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D
Denise Degen
Institute of Applied Geosciences
9
H指数
70
论文数
230
被引数
0
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12
发表时间
发表时间
IF
被引数
Guidelines for Conducting Sensitivity Analyses in Process Simulations for Solid Earth Geosciences
固体地球地科学中过程模拟敏感性分析的实施指南
Mathematical Geosciences
IF
3.6
2026-03-14
0
OA
AI
Denise Degen; Florian Wellmann
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Exploiting physics-based machine learning to quantify geodynamic effects - insights from the Alpine region
GEOSCIENTIFIC MODEL DEVELOPMENT
IF
4.9
2025-11-28
0
PRE
AI
Degen, Denise; Kumar, Ajay; Scheck-Wenderoth, Magdalena; Cacace, Mauro
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About the trustworthiness of physics-based machine learning - considerations for geomechanical applications
关于基于物理的机器学习的可信度——地质力学应用的考量
SOLID EARTH
IF
2.7
2025-06-23
2
PRE
AI
Degen, Denise; Ziegler, Moritz; Heidbach, Oliver; Henk, Andreas; Reiter, Karsten; Wellmann, Florian
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Sensitivity analysis using physics-based machine learning: an example from surrogate modelling for magnetotellurics
基于物理机器学习的敏感性分析:来自磁大地电磁法代理建模的一个实例
GEOPHYSICAL JOURNAL INTERNATIONAL
IF
2.7
2025-05-13
0
OA
AI
Lindner, N.; Degen, D.; Grayver, A.; Wellmann, F.
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A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2024-02-01
4
OA
AI
Aretz, Nicole; Chen, Peng; Degen, Denise; Veroy, Karen
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Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations
GEOSCIENTIFIC MODEL DEVELOPMENT
IF
4.9
2023-12-19
8
OA
AI
Degen, Denise; Voullieme, Daniel Caviedes; Buiter, Susanne; Franssen, Harrie-Jan Hendricks; Vereecken, Harry; Gonzalez-Nicolas, Ana; Wellmann, Florian
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3D multi-physics uncertainty quantification using physics-based machine learning
SCIENTIFIC REPORTS
IF
3.9
2022-10-19
7
OA
AI
Degen, Denise; Cacace, Mauro; Wellmann, Florian
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Uncertainty quantification for basin-scale geothermal conduction models
SCIENTIFIC REPORTS
IF
3.9
2022-03-10
3
OA
AI
Degen, Denise; Veroy, Karen; Wellmann, Florian
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How biased are our models? - a case study of the alpine region
GEOSCIENTIFIC MODEL DEVELOPMENT
IF
4.9
2021-11-24
3
OA
AI
Degen, Denise; Spooner, Cameron; Scheck-Wenderoth, Magdalena; Cacace, Mauro
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Productivity enhancement of geothermal wells through fault zones: Efficient numerical evaluation of a parameter space for the Upper Jurassic aquifer of the North Alpine Foreland Basin
GEOTHERMICS
IF
3.9
2021-09-01
9
PRE
AI
Konrad, Florian; Savvatis, Alexandros; Degen, Denise; Wellmann, Florian; Einsiedl, Florian; Zosseder, Kai
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Global sensitivity analysis to optimize basin-scale conductive model calibration-A case study from the Upper Rhine Graben
GEOTHERMICS
IF
3.9
2021-09-01
7
OA
AI
Degen, Denise; Veroy, Karen; Freymark, Jessica; Scheck-Wenderoth, Magdalena; Poulet, Thomas; Wellmann, Florian
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Effects of transient processes for thermal simulations of the Central European Basin
GEOSCIENTIFIC MODEL DEVELOPMENT
IF
4.9
2021-03-26
2
OA
AI
Degen, Denise; Cacace, Mauro
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研究方向
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合作学者
合作期刊
H
Harry Vereecken
H 指数: 97 · 论文数: 1.8K
H
Harrie‐Jan Hendricks Franssen
H 指数: 63 · 论文数: 508
O
Oliver Heidbach
H 指数: 44 · 论文数: 304
M
Magdalena Scheck‐Wenderoth
H 指数: 41 · 论文数: 381
S
Susanne Buiter
H 指数: 31 · 论文数: 181
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