic materials 2025 Advanced Modeling and Simulation in Engineering Sciences article Physics and Astronomy Model Reduction and Neural Networks Open access 3 citations Enhancing Predictive Accuracy Under Data Scarcity: Modeling Molecular Interactions to Describe Sealing Material Compatibility with Bio-Hybrid Fuels 2025 Physchem article Materials Science Machine Learning in Materials Science Open access 0 citations Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach 2025 Advanced Modeling and Simulation in Engineering Sciences article Engineering Tribology and Lubrication Engineering Open access 8 citations Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling 2024 Lubricants article Engineering Tribology and Lubrication Engineering Open access 16 citations 5 results References 0