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Papers matching “modeling framework” 1,015

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Design of a semantic information model for automated tape placement systems using OPC-UA
2021 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Digital Transformation in Industry

Alexander Peitz, Philipp Striet, Michael Emonts, Kai Fischer, Christian Brecher

2

citations
ASSUME: An agent-based simulation framework for exploring electricity market dynamics with reinforcement learning
2025 SoftwareX software-paper Engineering Electric Power System Optimization Open access

Nick Harder, Kim K. Miskiw, Manish Khanra, Florian Maurer, Ramiz Qussous, Christof Weinhardt, +3 more

17

citations
Extending an IFC-based Framework to include an Automated CFD-Setup using Pre-Computed Boundary Conditions
2024 Proceedings of BauSIM conference-paper Engineering BIM and Construction Integration Open access

Veronika Richter, Christoph van Treeck, Jérôme Frisch

1

citations
Driver interaction: mathematical modeling and numerical methods
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Vehicle Dynamics and Control Systems Open access

A. Amouri

0

citations
Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Control Systems and Identification Open access

Pavle Milicevic

0

citations
Computational homogenization and data-driven surrogate modeling of mechanical metamaterials
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Cellular and Composite Structures Open access

Hooman Danesh

0

citations
Integrating GIS and BIM for Novel 3D Site Plans Within the Framework of Digital Building-Permits
2026 CRC Press eBooks book-chapter Engineering 3D Modeling in Geospatial Applications Open access

F. Ahmad, R. Becker, J. Blankenbach

0

citations
A novel genetic algorithm-based calibration framework for crystal plasticity parameters in DP780 steels using multiscale mechanical testing
2025 Computational Materials Science article Engineering Microstructure and Mechanical Properties of Steels Open access

Linghao Kong, Manuel Henrich, Sophie Stebner, Sebastian Münstermann

7

citations
Context is all you need: Towards autonomous model-based process design using agentic AI in flowsheet simulations
2026 arXiv (Cornell University) preprint Engineering Process Optimization and Integration Open access

Pascal M. Schäfer, Lukáš Krinke, Martin Wlotzka, Norbert Asprion

1

citations
Light Robustness Framework for Energy System Optimization Models under Demand Uncertainty
2026 International Conference on the European Energy Market (EEM) conference-paper Engineering Integrated Energy Systems Optimization Open access

Lina Fischer, Nils Pelzer, Carolin Guntermann, Albert Moser

0

citations
Development of a Numerical Framework for Microstructure Sensitive Fatigue Life Investigations
2023 conference-paper Engineering Fatigue and fracture mechanics

Manuel Henrich, Michael Dölz, Sebastian Münstermann

1

citations
Thermo-micro-mechanical modeling of shear cutting and flange forming in S700 steel
2025 International Journal of Mechanical Sciences article Engineering Metal Forming Simulation Techniques Open access

Kumutha Ramalingam, Tobias Schmid, Florian Hüsing, Christian Haase, Ulrich Krupp

1

citations
A continuum chemo‐mechano‐biological model for in‐stent restenosis with consideration of hemodynamic effects
2024 GAMM-Mitteilungen article Engineering Elasticity and Material Modeling Open access

Kiran Manjunatha, Anna Ranno, Jianye Shi, Nicole Schaaps, Pakhwan Nilcham, Anne Cornelissen, +3 more

2

citations
Context is all you need: Toward autonomous model‐based process design using agentic AI in flowsheet simulations
2026 AIChE Journal article Engineering Process Optimization and Integration Open access

Pascal Schäfer, Lukáš Krinke, Martin Wlotzka, Norbert Asprion

5

citations
Digital twin framework for the ex-ante evaluation of process-level decarbonisation measures
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Digital Transformation in Industry Open access

Rosario Othen

0

citations
DRAGen – A deep learning supported RVE generator framework for complex microstructure models
2023 Heliyon article Engineering Composite Material Mechanics Open access cited by 1 patent

Manuel Henrich, Niklas C. Fehlemann, Maximilian Neite, Linghao Kong, Fuhui Shen, Markus Könemann, +2 more

32

citations
A general physics-informed neural network framework for fatigue life prediction of metallic materials
2025 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Shuwei Zhou, Manuel Henrich, Zhichao Wei, Feng Feng, Bing Yang, Sebastian Münstermann

44

citations
An Industry 4.0 Semantic Framework for the Inference of Generic Field Device Capabilities
2025 IEEE Open Journal of the Industrial Electronics Society article Engineering Digital Transformation in Industry Open access

Victor Chavez, Jörg F. Wollert

1

citations
Designing a simulation framework to develop and evaluate an eco-routing strategy
2024 International Journal of Vehicle Design article Engineering Traffic control and management Open access

Yiqun Xia, Vincent Quast, Xuejing Luo, Lutz Eckstein

0

citations
A Coupled FE‐FFT Multiscale Framework for Heterogeneous Porous Materials Using preCICE
2026 PAMM article Engineering Composite Material Mechanics Open access

Julian Dahler, Lisa Scheunemann, Sarah Staub

0

citations
A probabilistic bidirectional nonlinear dynamic framework for vibratory compactor-soil interaction with mechanical inertance and hybrid contact
2026 Probabilistic Engineering Mechanics article Engineering Geotechnical Engineering and Underground Structures Open access

Dong Feng

0

citations
Modeling and simulation of electrochemical metallization memory cells for neuromorphic passive crossbar architecture
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Memory and Neural Computing Open access

Rana Walied Ahmad

0

citations
Development of a High-Fidelity Framework to Describe the Process-Dependent Viscoelasticity of a Fast-Curing Epoxy Matrix Resin including Testing, Modelling, Calibration and Validation
2022 Polymers article Engineering Epoxy Resin Curing Processes Open access

Johannes Gerritzen, M. Müller, Jonas Müller, Benjamin Gröger, Niklas Lorenz, Christian Hopmann, +1 more

12

citations
Establishing an Extendable Benchmarking Framework for E-Fulfillment
2020 Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences conference-paper Engineering Urban and Freight Transport Logistics Open access

Magdalena A. K. Lang, Catherine Cleophas

9

citations
Extending the IFC-Based bim2sim Framework to Improve the Accessibility of Thermal Comfort Analysis Considering Future Climate Scenarios
2023 Applied Sciences article Engineering Building Energy and Comfort Optimization Open access

Veronika Richter, Marc Syndicus, Jérôme Frisch, Christoph van Treeck

6

citations