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Papers matching “Gaussian process emulation” 28

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Uncertainty-aware and Data-efficient Cosmological Emulation using Gaussian Processes and PCA
2023 arXiv (Cornell University) preprint Physics and Astronomy Cosmology and Gravitation Theories Open access

Sven Günther

8

citations
Gaussian process emulators for the undrained bearing capacity of spatially random soils using cell-based smoothed finite element method
2025 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Analysis Open access

Hoang Nguyen, Xuzhen He, Majidreza Nazem, Xuejian Chen, Haoding Xu

3

citations
Trained Gaussian Process emulators for the ICON-HAM perturbed parameter ensemble (PPE)
2026 Zenodo (CERN European Organization for Nuclear Research) software Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Hailing Jia

0

citations
Trained Gaussian Process emulators for the ICON-HAM perturbed parameter ensemble (PPE)
2026 Zenodo (CERN European Organization for Nuclear Research) software Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Hailing Jia

0

citations
Emulation techniques for rapid flow-like geohazards: a case study-based performance analysis
2021 conference-abstract Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Ivo Baselt, Ann-Kathrin Edrich, Jan‐Thomas Fischer, Martin Mergili, Hu Zhao, +1 more

0

citations
PSimPy: GP emulation-based sensitivity analysis, uncertainty quantification, and calibration of landslide simulators
2023 Zenodo (CERN European Organization for Nuclear Research) article Environmental Science Landslides and related hazards Open access

0

citations
PSimPy: GP emulation-based sensitivity analysis, uncertainty quantification, and calibration of landslide simulators
2023 Zenodo (CERN European Organization for Nuclear Research) article Environmental Science Landslides and related hazards Open access

0

citations
swift-emulator: A Python package for emulation of simulated scaling relations
2022 The Journal of Open Source Software software-paper Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Roi Kugel, Josh Borrow

10

citations
Computationally-feasible uncertainty quantification in model-based landslide risk assessment
2023 Frontiers in Earth Science article Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Hu Zhao, Julia Kowalski

12

citations
High-dimensional predictions for impact-based risk analysis of geohazards
2026 conference-abstract Environmental Science Landslides and related hazards Open access

Chia-Hao Chang, Anil Yıldiz, Julia Kowalski

0

citations
Physics-informed machine learning to model rapid complex geohazards
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Anil Yıldiz, Hu Zhao, Julia Kowalski

1

citations
A unified Bayesian model selection workflow for geophysical free-surface flow
2024 conference-abstract Environmental Science Landslides and related hazards Open access

Vijay Kumar, Julia Kowalski

0

citations
Efficient probabilistic parameter calibration of landslide run-out models via Bayesian active learning
2022 conference-abstract Environmental Science Landslides and related hazards Open access

Hu Zhao, Julia Kowalski

0

citations
FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning
2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Roi Kugel, Joop Schaye, Matthieu Schaller, John C Helly, Joey Braspenning, Willem Elbers, +14 more

89

citations
Bayesian active learning for parameter calibration of landslide run-out models
2022 Landslides article Environmental Science Landslides and related hazards Open access

Hu Zhao, Julia Kowalski

20

citations
FLAMINGO: Calibrating large cosmological hydrodynamical simulations with machine learning
2023 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Roi Kugel, Joop Schaye, Matthieu Schaller, John C Helly, Joey Braspenning, Carlos Silvestre Frenk, +13 more

7

citations
Structural and Parametric Contributions to Aerosol Effective Radiative Forcing Uncertainty in a Two-Model Perturbed Parameter Ensemble
2026 conference-abstract Environmental Science Atmospheric aerosols and clouds Open access

Carl Svenhag, Yusuf Bhatti, Eemeli Holopainen, Hailing Jia, Otto Hasekamp, Athanasios Nenes, +1 more

0

citations
Why are we still using 3D masses for cluster cosmology?
2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access

Stijn N B Debackere, Henk Hoekstra, Joop Schaye, Katrin Heitmann, Salman Habib

9

citations
colibre : calibrating subgrid feedback in cosmological simulations that include a cold gas phase
2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Evgenii Chaikin, Joop Schaye, Matthieu Schaller, Sylvia Ploeckinger, Yannick M Bahé, Alejandro Benítez-Llambay, +14 more

9

citations
Measuring the thermal and ionization state of the low-z IGM using likelihood free inference
2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Teng Hu, Vikram Khaire, Joseph F. Hennawi, Michael R. Walther, Hector Hiss, Justin Alsing, +3 more

7

citations
Quantifying and Constraining Aerosol Forcing Uncertainty: From Single-Model to Multi-Model Perturbed Parameter Ensembles
2026 conference-abstract Environmental Science Atmospheric aerosols and clouds Open access

Hailing Jia, Duncan Watson-Parris, David Neubauer, Yusuf Bhatti, Michael Schulz, Leighton A. Regayre, +15 more

0

citations
The flamingo project: baryon effects on the matter power spectrum
2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Matthieu Schaller, Joop Schaye, Roi Kugel, Jeger C. Broxterman, Marcel P. van Daalen

30

citations
Emulator-based global sensitivity analysis for flow-like landslide run-out models
2021 Landslides article Environmental Science Landslides and related hazards Open access

Hu Zhao, Florian Amann, Julia Kowalski

16

citations
Euclid : An emulator for baryonic effects on the matter bispectrum
2025 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

Giovanni Aricò, Laila Linke, Raúl E. Angulo, Jeger C. Broxterman, Joop Schaye, Matthieu Schaller, +90 more

4

citations
High-Performance Image Filters via Sparse Approximations
2020 Proceedings of the ACM on Computer Graphics and Interactive Techniques article Computer Science Computer Graphics and Visualization Techniques

Kersten Schuster, Philip Trettner, Leif P. Kobbelt

7

citations