From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “input parameter uncertainty” 20

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Uncertainty quantification in geological modelling by Hessian-informed MCMC
2020 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Zhouji Liang, Florian Wellmann

0

citations
Evaluating RJ MCMC for parameter dimensionality adjustment in geological models
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Nils Chudalla, Florian Wellmann, Christin Bobe, Sofia Brisson, Zhouji Liang

0

citations
Real-Time Reservoir Operation by Tree-Based Model Predictive Control Including Forecast Uncertainty
2020 conference-abstract Engineering Water resources management and optimization Open access

Gökçen Uysal, Rodolfo Alvarado Montero, Dirk Schwanenberg, Aynur Şensoy

1

citations
Understanding outliers in thermochronological anomalies in the Swiss Subalpine Molasse and how they are linked to geological uncertainty
2023 conference-abstract Earth and Planetary Sciences Geological and Geochemical Analysis Open access

Josefine Ziegler, Sofia Brisson, Florian Wellmann, Christoph von Hagke

0

citations
Uncertainty Weighted Distribution of Relaxation Time Analysis of Battery Impedance Spectra Using Gaussian Process Regression for Noise Estimation
2023 ECS Meeting Abstracts conference-abstract Engineering Advanced Battery Technologies Research

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Christoph Scheurer, Josef Granwehr

2

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
The Application of Neural Operator in subsurface process simulation
2021 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Zhouji Liang, Denise Degen, Florian Wellmann

0

citations
Optimal Experimental Design strategies for geoelectrical monitoring of fluid transport processes
2024 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Nino Menzel, Sebastian Uhlemann, Florian Wagner

0

citations
The DEGREE Project: A Digital Laboratory for Geothermal Exploration in the Eifel Region
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Jacob Frasunkiewicz, Patrick Laumann, Atefeh Rahimi

0

citations
Differentiable Geomodeling: Opportunities and Challenges
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel de la Varga, Zhouji Liang, Jian Yang

0

citations
Probabilistic Machine Learning for improved Decision-making with 3-D Geological Models
2021 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel de la Varga, Nilgün Güdük, Jan von Harten, Fabian Antonio Stamm, Zhouji Liang, +1 more

1

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
Global fine resolution mapping of ozone metrics through explainable machine learning
2021 conference-abstract Environmental Science Air Quality Monitoring and Forecasting Open access

Clara Betancourt, Scarlet Stadtler, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Ribana Roscher, +2 more

8

citations
Rapid 3D geological modeling to assess and visualize uncertainties in a web application
2021 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Miguel de la Varga Hormazabal, Simon Virgo, Jan von Harten, Florian Wellmann

0

citations
Trainable geological model under the framework of model-based gravity inversion
2023 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Zhouji Liang, Miguel de la Varga, Florian Wellmann

0

citations
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface
2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, F M Wagner, Wolfgang Nowak

0

citations
Differentiable Geomodelling: Towards Geomodel Insight and Task-Oriented Sensitivity Analysis
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel De la Varga

0

citations
GebPy - a Python-based, open source tool for the generation of synthetic geophysical and geochemical data of minerals, rocks and whole sequences
2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Maximilian Beeskow, Christoph von Hagke

0

citations
A high-resolution regional CTDAS-WRF-Chem framework for constraining methane emissions over East Asia
2026 conference-abstract Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Mengrong Lu, Huilin Chen, Sander Houweling, Klaus Hubacek

0

citations
Reproducible asteroid orbit determination with the General Open Orbital Dynamics platform and machine-learning-based astrometry
2026 conference-abstract Engineering Space Satellite Systems and Control Open access

Gijs Verdoes Kleijn, Max Chong, Dominic Dirkx, Trienko Grobler, E. Balbinot, Rees Williams, +3 more

0

citations

20 results