August 18, 2021 article Open access Bayesian neural networks for uncertainty quantification in data-driven materials modeling Computer Methods in Applied Mechanics and Engineering DOI: 10.1016/j.cma.2021.114079 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 6 stored of 195 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 Discovering uncertainty: Bayesian constitutive artificial neural networks 2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access 37 citations Discovering uncertainty: Bayesian constitutive artificial neural networks 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access 6 citations Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors 2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access 14 citations Brain-inspired spiking neural networks in Engineering Mechanics: a new physics-based self-learning framework for sustainable Finite Element analysis 2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access 12 citations Physics-Based Self-Learning Spiking Neural Network enhanced time-integration scheme for computing viscoplastic structural finite element response 2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access 13 citations Spiking recurrent neural networks for neuromorphic computing in nonlinear structural mechanics 2023 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks cited by 1 patent 23 citations 6 results References 0