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Papers matching “forward modeling” 96

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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
Characterization of Late Cretaceous to Miocene source rocks in the Eastern Mediterranean Sea: An integrated numerical approach of stratigraphic forward modelling and petroleum system modelling
2020 Basin Research article Engineering Hydrocarbon exploration and reservoir analysis Open access

Sebastian Grohmann, W. Susanne Fietz, Fadi Henri Nader, Maria‐Fernanda Romero‐Sarmiento, François Baudin, Ralf Littke

12

citations
Design and Experimental Evaluation of Model Predictive Control for Autonomous Articulated Dump Trucks
2025 Mining Metallurgy & Exploration article Engineering Vehicle Dynamics and Control Systems Open access

Arash Shahirpour, Tim Reuscher

0

citations
Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling
2025 Computers in Biology and Medicine article Engineering Elasticity and Material Modeling Open access

Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl

14

citations
Experimental investigation of efficient and safe heat pump operation with model-based superheat control
2025 Journal of Physics Conference Series conference-paper Engineering Refrigeration and Air Conditioning Technologies Open access

Florian Will, Matthias Ellinger, Tim Klebig, Christian Vering, Dirk Müller

1

citations
Functional modeling of MMC control and protection
2023 UPCommons institutional repository (Universitat Politècnica de Catalunya) conference-paper Engineering HVDC Systems and Fault Protection Open access

0

citations
Prediction of Ductile Damage in the Process Chain of Caliber Rolling and Forward Rod Extrusion
2020 Procedia Manufacturing article Engineering Metal Forming Simulation Techniques Open access

Till Clausmeyer, Alexander Schowtjak, Shuhan Wang, Robin Gitschel, Oliver Hering, Pavlo Pavliuchenko, +4 more

6

citations
Data-Driven Modeling for Digital Representations in Energy Systems
2026 JuSER (Forschungszentrum Jülich) dissertation Engineering Power System Optimization and Stability Open access

Marcel Zimmer

0

citations
On the transverse diffusion of beams of photons in radiation therapy
2021 Oskar-Bordeaux (Universite de Bordeaux) report Engineering Radiative Heat Transfer Studies

Stéphane Brull

0

citations
Automated geological model updates during TBM operation – An approach based on probabilistic machine learning concepts
2022 Geomechanics and Tunnelling article Engineering Tunneling and Rock Mechanics

Florian Wellmann, Florian Amann, Miguel de la Varga, Nils Chudalla

4

citations
Modeling the moving boundary value problem of electrochemical machining
2023 PAMM article Engineering Advanced Machining and Optimization Techniques Open access

Tim van der Velden, Stephan Ritzert, Stefanie Reese, Johanna Waimann

1

citations
Combined Probabilistic Approach and Stress State Dependency on the Failure Modeling of HPDC Aural-2 Alloy
2022 Key engineering materials article Engineering Metal Forming Simulation Techniques Open access

Yongfa Zhang, Fuhui Shen, Jiang Zheng, Sebastian Münstermann

1

citations
Modeling Material Modifications Using a Process Independent Approach
2020 Procedia Manufacturing article Engineering Microstructure and Mechanical Properties of Steels Open access

David Jaworek, Christian Gierden, Tobias Kinner-Becker, Johanna Waimann, Stefanie Reese

0

citations
Deterministic Global Nonlinear Model Predictive Control with Neural Networks Embedded
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Danimir T. Doncevic, Artur M. Schweidtmann, Yannic Vaupel, Pascal M. Schäfer, Adrian Caspari, Alexander Mitsos

16

citations
Rapid dynamic load estimation procedure for lifting propellers in forward flight
2024 CEAS Aeronautical Journal article Engineering Aeroelasticity and Vibration Control Open access

Felix Möhren, Ole Bergmann, Frank Janser, Carsten Braun, Kai‐Uwe Schröder

1

citations
Approximate Nonlinear Model Predictive Control With Safety-Augmented Neural Networks
2025 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization Open access

Henrik Hose, Johannes Köhler, Melanie N. Zeilinger, Sebastian Trimpe

14

citations
A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials
2023 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow Open access

Mohamad Chaaban, Yousef Heider, WaiChing Sun, Bernd A. Markert

21

citations
Free-field method for inverse characterization of finite porous acoustic materials using feed forward neural networks
2024 The Journal of the Acoustical Society of America article Engineering Acoustic Wave Phenomena Research

Mark Müller-Giebeler, Marco Berzborn, Michael Vorländer

11

citations
A multistage stochastic mixed integer optimization model for the design of a renewable fuel supply chain network under demand uncertainty - Supplementary Materials
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Process Optimization and Integration Open access

0

citations
A multistage stochastic mixed integer optimization model for the design of a renewable fuel supply chain network under demand uncertainty - Supplementary Materials
2025 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Process Optimization and Integration Open access

0

citations
Extension of a Simulation Model of the Freeform Bending Process as Part of a Soft Sensor for a Property Control
2022 Key engineering materials article Engineering Metal Forming Simulation Techniques Open access

Sophie Stebner, Daniel Maier, Ahmed Ismail, Michael Dölz, B. Lohman, Wolfram Volk, +1 more

8

citations
Analyzing Richtmyer–Meshkov Phenomena Triggered by Forward-Triangular Light Gas Bubbles: A Numerical Perspective
2024 Axioms article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Satyvir Singh, Ahmed Hussein Msmali

6

citations
Realistic assessment of forward local energy markets using the PHOENAIX simulation framework
2025 Journal of Physics Conference Series conference-paper Engineering Smart Grid Energy Management Open access

Joel David Schölzel, Michel Seyffart, Thilo Mandelartz, Jonathan Kriwet, Junsong Du, Carla Wüller, +1 more

0

citations
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Autonomous Vehicle Technology and Safety

Dan Ping Jia, Alexander Hermans, Bastian Leibe

49

citations
Artificial Intelligence to Advance Earth Observation: A review of models, recent trends, and pathways forward
2024 IEEE Geoscience and Remote Sensing Magazine article Engineering Remote-Sensing Image Classification Open access

Devis Tuia, Konrad Schindler, Begüm Demir, Xiao Xiang Zhu, Mrinalini Kochupillai, Sašo Džeroski, +8 more

109

citations