Aachen papers per year
Papers 15
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Automated geological map deconstruction for 3D model construction using map2loop 1.0 and map2model 1.02021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Mark Jessell, Vitaliy Ogarko, Yohan de Rose, Mark Lindsay, Ranee Joshi, Agnieszka M. Piechocka, +4 more
44citations -
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access
Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter, Harrie‐Jan Hendricks Franssen, Harry Vereecken, Ana González‐Nicolás, +1 more
39citations -
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more
30citations -
Constraining stochastic 3-D structural geological models with topology information using approximate Bayesian computation in GemPy 2.12021 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access
Alexander Schaaf, Miguel de la Varga, Florian Wellmann, Clare Elizabeth Bond
25citations -
GeoINR 1.0: an implicit neural network approach to three-dimensional geological modelling2023 Geoscientific model development article Earth and Planetary Sciences Geological Modeling and Analysis Open access cited by 1 patent
Florian Wellmann, Eric A de Kemp, Boyan Brodaric, Ernst Schetselaar, Karine Bédard
25citations -
Systematic underestimation of type-specific ecosystem process variability in the Community Land Model v5 over Europe2025 Geoscientific model development article Environmental Science Peatlands and Wetlands Ecology Open access
Christian Poppe Terán, Bibi S. Naz, Harry Vereecken, Roland Baatz, Rosie A. Fisher, Harrie‐Jan Hendricks Franssen
4citations -
Data clustering to optimise the representativity of observational data in air quality data assimilation: a case study with EURAD-IM (version 5.9.1 DA)2025 Geoscientific model development article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access
Alexander Hermanns, Anne Caroline Lange, Julia Kowalski, Hendrik Fuchs, Philipp Franke
1citations -
QuadTune version 1: a regional tuner for global atmospheric models2025 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Vincent E. Larson, Zhun Guo, Benjamin A. Stephens, Colin M. Zarzycki, Gerhard Dikta, Yun Qian, +1 more
0citations
15 results
Most active Aachen authors
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Florian Wellmann 3,325 citations overall4 papers
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Julia Kowalski 2,802 citations overall3 papers
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Denise Degen 270 citations overall3 papers
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Markus Bachmayr 1,056 citations overall2 papers
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Miguel de la Varga 719 citations overall2 papers
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Simon Boisserée 5 citations overall2 papers
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Magdalena Scheck‐Wenderoth 5,718 citations overall1 paper
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Susanne Buiter 4,431 citations overall1 paper
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Gerhard Dikta 498 citations overall1 paper
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Alexander Schaaf 376 citations overall1 paper
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Christian Poppe Terán 241 citations overall1 paper
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Ann-Kathrin Edrich 54 citations overall1 paper
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Mohammad Moulaeifard 34 citations overall1 paper