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Papers matching “kriging” 16

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Multi-fidelity nonlinear unsteady aerodynamic modeling and uncertainty estimation based on Hierarchical Kriging
2023 Applied Mathematical Modelling article Physics and Astronomy Model Reduction and Neural Networks

Xuhao Peng, Jiaqing Kou, Weiwei Zhang

43

citations
Flexible Geological Modeling with Radial Basis Functions Integrating External Drift
2025 Mathematical Geosciences article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Friedrich Carl, Peter Achtziger-Zupančič, Florian Wellmann

1

citations
Deterministic global optimization with Gaussian processes embedded
2021 Mathematical Programming Computation article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Dominik Bongartz, Daniel Grothe, Tim Kerkenhoff, Xiaopeng Lin, Jaromił Najman, +1 more

47

citations
Multilevel surrogate modeling of an amine scrubbing process for CO2 capture
2022 AIChE Journal article Engineering Carbon Dioxide Capture Technologies Open access

Dominik P. Goldstein, Mathis Heyer, Dion Jakobs, Eduardo S. Schultz, Lorenz T. Biegler

18

citations
Wind field reconstruction with adaptive random Fourier features
2021 Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Jonas Kiessling, Emanuel Ström, Raul F. Tempone

10

citations
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations
2022 Journal of Global Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afşar, Babooshka Shavazipour, Kaisa Miettinen

5

citations
Caspian Sea environmental variables: an extension of the Bio‐ORACLE ocean data set
2020 Ecology article Environmental Science Species Distribution and Climate Change Open access

Matteo Lattuada, Thomas Wilke, Niels Raes

2

citations
Data Assimilation for Transonic Flows Integrating Reduced-Order Models and Active Learning
2025 AIAA Journal article Physics and Astronomy Model Reduction and Neural Networks

Zhen Tang, Jiaqing Kou, Wenfeng Li, Weiwei Zhang, Matthias H. Meinke, Wolfgang Schröder

1

citations
Efficient hybrid multiobjective optimization of pressure swing adsorption
2021 Chemical Engineering Journal article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Zhimian Hao, Adrian Caspari, Artur M. Schweidtmann, Yannic Vaupel, Alexei A. Lapkin, Adel Mhamdi

57

citations
Fast and robust Bayesian inference using Gaussian processes with GPry
2023 Journal of Cosmology and Astroparticle Physics article Computer Science Gaussian Processes and Bayesian Inference Open access

Jonas El Gammal, Nils Schöneberg, Jesús Torrado, Christian Fidler

21

citations
Construction of a 3D geomechanical model using integrated workflow to study zones causing subsidence and wellbore instabilities
2021 Geomechanics and Geophysics for Geo-Energy and Geo-Resources article Engineering Drilling and Well Engineering

Venkatesh Ambati, Daniel Koehn

5

citations
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
2026 RWTH Publications (RWTH Aachen) article Decision Sciences Advanced Bandit Algorithms Research Open access

Paul Brunzema, Sebastian Trimpe

0

citations
Flexible Geological Modeling with Radial Basis Functions Integrating External Drift
2025 RWTH Publications (RWTH Aachen) article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Jian Xin Yang, Friedrich Carl, Peter Achtziger-Zupančič, Jan Florian Wellmann

0

citations
Informed Local Smoothing in 3D Implicit Geological Modeling
2021 Minerals article Earth and Planetary Sciences Geological Modeling and Analysis Open access

Jan von Harten, Miguel de la Varga, Florian Wellmann

31

citations
Knowledge flows in a global age: a transnational approach
2023 Annals of Science article Arts and Humanities History of Science and Natural History

Giles Scott‐Smith

8

citations
Spatial Heterogeneity of Soil Nutrient in Principal Paddy and Cereal Production Landscapes of Fengtai County within the Huai River Basin, Eastern China
2024 Applied Sciences article Environmental Science Soil Geostatistics and Mapping Open access

Zhiyang Jiang, Yin Zheng, Daokun Chen, Meiqin Huang, Yuzhi Zhou, T. Wu, +3 more

6

citations

16 results