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Uncertainty quantification for stationary and time-dependent PDEs subject to Gevrey regular random domain deformations
Djurdjevac, Ana, Kaarnioja, Vesa, Schillings, Claudia, Zepernick, André-Alexander
Year of Publication 17.02.2025
Year of Publication 17.02.2025
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Data-driven polynomial chaos expansion for machine learning regression
Torre, Emiliano, Marelli, Stefano, Embrechts, Paul, Sudret, Bruno
Published in Journal of computational physics (01.07.2019)
Published in Journal of computational physics (01.07.2019)
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Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI
Tanno, Ryutaro, Worrall, Daniel E., Kaden, Enrico, Ghosh, Aurobrata, Grussu, Francesco, Bizzi, Alberto, Sotiropoulos, Stamatios N., Criminisi, Antonio, Alexander, Daniel C.
Published in NeuroImage (Orlando, Fla.) (15.01.2021)
Published in NeuroImage (Orlando, Fla.) (15.01.2021)
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Uncertainty quantification of contaminant transport and risk assessment with conditional stochastic collocation method
Shi, Liangsheng, Zeng, Lingzao, Tang, Yunqing, Chen, Cheng, Yang, Jinzhong
Published in Stochastic environmental research and risk assessment (01.08.2013)
Published in Stochastic environmental research and risk assessment (01.08.2013)
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Effects of compositional uncertainties in cracked NH 3 /biosyngas fuel blends on the combustion characteristics and performance of a combined-cycle gas turbine: A numerical thermokinetic study
Soyler, Israfil, Zhang, Kai, Jiang, Xi, Karimi, Nader
Published in International journal of hydrogen energy (2024)
Published in International journal of hydrogen energy (2024)
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Sparse representations and compressive sampling approaches in engineering mechanics: A review of theoretical concepts and diverse applications
Kougioumtzoglou, Ioannis A., Petromichelakis, Ioannis, Psaros, Apostolos F.
Published in Probabilistic engineering mechanics (01.07.2020)
Published in Probabilistic engineering mechanics (01.07.2020)
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Analytical probabilistic modeling of dose‐volume histograms
Wahl, Niklas, Hennig, Philipp, Wieser, Hans‐Peter, Bangert, Mark
Published in Medical physics (Lancaster) (01.10.2020)
Published in Medical physics (Lancaster) (01.10.2020)
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On a Stochastic Fundamental Lemma and Its Use for Data-Driven Optimal Control
Pan, Guanru, Ou, Ruchuan, Faulwasser, Timm
Published in IEEE transactions on automatic control (01.10.2023)
Published in IEEE transactions on automatic control (01.10.2023)
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Input parameter and thermal load representation uncertainties effects on the buckling and dynamic characteristics of cylindrical tubes
Binder, A., Cheng-Guajardo, M., Vasquez, M., Ceballes, S., Abdelkefi, A.
Published in European journal of mechanics, A, Solids (01.11.2022)
Published in European journal of mechanics, A, Solids (01.11.2022)
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SAV decoupled ensemble algorithms for fast computation of Stokes–Darcy flow ensembles
Jiang, Nan, Yang, Huanhuan
Published in Computer methods in applied mechanics and engineering (15.12.2021)
Published in Computer methods in applied mechanics and engineering (15.12.2021)
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