November 28, 2017 preprint Open access Physics Informed Deep Learning (Part II): Data-driven Discovery of Nonlinear Partial Differential Equations arXiv (Cornell University) DOI: 10.48550/arxiv.1711.10566 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 7 stored of 319 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 FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams 2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access 2 citations Inverse modeling of process parameters from data to predict the cooling behavior in injection molding 2025 Journal of Manufacturing Processes article Physics and Astronomy Model Reduction and Neural Networks 8 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‐Based Spiking Neural Network as a Surrogate Model for Viscoplastic Material Law in Impulsively Loaded Beams 2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access 4 citations FAST COMPUTATION OF LUBRICATED CONTACTS: A PHYSICS- INFORMED DEEP LEARNING APPROACH 2024 conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access 5 citations Physics-informed neural networks for the Reynolds equation with cavitation modeling 2022 Tribology International article Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent 59 citations Theory-training deep neural networks for an alloy solidification benchmark problem 2020 Computational Materials Science article Physics and Astronomy Model Reduction and Neural Networks 39 citations 7 results References 0