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Papers matching “benchmark test set” 166

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A new set of test functions for variational physics-informed neural networks in solid mechanics
2026 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access

Nils Radin, Sven Klinkel, Okyay Altay

0

citations
A new set of test functions for variational physics-informed neural networks in solid mechanics
2026 Journal of Computational Physics article Physics and Astronomy Model Reduction and Neural Networks Open access

Nils Radin, Sven Klinkel, Okyay Altay

0

citations
A scientific benchmark for elasto-plastic constitutive modeling - Part I: micro- and macroscopic experimental data set and benchmark problem
2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access

Lorenz MAIER, Erik Walz, M. Hofmann, Joana Rebelo Kornmeier, Rongfei Juan, Junhe Lian, +3 more

1

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

0

citations
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications
2025 Cognitive Computation article Computer Science Domain Adaptation and Few-Shot Learning Open access

Zixu Liu, Qinhao Wu, Yuan Chai, Huan Yu

0

citations
A benchmark for neural network robustness in skin cancer classification
2021 European Journal of Cancer article Medicine Cutaneous Melanoma Detection and Management Open access

Roman Christoph Maron, Justin Gabriel Schlager, Sarah Haggenmüller, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +22 more

65

citations
The Liver Tumor Segmentation Benchmark (LiTS)
2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 8 patents

Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li, Eugene Vorontsov, Avi Ben-Cohen, Georgios A. Kaissis, +92 more

1,254

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

3

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

0

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

0

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

0

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

0

citations
Probabilistic Evaluation of Structural Uncertainty in a Synthetic Geological Benchmark Using GeoBUS
2026 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Ezgi Şatıroğlu, Christin Bobe, Claudia Finger, Francisco Muñoz-Burbano, Florian Wellmann

0

citations
Benchmark Instances for Robust Combinatorial Optimization with Budgeted Uncertainty
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Decision Sciences Risk and Portfolio Optimization Open access

Timo Gersing, Christina Büsing, Arie M. C. A. Koster

0

citations
Analysis of ESAFORM 2021 cup drawing benchmark of an Al alloy, critical factors for accuracy and efficiency of FE simulations
2022 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access

Anne Marie Habraken, Toros Arda Akşen, Rui Amaral, Ehssen Betaieb, Nitin Chandola, Luca Corallo, +33 more

70

citations
Marking strategies for adaptive mesh refinement: An efficiency-focused benchmark study for steady solid and fluid mechanics problems
2026 arXiv (Cornell University) preprint Engineering Advanced Numerical Methods in Computational Mathematics Open access

Oliver Wege, Kaan Atak, Marek Behr, Norbert Hosters

0

citations
Development of a set of patient-centred outcome measures for patients with major injury: Delphi-based consensus recommendations from the International Consortium for Health Outcomes Measurement Major Injury Working Group
2025 EClinicalMedicine article Social Sciences Delphi Technique in Research Open access

Henk van der Wal, Winny Collot d’Escury, Umanga de Silva, Yasmine Saoud, Leanne M. Aitken, Katelyn Carey, +25 more

2

citations
Multimodal Multi-User Surface Recognition With the Kernel Two-Sample Test
2023 IEEE Transactions on Automation Science and Engineering article Engineering Robot Manipulation and Learning Open access

Behnam Khojasteh, Friedrich Solowjow, Sebastian Trimpe, Katherine J. Kuchenbecker

6

citations
Choosing the right MCMC sampler: a systematic benchmark of gradient-free methods
2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

Colin M. Poppelaars, Marcel P. van Daalen

0

citations
Towards a Hybrid MPI Correctness Benchmark Suite
2022 European MPI Users' Group Meeting (EuroMPI) conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Tim Jammer, Alexander Hück, Jan-Patrick Lehr, Joachim Protze, Simon Schwitanski, Christian H Bischof

13

citations
Measuring Complexity and Reproducibility: A Comprehensive Benchmark of LLMs for Multilingual Policy Agenda Topic Annotation
2025 Zenodo (CERN European Organization for Nuclear Research) article Social Sciences Computational and Text Analysis Methods Open access

0

citations
An Improved Oracle Adaption for Bilevel Programs
2024 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Mathematics Advanced Optimization Algorithms Research

Daniel Jungen, Alexander Mitsos

0

citations
Multi-Agent Software Development for Automotive Model-Based Graphical Programming
2026 IEEE Access article Engineering Safety Systems Engineering in Autonomy Open access

Abdelrahman Said Abdalla, Vincent Thie, Joschka Schaub, Markus Eisenbarth, Sung-Yong Lee, Jakob Andert

0

citations
MA-BBOB - Reproducibility and Additional Data
2024 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Furong Ye, Thomas Bäck, Carola Doerr

0

citations
Large-Scale Modeling of Sparse Protein Kinase Activity Data
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more

14

citations