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A scientific benchmark for elasto-plastic constitutive modeling - Part II: blind predictions, calibration strategies, and benchmark results2026 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, +7 more
3citations -
A scientific benchmark for elasto-plastic constitutive modeling - Part II: blind predictions, calibration strategies, and benchmark results2026 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, +7 more
0citations -
The ESAFORM benchmark 2023: interlaboratory comparison benchmark for the characterization of microstructural grain growth and dynamic recrystallization kinetics of a single-phase Ni-base superalloy2025 International Journal of Material Forming article Engineering Metallurgy and Material Forming Open access
Julen Agirre, Daniel Bernal, Baptiste Flipon, Marc Bernacki, Holger Brüggemann, David Benjamin Bailly, +15 more
2citations -
MultiCorrupt: A Multi-Modal Robustness Dataset and Benchmark of LiDAR-Camera Fusion for 3D Object Detection2024 IEEE Intelligent Vehicles Symposium conference-paper Engineering Autonomous Vehicle Technology and Safety cited by 2 patents
Till Beemelmanns, Quan Zhang, Christian Geller, Lutz Eckstein
13citations -
ESAFORM benchmark 2024: study on the geometric accuracy of a complex shape with single point incremental forming2025 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access
Marthe Vanhulst, Youngrok Lee, Dennis Steinfels, Thomas Bremen, Konrad Perzyński, Hans Vanhove, +30 more
11citations -
Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis code and derived data for: Demographic Shortcuts Account for Most of the Apparent Accuracy of Four-Class Gait-Based Differential Diagnosis in Neurodegenerative Disease: An Interpretability-Driven Audit of Machine Learning on a Public Gait Benchmark0citations
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Analysis of ESAFORM 2021 cup drawing benchmark of an Al alloy, critical factors for accuracy and efficiency of FE simulations2022 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
70citations -
ESAFORM Benchmark 2025: predicting stainless steel PBF-LB part density using statistical, data-driven, and physics-informed machine learning models derived from process parameters and in-situ monitoring data2026 International Journal of Material Forming article Engineering Additive Manufacturing Materials and Processes Open access cited by 1 patent
Medad C.C. Monu, Éanna McCarthy, Abhilash Puthanveettil Madathil, Josiah Cherian Chekotu, Irina Ilic, Merve Nur Doğu, +14 more
4citations -
HetroD: A High-Fidelity Drone Dataset and Benchmark for Autonomous Driving in Heterogeneous Traffic2026 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Engineering Autonomous Vehicle Technology and Safety Open access
Yu-Hsiang Chen, Wei-Jer Chang, Christian Kotulla, Thomas Keutgens, Steffen Runde, Tobias Moers, +4 more
1citations -
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark2021 IEEE Transactions on Electron Devices article Engineering Advanced Memory and Neural Computing Open access
Giacomo Pedretti, Piergiulio Mannocci, Can Li, Zhong Sun, John Paul Strachan, Daniele Ielmini
11citations -
MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision2024 Biomedizinische Technik/Biomedical Engineering article Engineering 3D Shape Modeling and Analysis Open access
Jianning Li, Zongwei Zhou, Jiancheng Yang, Antonio Pepe, Christina Gsaxner, Gijs Luijten, +93 more
36citations