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Papers matching “forward modeling” 53

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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
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
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
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 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
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
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
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
Evaluation of Hysteresis Models for Estimating the Characteristics of High Pressure Solenoid Valves for Mechanical Ventilation
2024 Current Directions in Biomedical Engineering article Engineering Piezoelectric Actuators and Control Open access

Felix Röhren, Ines Groß-Weege, Steffen K. Leonhardt, Marian Walter

0

citations
Theory and implementation of inelastic Constitutive Artificial Neural Networks
2024 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

Hagen Holthusen, Lukas Lamm, Tim Brepols, Stefanie Reese, Ellen Kuhl

84

citations
Large eddy simulation of iron oxide formation in a laboratory spray flame
2023 Applications in Energy and Combustion Science article Engineering Combustion and flame dynamics Open access

Fabian Fröde, Temistocle Grenga, Sophie Dupont, Reinhold Kneer, Ricardo Tischendorf, Orlando Massopo, +2 more

15

citations
Joint Power and Data Allocation in Multi-Carrier Full-Duplex Relaying Networks Operating With Finite Blocklength Codes
2021 IEEE Transactions on Wireless Communications article Engineering Full-Duplex Wireless Communications

Xiaopeng Yuan, Yulin Hu, Bo Li, Eduard Axel Jorswieck, Anke Schmeink

18

citations
HYVE: Hybrid Vertex Encoder for Neural Distance Fields
2026 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis Open access

Stefan Rhys Jeske, Jonathan Klein, Dominik Ludewig Michels, Jan Bender

0

citations
Adjoint-based sensitivity analysis of steady char burnout
2021 RWTH Publications (RWTH Aachen) article Engineering Coal Combustion and Slurry Processing

Ahmed Hassan, Taraneh Sayadi, Vincent Le Chenadec, Heinz G. Pitsch, Antonio Attili

8

citations
Laser Phase Noise in Ring Resonator Assisted Direct Detection Data Transmission
2020 IEEE Journal of Selected Topics in Quantum Electronics article Engineering Optical Network Technologies Open access

Jovana Nojić, Alireza Tabatabaei-Mashayekh, Talha Rahman, Alvaro Moscoso‐Mártir, Florian Merget, Xu Sun, +1 more

6

citations
Influence of asymmetric strip tension on surface roughness transfer in skin-pass rolling with small roll radius under dry conditions
2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access

Mengmeng Zhang, Christopher Schulte, Emad Scharifi, Sebastian Stemmler, David Benjamin Bailly

0

citations