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Papers matching “modeling framework” 235

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pyFOOMB: Python framework for object oriented modeling of bioprocesses
2021 Engineering in Life Sciences article Computer Science Modeling and Simulation Systems Open access

Johannes Hemmerich, Niklas Tenhaef, Wolfgang Wiechert, Stephan Noack

30

citations
A hybrid modeling framework for generalizable and interpretable predictions of ICU mortality across multiple hospitals
2024 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, +1 more

8

citations
Modeling non-deterministic quantum programs for model checking
2025 RWTH Publications (RWTH Aachen) article Computer Science Logic, programming, and type systems Open access

0

citations
neuroAIx-Framework: design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20× faster than biological real-time
2023 Frontiers in Computational Neuroscience article Computer Science Embedded Systems Design Techniques Open access

Kevin Kauth, Tim Stadtmann, Vida Sobhani, Tobias Gemmeke

19

citations
Model-driven development for functional correctness of avionics systems: a verification framework for SysML specifications
2024 CEAS Aeronautical Journal article Computer Science Formal Methods in Verification Open access

Hendrik Kausch, Mathias Pfeiffer, Deni Raco, Bernhard Rumpe⋆

14

citations
Lessons learned from applying model-driven engineering in 5 domains: The success story of the MontiGem generator framework
2023 Science of Computer Programming article Computer Science Model-Driven Software Engineering Techniques

Constantin Buschhaus, Arkadii Gerasimov, Jörg Christian Kirchhof, Judith Michael, Lukas Netz, Bernhard Rumpe⋆, +1 more

18

citations
Bootstrapping OTS-Funcimg pre-training model (Botfip): a comprehensive multimodal scientific computing framework and its application in symbolic regression task
2025 Complex & Intelligent Systems article Computer Science Evolutionary Algorithms and Applications Open access

Tianhao Chen, Zeyu Li, Pengbo Xu, Haibiao Zheng

3

citations
Multi-paradigm modelling for cyber–physical systems: a descriptive framework
2021 Software & Systems Modeling article Computer Science Model-Driven Software Engineering Techniques Open access

Moussa Amrani, Dominique Blouin, Robert Heinrich, Arend Rensink, Hans Vangheluwe, Andreas Wortmann

30

citations
What Is the Future of Modeling?
2021 IEEE Software article Computer Science Model-Driven Software Engineering Techniques Open access

Antonio Bucchiarone, Federico Ciccozzi, Leen Lambers, Alfonso Pierantonio, Matthias Tichy, Massimo Tisi, +2 more

45

citations
Ratatoskr: An Open-Source Framework for In-Depth Power, Performance, and Area Analysis and Optimization in 3D NoCs
2021 ACM Transactions on Modeling and Computer Simulation article Computer Science Interconnection Networks and Systems

Jan Moritz Joseph, Lennart Bamberg, Imad Hajjar, Behnam Razi Perjikolaei, Alberto García-Ortiz, Thilo Pionteck

8

citations
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models
2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more

11

citations
A Semantic Model for Interacting Cyber-Physical Systems
2021 Electronic Proceedings in Theoretical Computer Science article Computer Science Formal Methods in Verification Open access

Benjamin Lion, Farhad Arbab, Carolyn Talcott

6

citations
A semantic model for interacting cyber-physical systems
2022 Journal of Logical and Algebraic Methods in Programming article Computer Science Formal Methods in Verification Open access

Benjamin Lion, Farhad Arbab, Carolyn Talcott

3

citations
A formal framework for distributed cyber-physical systems
2022 Journal of Logical and Algebraic Methods in Programming article Computer Science Logic, programming, and type systems Open access

Benjamin Lion, Farhad Arbab, Carolyn Talcott

2

citations
Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support
2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Daniel Buschmann, Tobias Schulze, Chrismarie Enslin, Robert Heinrich Schmitt

11

citations
A Unifying Framework for Reinforcement Learning and Planning
2022 Frontiers in Artificial Intelligence article Computer Science Reinforcement Learning in Robotics Open access cited by 1 patent

Thomas M. Moerland, Joost Broekens, Aske Plaat, Catholijn M. Jonker

16

citations
S23-03: A qualified open-source framework for precision toxicology by integration of PBK with mechanism-based quantification of AOPs
2023 Toxicology Letters article Computer Science Computational Drug Discovery Methods

Stephan Schaller, Alicia Paini, Pavel Balazki, R. Geci, S. Proenca, Nynke I. Kramer, +2 more

0

citations
A Flexible Framework for Expectation Maximization-Based MIMO System Identification for Time-Variant Linear Acoustic Systems
2023 IEEE Open Journal of Signal Processing article Computer Science Speech and Audio Processing Open access

Tobias Kabzinski, Peter Jax

3

citations
HoloPointNet MICCAI 2025 Model Checkpoints, Data, and Reproducibility Artifacts
2025 article Computer Science 3D Shape Modeling and Analysis Open access

Ankit Amrutkar, Ahmet Nazlioglu, Björn Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, +1 more

0

citations
Knowledge PET3D: An interpretable framework for 3D near-miss detection in thermal traffic video
2026 Expert Systems with Applications article Computer Science Video Surveillance and Tracking Methods Open access

Arnd Pettirsch, Álvaro García

0

citations
Dual phase‐field model for immiscible fluid flow through fractured unsaturated porous media
2024 PAMM article Computer Science Advanced Mathematical Modeling in Engineering Open access

Yousef Heider, Bernd A. Markert

3

citations
Quantum physics using weighted model counting
2026 Journal of Physics A Mathematical and Theoretical article Computer Science Quantum Computing Algorithms and Architecture Open access

Joon‐Hyung Lee, Alfons Laarman

1

citations
Towards a Common Language for Digital Specimens: Exploring the openDS Data Model
2025 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access

Wouter Addink, Sam Leeflang

1

citations
C anton MT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation
2024 ACM Transactions on Asian and Low-Resource Language Information Processing article Computer Science Natural Language Processing Techniques

Kung Yin Hong, Lifeng Han, Riza Batista-Navarro, Goran Nenadić

1

citations
RSMM: A focus area maturity model for research software projects
2026 Information and Software Technology article Computer Science Software Engineering Techniques and Practices Open access

Deekshitha, Rena Bakhshi, Jason Maassen, Carlos Martínez-Ortiz, Rob V. van Nieuwpoort, Antti Knutas, +1 more

1

citations