Search Results - "surrogate modeling" :: K.UTB vyhledávací portál

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Moving extremum surrogate modeling strategy for dynamic reliability estimation of turbine blisk with multi-physics fields

by Lu, Cheng, Fei, Cheng-Wei, Liu, Hao-Tian, Li, Huan, An, Li-Qiang
Published in Aerospace science and technology (01.11.2020)

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Uncertainty-aware surrogate modeling for urban air pollutant dispersion prediction

by Lumet, Eliott, Rochoux, Mélanie C., Jaravel, Thomas, Lacroix, Simon
Published in Building and environment (01.01.2025)

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Recent Advances in Surrogate Modeling Methods for Uncertainty Quantification and Propagation

by Wang, Chong, Qiang, Xin, Xu, Menghui, Wu, Tao
Published in Symmetry (Basel) (13.06.2022)

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Peridynamics and surrogate modeling of pressure-driven well stimulation

by Seidl, D. Thomas, Valiveti, Dakshina M.
Published in International journal of rock mechanics and mining sciences (Oxford, England : 1997) (01.06.2022)

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An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials

by Khorrami, Mohammad S., Mianroodi, Jaber R., Siboni, Nima H., Goyal, Pawan, Svendsen, Bob, Benner, Peter, Raabe, Dierk
Published in npj computational materials (13.03.2023)

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Efficient Reliability-Based Path Planning of Off-Road Autonomous Ground Vehicles Through the Coupling of Surrogate Modeling and RRT

by Yin, Jianhua, Hu, Zhen, Mourelatos, Zissimos P., Gorsich, David, Singh, Amandeep, Tau, Seth
Published in IEEE transactions on intelligent transportation systems (01.12.2023)

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Efficient Surrogate Modeling Method for Evolutionary Algorithm to Solve Bilevel Optimization Problems

by Jiang, Hao, Chou, Kang, Tian, Ye, Zhang, Xingyi, Jin, Yaochu
Published in IEEE transactions on cybernetics (01.07.2024)

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Probabilistic framework for seismic performance assessment of a multi-span masonry arch bridge employing surrogate modeling techniques

by Cabanzo, Carlos, Mendes, Nuno, Akiyama, Mitsuyoshi, Lourenço, Paulo B., Matos, Jose C.
Published in Engineering structures (15.02.2025)

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Assessing the Influence of Screw Orientation on Fracture Fixation of the Proximal Humerus Using Finite Element Informed Surrogate Modeling

by Mini, Daniela, Reynolds, Karen J., Taylor, Mark
Published in International journal for numerical methods in biomedical engineering (01.07.2025)

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Dimensionality reduction-based extremum surrogate modeling strategy for transient reliability analysis of complex structures

by Chen, Jun-Yu, Feng, Yun-Wen, Teng, Da, Pan, Wei-Huang, Liu, Jia-Qi
Published in Engineering failure analysis (01.12.2021)

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Probabilistic surrogate modeling of offshore wind-turbine loads with chained Gaussian processes

by Singh, D, Dwight, R P, Laugesen, K, Beaudet, L, Viré, A
Published in Journal of physics. Conference series (01.05.2022)

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Adaptive surrogate modeling by ANOVA and sparse polynomial dimensional decomposition for global sensitivity analysis in fluid simulation

by Tang, Kunkun, Congedo, Pietro M., Abgrall, Rémi
Published in Journal of computational physics (01.06.2016)

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Efficient parametric study of a stochastic airfoil system based on hybrid surrogate modeling with advanced automatic kriging construction

by Denimal, E., Sinou, J.-J.
Published in European journal of mechanics, A, Solids (01.05.2023)

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Prediction and optimization of emissions in cement manufacturing plant under uncertainty by using artificial intelligence-based surrogate modeling

by Usman, Muhammad, Ahmad, Iftikhar, Ahsan, Muhammad, Caliskan, Hakan
Published in Environment, development and sustainability (03.06.2024)

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A combined sensitivity analysis and kriging surrogate modeling for early validation of health indicators

by Lamoureux, Benjamin, Mechbal, Nazih, Massé, Jean-Rémi
Published in Reliability engineering & system safety (01.10.2014)

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Systems-of-Systems Analysis of Ballistic Missile Defense Architecture Effectiveness Through Surrogate Modeling and Simulation

by Ender, Tommer, Leurck, Ryan F, Weaver, Brian, Miceli, Paul, Blair, William Dale, West, Philip, Mavris, Dimitri
Published in IEEE systems journal (01.06.2010)

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Multi-fidelity design optimization of transonic airfoils using physics-based surrogate modeling and shape-preserving response prediction

by Leifsson, Leifur, Koziel, Slawomir
Published in Journal of computational science (01.06.2010)

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ReLU networks as surrogate models in mixed-integer linear programs

by Grimstad, Bjarne, Andersson, Henrik
Published in Computers & chemical engineering (05.12.2019)

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Machine Learning and Inference Methods for Surrogate Modeling and Inexpensive Characterization of Elastodynamic Systems

by Ogren, Alexander Charles
Year of Publication 01.01.2024

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Efficient global sensitivity analysis of structural vibration for a nuclear reactor system subject to nonstationary loading

by Banyay, Gregory A., Shields, Michael D., Brigham, John C.
Published in Nuclear engineering and design (01.05.2020)

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