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Papers matching “Gaussian process emulation” 7

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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
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
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
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

7 results