Institute of Geometry and Applied Mathematics

• Michaël Herty

  University of Pretoria · RWTH Aachen University Engineering
  5.61k

  citations

  37

  h-index

  171

  Aachen papers
• Siegfried Müller

  RWTH Aachen University Engineering
  3.9k

  citations

  33

  h-index

  34

  Aachen papers
• Giuseppe Visconti

  Sapienza University of Rome Engineering
  659

  citations

  15

  h-index

  14

  Aachen papers
• Michael Rom

  RWTH Aachen University Engineering
  408

  citations

  10

  h-index

  19

  Aachen papers
• Dimitrios Katsaounis

  University of St Andrews · RWTH Aachen University Mathematics
  367

  citations

  9

  h-index

  3

  Aachen papers
• Niklas Kolbe

  Mathematics
  165

  citations

  8

  h-index

  27

  Aachen papers
• Elisa Iacomini

  University of Ferrara Engineering
  160

  citations

  7

  h-index

  13

  Aachen papers
• Alper Yegenoglu

  Paderborn University Neuroscience
  150

  citations

  7

  h-index

  7

  Aachen papers
• Niklas Kolbe

  RWTH Aachen University Computer Science
  140

  citations

  6

  h-index

  1

  Aachen papers
• Adrian Kolb

  RWTH Aachen University Engineering
  7

  citations

  1

  h-index

  9

  Aachen papers
• Sara Veneruso

  University of Ferrara · RWTH Aachen University Computer Science
  0

  citations

  0

  h-index

  4

  Aachen papers
• Haifeng Wang

  Shantou University · RWTH Aachen University Medicine
  0

  citations

  0

  h-index

  1

  Aachen papers
• Olivia Dreßen

  RWTH Aachen University Engineering
  0

  citations

  0

  h-index

  1

  Aachen papers
• Siegfried Müller

  RWTH Aachen University Mathematics
  0

  citations

  0

  h-index

  1

  Aachen papers

14 results

• Amyotrophic lateral sclerosis patients show increased peripheral and intrathecal T-cell activation

  2021 Brain Communications article Medicine Amyotrophic Lateral Sclerosis Research Open access cited by 1 patent

  52

  citations
• Identifying trending model coefficients with an ensemble Kalman filter – a demonstration on a force model for milling

  2020 IFAC-PapersOnLine article Engineering Advanced Measurement and Metrology Techniques Open access

  11

  citations
• Mean-field and kinetic descriptions of neural differential equations

  2022 Foundations of Data Science article Physics and Astronomy Model Reduction and Neural Networks Open access

  9

  citations
• Machine learning tools in production engineering

  2022 The International Journal of Advanced Manufacturing Technology article Engineering Power Transformer Diagnostics and Insulation Open access

  9

  citations
• Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn

  2022 Frontiers in Computational Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  9

  citations
• Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks

  2023 Swarm Intelligence article Engineering Advanced Memory and Neural Computing Open access

  7

  citations
• Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications

  7

  citations
• Generation of a Model to Predict Differentiation and Migration of Lymphocyte Subsets under Homeostatic and CNS Autoinflammatory Conditions

  2020 International Journal of Molecular Sciences article Neuroscience Neuroinflammation and Neurodegeneration Mechanisms Open access

  5

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  5

  citations
• A Central Scheme for Two Coupled Hyperbolic Systems

  2023 Communications on Applied Mathematics and Computation article Engineering Computational Fluid Dynamics and Aerodynamics Open access

  5

  citations
• Convolutional neural networks for additively manufactured hot work steel H11: classification and prediction of mechanical properties

  2025 The International Journal of Advanced Manufacturing Technology article Engineering Additive Manufacturing Materials and Processes Open access

  4

  citations
• Simplified two-compartment neuron with calcium dynamics capturing brain-state specific apical-amplification, -isolation and -drive

  2025 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access

  4

  citations
• Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes

  2023 arXiv (Cornell University) preprint Neuroscience Neural dynamics and brain function Open access

  4

  citations
• Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting

  2024 The International Journal of Advanced Manufacturing Technology article Engineering Advanced machining processes and optimization Open access

  3

  citations
• Numerical Schemes for Coupled Systems of Nonconservative Hyperbolic Equations

  2024 SIAM Journal on Numerical Analysis article Mathematics Differential Equations and Numerical Methods

  3

  citations
• Model of vehicle interactions with autonomous cars and its properties

  2022 Discrete and Continuous Dynamical Systems - B article Engineering Traffic control and management Open access

  2

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  2

  citations
• Actionable Artificial Intelligence for the Future of Production

  2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

  1

  citations
• The Lax–Friedrichs method in one-dimensional hemodynamics and its simplifying effect on boundary and coupling conditions

  2025 Computer Methods in Biomechanics & Biomedical Engineering article Mathematics Numerical methods in inverse problems Open access

  1

  citations
• A relaxation approach to the coupling of a two-phase fluid with a linear-elastic solid

  2025 Applied Mathematics and Computation article Engineering Elasticity and Wave Propagation Open access

  1

  citations