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• ▲ Uwe Naumann

  University of Wuppertal · RWTH Aachen University Physics and Astronomy
  20.7k

  citations

  69

  h-index

  45

  Aachen papers
• ▲ Felix Gremse

  Engineering
  6.29k

  citations

  40

  h-index

  44

  Aachen papers
• ▲ Johannes Lotz

  University of Oxford · Numerical Algorithms Group (United Kingdom) Computer Science
  215

  citations

  7

  h-index

  4

  Aachen papers
• ▲ Klaus Leppkes

  Computer Science
  168

  citations

  5

  h-index

  2

  Aachen papers
• ▲ Markus Towara

  RWTH Aachen University Physics and Astronomy
  152

  citations

  5

  h-index

  7

  Aachen papers
• ▲ Sher Afghan

  RWTH Aachen University Computer Science
  74

  citations

  2

  h-index

  4

  Aachen papers
• ▲ Jens Deussen

  RWTH Aachen University Computer Science
  54

  citations

  2

  h-index

  7

  Aachen papers
• ▲ Sher Afghan Malik

  RWTH Aachen University Engineering
  29

  citations

  2

  h-index

  2

  Aachen papers
• ▲ Patrick Peltzer

  Computer Science
  12

  citations

  2

  h-index

  5

  Aachen papers

9 results

• Optimization of a 660 MWe Supercritical Power Plant Performance—A Case of Industry 4.0 in the Data-Driven Operational Management Part 1. Thermal Efficiency

  2020 Energies article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

  66

  citations
• Evaluating Energy Efficiency of Buildings using Artificial Neural Networks and K-means Clustering Techniques

  2020 International Conference on Computing, Mathematics and Engineering Technologies (iCoMET) conference-paper Engineering Building Energy and Comfort Optimization cited by 2 patents

  15

  citations
• Interval Adjoint Significance Analysis for Neural Networks

  2020 Lecture notes in computer science conference-paper Computer Science Neural Networks and Applications Open access

  6

  citations
• Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework

  2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access

  5

  citations
• Direct single shooting for dynamic optimization of differential-algebraic equation systems with optimization criteria embedded

  2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration

  4

  citations
• A Matrix-Free Exact Newton Method

  2024 SIAM Journal on Scientific Computing article Mathematics Iterative Methods for Nonlinear Equations

  2

  citations
• MCMC for Bayesian Uncertainty Quantification from Time-Series Data

  2020 Lecture notes in computer science conference-paper Mathematics Markov Chains and Monte Carlo Methods Open access

  2

  citations
• Patient-Specific Cardiac Parametrization from Eikonal Simulations

  2020 Lecture notes in computer science conference-paper Medicine Cardiac electrophysiology and arrhythmias Open access

  1

  citations
• Reducing Spatial Discretization Error on Coarse CFD Simulations Using an OpenFOAM-Embedded Deep Learning Framework

  2024 Research Square preprint Physics and Astronomy Model Reduction and Neural Networks Open access

  1

  citations
• A Micro-computed Tomography Database and Reference Implementation for Parallel Computations of Trabecular Thickness and Spacing

  2022 Journal of Open Research Software article Medicine Bone health and osteoporosis research Open access

  0

  citations
• Numerical Stability of Tangents and Adjoints of Implicit Functions

  2021 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

  0

  citations
• A Matrix-Free Newton Method

  2023 arXiv (Cornell University) preprint Mathematics Iterative Methods for Nonlinear Equations Open access

  0

  citations
• Parallel Adjoint Taping Using MPI

  2023 Lecture notes in computer science conference-paper Computer Science Parallel Computing and Optimization Techniques

  0

  citations
• A note on the computational complexity of chain rule differentiation

  2023 Optimization methods & software article Computer Science Complexity and Algorithms in Graphs

  0

  citations
• Seasons's Greetings by AD

  2023 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access

  0

  citations
• Matrix-Free Jacobian Chaining

  2024 arXiv (Cornell University) preprint Computer Science Matrix Theory and Algorithms Open access

  0

  citations
• Differential Inversion of the Implicit Euler Method: Symbolic Analysis

  2024 arXiv (Cornell University) preprint Mathematics Numerical methods for differential equations Open access

  0

  citations
• Differential Inversion of the Implicit Euler Method

  2026 SIAM Journal on Scientific Computing article Mathematics Numerical methods for differential equations

  0

  citations

18 results