August 27, 2018 article Open access Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification Journal of Computational Physics DOI: 10.1016/j.jcp.2018.08.036 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 5 stored of 485 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 Residual bayesian attention networks for uncertainty quantification in regression tasks 2025 Scientific Reports article Computer Science Gaussian Processes and Bayesian Inference Open access 10 citations Transfer Learning of Surrogate Models via Domain Affine Transformation 2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access 5 citations A machine learning method to predict rate constants for various reactions in combustion kinetic models 2024 Combustion and Flame article Chemical Engineering Advanced Combustion Engine Technologies 31 citations Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs 2022 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent 60 citations Spectral methods to study the robustness of residual neural networks with infinite layers 2020 Foundations of Data Science article Physics and Astronomy Model Reduction and Neural Networks Open access 4 citations 5 results References 0