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Papers matching “computational methods” 4,837

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Versagensmodellierung von Schnittstellen und Metallblechen
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Mechanical Behavior of Composites Open access

Hamid Reza Bayat

2

citations
GenUI: interactive and extensible open source software platform for de novo molecular generation and cheminformatics
2021 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Xuhan Liu, Daniel Svozil, Gerard J. P. van Westen

23

citations
Tiefes Lernen in der Finite-Elemente-Methode
2021 RWTH Publications (RWTH Aachen) book Physics and Astronomy Model Reduction and Neural Networks Open access

Arnd Koeppe

9

citations
Secure numerical simulations using fully homomorphic encryption
2025 Computer Physics Communications article Computer Science Cryptography and Data Security Open access

Arseniy Kholod, Yuriy Polyakov, Michael Schlottke‐Lakemper

8

citations
Machine Learning-based estimation and explainable artificial intelligence-supported interpretation of the critical temperature from magnetic ab initio Heusler alloys data
2023 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Robin Hilgers, Daniel Wortmann, Stefan Blügel

4

citations
Euclid preparation. Three-dimensional galaxy clustering in configuration space: Three-point correlation function estimation
2026 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Euclid Collaboration, Alfonso Veropalumbo, M. Moresco, F. Marulli, E. Branchini, M Guidi, +94 more

2

citations
Optimization-Based Energy System Planning Under Long-Term Uncertainty: Rapid Monte Carlo Analysis Using Linear Regression
2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access

Hagen Seele, Jan Tautorus, Christiane Reinert, Niklas V. von der Assen

1

citations
Machine learning based surrogate modeling of the deformation behavior of large compliant thin-walled structures
2026 Procedia CIRP article Physics and Astronomy Model Reduction and Neural Networks Open access

Guillaume Tréheux, Yuanzhe Li, Alexander Moriz, Amon Göppert, Robert H. Schmitt

0

citations
Comment on egusphere-2026-4171
2026 peer-review Physics and Astronomy Model Reduction and Neural Networks Open access

Marilina Valatsou, Denise Degen, Juliane Dannberg, René Gassmöller, Florian Wellmann

0

citations
Detection-Guided Beamforming for Efficient Bat Localisation
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Agricultural and Biological Sciences Bat Biology and Ecology Studies Open access

Roberto Alessandri, Lia R. V. Gilmour, Jin Jack Tan, Alejandro Osses, Dan Stowell

0

citations
Physics-Based Machine Learning: Opportunities and Challenges for Mantle Convection
2026 preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Marilina Valatsou, Denise Degen, Juliane Dannberg, René Gassmöller, Florian Wellmann

0

citations
Development of a machine learning-based surrogate model for friction prediction in textured journal bearings
2024 Friction article Engineering Tribology and Lubrication Engineering Open access

Yujun Wang, Georg Jacobs, Shuo Zhang, Benjamin Klinghart, Florian König

11

citations
Microstructure simulation using self‐consistent clustering analysis
2021 PAMM article Engineering Composite Material Mechanics Open access

Johanna Waimann, Christian Gierden, Annika Schmidt, Bob Svendsen, Stefanie Reese

5

citations
MASI enables fast model-free standardization and integration of single-cell transcriptomics data
2023 Communications Biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Yang Xu, Rafael Kramann, Rachel Patton McCord, Sikander Hayat

4

citations
Optimal recovery and uncertainty quantification for distributed Gaussian process regression
2022 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Amine Hadji, Tammo Hesselink, Botond Szabó

3

citations
Bottom-up Modeling of Local Energy Markets within a Pan-European Wholesale Electricity Market Model
2020 IEEE International Energy Conference (ENERGYCON) conference-paper Engineering Electric Power System Optimization

Carlo Schmitt, Kenneth Samaan, Henrik Schwaeppe, Albert Moser

3

citations
Estimation of uncertainties in the density driven flow in fractured porous media using MLMC
2024 Engineering With Computers article Decision Sciences Probabilistic and Robust Engineering Design Open access

Dmitry Logashenko, Alexander Litvinenko, Raul F. Tempone, Gabriel Wittum

3

citations
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation
2025 IEEE Transactions on Medical Imaging article Computer Science Medical Image Segmentation Techniques Open access

Tianran Li, Marius Staring, Yuchuan Qiao

2

citations
Bottom-up Modeling of Local Energy Markets within a Pan-European Wholesale Electricity Market Model
2020 preprint Engineering Electric Power System Optimization Open access

Carlo Schmitt, Kenneth Samaan, Henrik Schwaeppe, Albert Moser

1

citations
Data Assimilation for Transonic Flows Integrating Reduced-Order Models and Active Learning
2025 AIAA Journal article Physics and Astronomy Model Reduction and Neural Networks

Zhen Tang, Jiaqing Kou, Wenfeng Li, Weiwei Zhang, Matthias H. Meinke, Wolfgang Schröder

1

citations
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement
2025 arXiv (Cornell University) preprint Computer Science Image Enhancement Techniques Open access

Niki Martinel, Rita Pucci

1

citations
Time-Continuous and Time-Discontinuous Space-Time Finite Elements for Advection-Diffusion Problems
2022 arXiv (Cornell University) preprint Engineering Advanced Numerical Methods in Computational Mathematics Open access

Max von Danwitz, Igor Voulis, Norbert Hosters, Marek Behr

1

citations
Bottom-up Modeling of Local Energy Markets within a Pan-European Wholesale Electricity Market Model
2020 preprint Engineering Electric Power System Optimization Open access

Carlo Schmitt, Kenneth Samaan, Henrik Schwaeppe, Albert Moser

0

citations
Model-agnostic Body Part Relevance Assessment for Pedestrian Detection
2023 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Maurice Günder, Rafet Sifa, Christian Bauckhage

0

citations
Fast model-free standardization and integration of single-cell transcriptomics data
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Yang Xu, Rafael Kramann, Rachel Patton McCord, Sikander Hayat

0

citations