Spatio-Temporal Gradient Enhanced Surrogate Modeling Strategies by Johann M. Bouwer, Daniel N. Wilke, Schalk Kok

Subjects: “…surrogate models…”
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Parameter uncertainties for imperfect surrogate models in the low-noise regime by Thomas D Swinburne, Danny Perez

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Selecting the Best Quantity and Variety of Surrogates for an Ensemble Model by Pengcheng Ye, Guang Pan

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Spatio‐Temporal Machine Learning for Regional to Continental Scale Terrestrial Hydrology by Andrew Bennett, Hoang Tran, Luis De laFuente, Amanda Triplett, Yueling Ma, Peter Melchior, Reed M. Maxwell, Laura E. Condon

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Probabilistic Design Method for Aircraft Thermal Protective Layers Based on Surrogate Models by Zhongcan Chen, Kai Zhang, Shanshan Zhao, Feng Li, Fengtao Xu, Min Chen

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Data Driven Models for the Design of Rocket Injector Elements by José Felix Zapata Usandivaras, Annafederica Urbano, Michael Bauerheim, Bénédicte Cuenot

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Interpretable surrogate models to approximate the predictions of convolutional neural networks in glaucoma diagnosis by Jose Sigut, Francisco Fumero, Rafael Arnay, José Estévez, Tinguaro Díaz-Alemán

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Surrogate Models for Efficient Multi-Objective Optimization of Building Performance by Gonçalo Roque Araújo, Ricardo Gomes, Maria Glória Gomes, Manuel Correia Guedes, Paulo Ferrão

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A Genetic Programming Based Heuristic to Simplify Rugged Landscapes Exploration by Gloria Pietropolli, Giuliamaria Menara, Mauro Castelli

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Empirical Study of Data-Driven Evolutionary Algorithms in Noisy Environments by Dalue Lin, Haogan Huang, Xiaoyan Li, Yuejiao Gong

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ACE surrogate Model–Based uncertainty and sensitivity analysis methods for severe accident codes by Kwang-Il Ahn

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Chaotic attractor reconstruction using small reservoirs—the influence of topology by Lina Jaurigue

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Data-driven surrogate modeling and benchmarking for process equipment by Gabriel F. N. Gonçalves, Assen Batchvarov, Yuyi Liu, Yuxin Liu, Lachlan R. Mason, Indranil Pan, Omar K. Matar

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Physics-regularized neural network of the ideal-MHD solution operator in Wendelstein 7-X configurations by Andrea Merlo, Daniel Böckenhoff, Jonathan Schilling, Samuel Aaron Lazerson, Thomas Sunn Pedersen, the W7-X Team

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SENSITIVITY ANALYSIS OF PWR SPENT FUEL DUE TO MODELLING PARAMETER UNCERTAINTIES USING SURROGATE MODELS by Ebiwonjumi Bamidele, Zhang Peng, Lee Deokjung

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Application of surrogate models to stability analysis and transition prediction in hypersonic flows by Han Nie, Wenping Song, Zhonghua Han, Guohua Tu, Jianqiang Chen

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Surrogate-Assisted Symbolic Time-Series Discretization Using Multi-Breakpoints and a Multi-Objective Evolutionary Algorithm by Aldo Márquez-Grajales, Efrén Mezura-Montes, Héctor-Gabriel Acosta-Mesa, Fernando Salas-Martínez

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Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems by Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski

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Surrogacy-Based Maximization of Output Power of a Low-Voltage Vibration Energy Harvesting Device by Marcin Kulik, Mariusz Jagieła, Marian Łukaniszyn

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Application of artificial intelligence to forecast hydrocarbon production from shales by Palash Panja, Raul Velasco, Manas Pathak, Milind Deo

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