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Papers matching “modeling framework” 1,015

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Quantifying the Influence of Combined Lung and Kidney Support Using a Cardiovascular Model and Sensitivity Analysis-Informed Parameter Identification
2024 arXiv (Cornell University) preprint Engineering Mechanical Circulatory Support Devices Open access

Jan‐Niklas Thiel, Ana Martins Costa, Bettina Wiegmann, Jutta Arens, Ulrich Steinseifer, Michael Neidlin

0

citations
Dynamic Modeling, Analysis, and Validation of Dual-Port Grid-Forming Control for Hybrid AC/DC Systems
2025 arXiv (Cornell University) preprint Engineering Microgrid Control and Optimization Open access

Irina Subotić, Dominic Groß, Alexander Winkens, Florian Klein-Helmkamp, Andreas Ulbig

0

citations
STARK: A Unified Framework for Strongly Coupled Simulation of Rigid and Deformable Bodies with Frictional Contact
2024 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Engineering Dynamics and Control of Mechanical Systems

José Antonio Fernández-Fernández, Stefan Laible, Kai O. Arras, Jan Bender

12

citations
Modeling disruptive events in renewable energy supply: A review
2025 Sustainable Energy Technologies and Assessments review Engineering Integrated Energy Systems Optimization Open access

Jann Michael Weinand, Maximilian Hoffmann, Detlef Stolten

3

citations
Modeling disruptive events in renewable energy supply: A review
2025 Sustainable Energy Technologies and Assessments article Engineering Integrated Energy Systems Optimization Open access

Jann Michael Weinand, Maximilian Hoffmann, Detlef Stolten

0

citations
Data-driven modeling for evaluating deformation of a deep excavation near existing tunnels
2025 Underground Space article Engineering Geotechnical Engineering and Analysis Open access

Fengwen Lai, Songyu Liu, Jim S. Shiau, Mingpeng Liu, Guojun Cai, Ming Yu Huang

41

citations
Sensitivity analysis and uncertainty quantification in predictive modeling of proton-exchange membrane electrolytic cells
2024 Journal of Power Sources article Engineering Fuel Cells and Related Materials Open access cited by 1 patent

Violeta Karyofylli, Yannik Danner, K. Ashoke Raman, Hans Kungl, André Karl, Eva Jodat, +1 more

28

citations
Data-driven modeling of polymer electrolyte fuel cells: Towards predictive analytics with explainable artificial intelligence
2025 Energy and AI article Engineering Fuel Cells and Related Materials Open access

Ali Malek, Max Dreger, Nima Shaigan, Chaojie Song, Kourosh Malek, Jasna Janković, +1 more

22

citations
SEDOS — A FAIR dataset for technologically-detailed modeling of Germany´s energy transition
2026 Energy Reports article Engineering Integrated Energy Systems Optimization Open access

Hedda Gardian, H.J. Gils, Beneharo Reveron Baecker, Samuel Hasselwander, Hendrik Huyskens, Anik Islam, +4 more

1

citations
System Identification for Dynamic Modeling of Large Steering Angle Vehicles
2025 arXiv (Cornell University) preprint Engineering Vehicle Dynamics and Control Systems Open access

Simone Baratto, Giancarlo Ferrari‐Trecate

1

citations
The impact of buffer tank size on explicit flexibility in residential buildings: A model predictive control analysis
2026 Journal of Energy Storage article Engineering Smart Grid Energy Management Open access

Felix Stegemerten, Ronja Hestert, Fabian Römer, Martin Rätz, Dirk Müller

1

citations
Hole Expansion Performance Assessment of Quenched and Partitioning Steel through a Fully Anisotropic Fracture Modeling
2026 Diffusion and defect data, solid state data. Part B, Solid state phenomena/Solid state phenomena article Engineering Metal Forming Simulation Techniques Open access

Toros Arda Akşen, Zinan Li, Junhe Lian

0

citations
Full-Stack ns-3 Framework for the Evaluation of 5G-NR Beam Management in Non-Standalone Downlink Millimeter-Wave Networks
2022 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) conference-paper Engineering Millimeter-Wave Propagation and Modeling

Aleksandar Ichkov, Onur Atasoy, Petri Mähönen, Ljiljana Simić

2

citations
State-of-Health Diagnostics in Lithium-Ion Batteries: A Methodological Framework for Scalable Mechanical Ageing Assessments
2026 Batteries article Engineering Battery Modeling and Management Open access

Maximilian Graaf, Tim Neugebauer, Niklas Kisseler, Heiner Hans Heimes, Achim Kampker

0

citations
SystemXF: a novel approach for holistic system modeling in aircraft conceptual design
2022 CEAS Aeronautical Journal article Engineering Systems Engineering Methodologies and Applications Open access

Simon Gradel, Eike Stumpf

4

citations
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
2024 arXiv (Cornell University) preprint Engineering Cellular and Composite Structures Open access

Hooman Danesh, Daniele Di Lorenzo, Francisco Chinesta, Stefanie Reese, Tim Brepols

0

citations
A non-isothermal phase-field hydraulic fracture modeling in saturated porous media with convection-dominated heat transport
2023 Acta Geotechnica article Engineering Hydraulic Fracturing and Reservoir Analysis Open access

Cam-Lai Nguyen, Yousef Heider, Bernd A. Markert

24

citations
Model Predictive Control-based dynamic movement primitives for trajectory learning and obstacle avoidance
2025 Robotics and Autonomous Systems article Engineering Robotic Path Planning Algorithms Open access

Burkhard J. Corves

7

citations
Ufil: A Unified Framework for Infrastructure-based Localization
2026 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access

Simon Schäfer, Lucas Hegerath, Marius Molz, Massimo Marcon, Bassam Alrifaee

0

citations
Implementation of a machine learning supported model predictive control for a 5th generation district heating and cooling energy hub
2026 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Kai Droste, Aron Schwartz, K Derzsi, Rahul Karuvingal, Thomas Schreiber, Dirk Müller

6

citations
Purposeful decision-support with Digital Shadows: a model catalog architecture and its implementation for production scheduling in the injection molding domain
2025 International Journal of Production Research article Engineering Digital Transformation in Industry Open access

Patrick Sapel, Aymen Gannouni, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt

3

citations
Safe operation of online learning data driven model predictive control of building energy systems
2023 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Patrick Henkel, Martin Rätz, Alexander Kümpel, Dirk Müller

32

citations
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence
2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer

210

citations
Development of a Maturity Model for the Digital transformation of companies in the context of Construction Industry 4.0
2024 Journal of Information Technology in Construction article Engineering BIM and Construction Integration Open access

Jan‐Iwo Jäkel, Franziska Fischerkeller, Tessa Oberhoff, Katharina Klemt‐Albert

22

citations
The Internet of Production Digital Shadow Reference Model for Worldwide Production Labs
2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access

Judith Michael, István Koren, Iraklis Dimitriadis, Judith Fulterer, Aymen Gannouni, Malte Heithoff, +12 more

4

citations