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Papers matching “model initialization” 2,888

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Digital Twins in Manufacturing and the Use of Models
2025 University of Regensburg Publication Server (University of Regensburg) conference-paper Engineering Digital Transformation in Industry Open access

Judith Michael, Bernhard Rumpe⋆

1

citations
Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems
2024 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Kevin Linka, Ellen Kuhl

0

citations
Bayesian Optimization of Partially Known Systems using Hybrid Models
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Eike Cramer, Luis Kutschat, Oliver Stollenwerk, Joel A. Paulson, Alexander Mitsos

0

citations
Preclinical models of endometriosis and interstitial cystitis/bladder pain syndrome: an Innovative Medicines Initiative-PainCare initiative to improve their value for translational research in pelvic pain
2021 Pain article Medicine Endometriosis Research and Treatment Open access

Paulina Nuñez‐Badinez, Bianca De Leo, Alexis Laux‐Biehlmann, Anja Hoffmann, Thomas Matthias Zollner, Philippa T. K. Saunders, +16 more

31

citations
Toward Uncertainty‐Aware Hemolysis Modeling: A Universal Approach to Address Experimental Variance
2025 International Journal for Numerical Methods in Biomedical Engineering article Medicine Mechanical Circulatory Support Devices Open access

Christopher Blum, Ulrich Steinseifer, Michael Neidlin

5

citations
Digital twin and trajectory tracking for articulated dump trucks
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Vehicle Dynamics and Control Systems Open access

0

citations
Petrophysical Joint Inversion Applied to Alpine Permafrost Field Sites to Image Subsurface Ice, Water, Air, and Rock Contents
2020 Frontiers in Earth Science article Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access

Coline Mollaret, Florian Wagner, Christin Hilbich, Cristian Scapozza, Christian Hauck

108

citations
Discovering uncertainty: Bayesian constitutive artificial neural networks
2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Linka, Gerhard A. Holzapfel, Ellen Kuhl

37

citations
Big data generation platform for battery faults under real-world variances
2025 Green Energy and Intelligent Transportation article Engineering Battery Modeling and Management Open access cited by 1 patent

Daniel Luder, Wenjiong Cao, Philipp Dechent, Elias Barbers, Stephan Bihn, Lishuo Liu, +3 more

18

citations
Discovering uncertainty: Bayesian constitutive artificial neural networks
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Linka, Gerhard A. Holzapfel, Ellen Kuhl

6

citations
LandS: Vegetation modeling based on Ellenberg's ecological indicator values
2023 MethodsX article Environmental Science Ecology and Vegetation Dynamics Studies Open access

Quintana Rumohr, Volker Grimm, Gottfried Lennartz, Andreas Schäffer, Andreas Toschki, Martina Roß‐Nickoll, +1 more

2

citations
Control-Oriented Gray-Box Modeling for Thermoset Injection Molding
2025 IFAC-PapersOnLine article Engineering Injection Molding Process and Properties Open access

Christopher Schulte, Moritz Mascher, Christoph Zimmermann, Heike Vallery, Christian Hopmann, Sebastian Stemmler

1

citations
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma
2023 medRxiv preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Laurens S. ter Maat, Rob A. J. de Mooij, Isabella A.J. van Duin, Joost J.C. Verhoeff, Sjoerd Geert Elias, Tim Leiner, +19 more

0

citations
An orchestration framework for simulation-based development and verification of cyber-physical systems
2025 RWTH Publications (RWTH Aachen) dissertation Mathematics Modeling and Simulation Systems Open access

0

citations
External validation and updating of prediction models of bleeding risk in patients with cancer receiving anticoagulants
2023 Open Heart article Medicine Venous Thromboembolism Diagnosis and Management Open access

Emmy M. Trinks-Roerdink, GJ Geersing, MEW Hemels, IC van Gelder, Frederikus Albertus Klok, Maarten van Smeden, +2 more

7

citations
Post-Treatment of Micro-Needling with a Dexpanthenol-Containing Ointment Accelerates Epidermal Wound Healing in Human 3D Skin Models
2023 Clinical Cosmetic and Investigational Dermatology article Medicine Dermatologic Treatments and Research Open access

Katharina Weßollek, Yvonne Marquardt, Sylvia Wagner-Schiffler, Jens Malte Baron, Sebastian Huth

5

citations
Study on the Interpretability of Thermal Neural Networks for Permanent Magnet Synchronous Machines
2026 Automotive Innovation article Engineering Electric Motor Design and Analysis Open access

Anna Isabel Ramones, Samuel Kieling, Tobias Brinkmann, Christian Monissen, Markus Eisenbarth, Jakob Andert

4

citations
59 Performance of the mTBI decision rule for early discharge of patients with findings on CT: a center-TBI validation study
2020 Emergency Medicine Journal article Medicine Traumatic Brain Injury Research Open access

Carl Marincowitz, Ewout Willem Steyerberg, Benjamin Yaël Gravesteijn, T. Sheldon, Fiona Elizabeth Lecky

0

citations
Segmented regression to streamline semi-mechanistic pharmacodynamic modelling of antibiotic effects
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Antibiotics Pharmacokinetics and Efficacy Open access

Anh Duc Pham, Wisse van Os, J. S. F. Brink, J. G. Coen van Hasselt, Linda B. S. Aulin

0

citations
Planck 2018 results
2020 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access

Y. Akrami, Frederico Arroja, M. Ashdown, J. Aumont, Carlo Baccigalupi, M. Ballardini, +92 more

698

citations
Accounting for the Competing Risk of Death to Predict Kidney Failure in Adults With Stage 4 Chronic Kidney Disease
2021 JAMA Network Open article Medicine Chronic Kidney Disease and Diabetes Open access

Huda Al‐Wahsh, Navdeep Tangri, Robert Quinn, Ping Liu, Thomas W. Ferguson, Marta F. Fiocco, +3 more

52

citations
Managing knowledge and parameter dependencies with MBSE in textile product development processes
2020 Procedia CIRP article Engineering Systems Engineering Methodologies and Applications Open access

Ricarda Riedel, Georg Jacobs, Christian Konrad, Rahul Kumar Singh, Jonathan Sprehe

9

citations
Quantification of Natural Growth of Two Strains of Mycobacterium Marinum for Translational Antituberculosis Drug Development
2020 Clinical and Translational Science article Medicine Tuberculosis Research and Epidemiology Open access

Rob Christiaan van Wijk, Astrid Marijke van der Sar, Elke H. J. Krekels, Theo Verboom, Herman P. Spaink, Ulrika S. H. Simonsson, +1 more

7

citations
Simulative Investigation of Optimal Multiparameterized Cooling Plate Topologies for Different Battery System Configurations
2023 Energy Technology article Engineering Advanced Battery Technologies Research Open access

Alexander Epp, Finn van Ginneken, Andreas Varchmin, Jürgen Köhler, Dirk Uwe Sauer

2

citations
Benchmarking AI Vibe Coding for Clinical Statistical Analysis: A Structured Evaluation in Pulmonary Hypertension Research
2026 Studies in health technology and informatics book-chapter Medicine Artificial Intelligence in Healthcare and Education Open access

Jeeva Sam, Til Spreuer, M. Berger, Athiththan Yogeswaran, Khodr Tello, Patrick Janetzko, +3 more

0

citations