Methods for Model–based Development in Computational Engineering ▲ Sign in to save

• ▲ Qian Chen

  East China University of Science and Technology · University of Illinois Urbana-Champaign Computer Science
  29.2k

  citations

  76

  h-index

  3

  Aachen papers
• ▲ Julia Kowalski

  RWTH Aachen University Environmental Science
  2.8k

  citations

  22

  h-index

  139

  Aachen papers
• ▲ Minu Treesa Abraham

  Norwegian Geotechnical Institute Environmental Science
  1.08k

  citations

  16

  h-index

  6

  Aachen papers
• ▲ Hoang Nguyen

  New York University Abu Dhabi · HUTECH University Engineering
  678

  citations

  14

  h-index

  6

  Aachen papers
• ▲ Anil Yıldiz

  RWTH Aachen University Environmental Science
  341

  citations

  8

  h-index

  31

  Aachen papers
• ▲ Hu Zhao

  Sichuan Fine Arts Institute Environmental Science
  135

  citations

  6

  h-index

  11

  Aachen papers
• ▲ Marc S. Boxberg

  RWTH Aachen University Earth and Planetary Sciences
  104

  citations

  5

  h-index

  32

  Aachen papers
• ▲ Ann-Kathrin Edrich

  RWTH Aachen University Environmental Science
  54

  citations

  4

  h-index

  15

  Aachen papers
• ▲ Anna Simson

  RWTH Aachen University Earth and Planetary Sciences
  18

  citations

  2

  h-index

  14

  Aachen papers
• ▲ Qian Chen

  RWTH Aachen University Earth and Planetary Sciences
  5

  citations

  1

  h-index

  14

  Aachen papers
• ▲ Ingo Steldermann

  RWTH Aachen University Engineering
  2

  citations

  1

  h-index

  8

  Aachen papers
• ▲ J. Kowalski

  RWTH Aachen University Engineering
  1

  citations

  1

  h-index

  1

  Aachen papers
• ▲ Bastian Winkels

  Environmental Science
  0

  citations

  0

  h-index

  1

  Aachen papers
• ▲ Mohamed Gowely

  RWTH Aachen University Computer Science
  0

  citations

  0

  h-index

  5

  Aachen papers
• ▲ V Mithlesh Kumar

  RWTH Aachen University
  0

  citations

  0

  h-index

  2

  Aachen papers
• ▲ V Mithlesh Kumar

  RWTH Aachen University Environmental Science
  0

  citations

  0

  h-index

  3

  Aachen papers
• ▲ V Mithlesh Kumar

  RWTH Aachen University
  0

  citations

  0

  h-index

  2

  Aachen papers

17 results

• A benchmark dataset and workflow for landslide susceptibility zonation

  2024 Earth-Science Reviews article Environmental Science Landslides and related hazards Open access

  57

  citations
• Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

  2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access

  30

  citations
• Deep-learning surrogate models for the stability of a wide rectangular tunnel

  2024 Computers and Geotechnics article Engineering Geotechnical Engineering and Analysis

  23

  citations
• Comparative modelling of retrogressive landslide runout: 2D and 3D random large-deformation analyses using coupled Eulerian-Lagrangian method

  2025 International Journal of Mining Science and Technology article Engineering Geotechnical Engineering and Analysis Open access

  13

  citations
• Automated Identification of Valid Model Networks Using Model-Based Systems Engineering

  2022 Systems article Engineering Systems Engineering Methodologies and Applications Open access

  13

  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

  12

  citations
• Heat recovery and thermal energy storage potential using buried infrastructure in the UK

  2022 Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction article Engineering Integrated Energy Systems Optimization Open access

  11

  citations
• A mixed smoothed finite element limit analysis formulation for static and seismic collapse loads

  2024 Acta Geotechnica article Engineering Geotechnical Engineering and Analysis

  10

  citations
• A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning

  2024 Natural Hazards article Environmental Science Landslides and related hazards Open access

  9

  citations
• Numerical Modelling of Debris Flows for Simulation-Based Decision Support: An Indian Perspective

  2024 Indian geotechnical journal article Environmental Science Landslides and related hazards Open access

  9

  citations
• Elements of future snowpack modeling – Part 2: A modular and extendable Eulerian–Lagrangian numerical scheme for coupled transport, phase changes and settling processes

  2021 ˜The œcryosphere article Earth and Planetary Sciences Cryospheric studies and observations Open access

  9

  citations
• A novel approach for quantifying similarities between different debris flow sites using field investigations and numerical modelling

  2023 Terra Nova article Environmental Science Landslides and related hazards Open access

  8

  citations
• Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

  2022 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

  4

  citations
• Field-test performance of an ice-melting probe in a terrestrial analogue environment

  2023 Icarus article Physics and Astronomy Planetary Science and Exploration Open access

  4

  citations
• Ground heat exchange potential of Green Infrastructure

  2022 Geothermics article Energy Geothermal Energy Systems and Applications Open access

  3

  citations
• Soil-vegetation-atmosphere interaction for engineering applications: Recent multi-scale and multi-disciplinary insights

  2025 Geomechanics for Energy and the Environment article Engineering Soil and Unsaturated Flow Open access

  3

  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

  3

  citations
• Data-Driven Surrogate Models for Bearing Capacity of Spatially Random Soils

  2024 conference-paper Engineering Geotechnical Engineering and Analysis

  3

  citations
• Shallow Moments to Capture Vertical Structure in Open Curved Shallow Flow

  2023 Journal of Computational and Theoretical Transport article Engineering Hydraulic flow and structures Open access

  2

  citations
• A modular and scalable workflow for data-driven modelling of shallow landslide susceptibility

  2022 conference-abstract Environmental Science Landslides and related hazards Open access

  2

  citations