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Papers matching “computational methods” 1,048

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The Thermo‐Economic Potential of ORC‐Based Pumped‐Thermal Electricity Storage: Insights from the Integrated Design of Processes and Working Fluids
2022 Energy Technology article Engineering Thermodynamic and Exergetic Analyses of Power and Cooling Systems Open access

Dominik Tillmanns, Dominik Pell, Johannes Schilling, André Bardow

16

citations
A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks
2021 Frontiers in Built Environment article Engineering Seismic Performance and Analysis Open access

Franz Bamer, Denny Thaler, Marcus Stoffel, Bernd A. Markert

15

citations
Using Bayesian optimization for warpage compensation in injection molding
2024 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access

Steffen Tillmann, Marek Behr, Stefanie Elgeti

15

citations
Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach
2025 Advanced Modeling and Simulation in Engineering Sciences article Engineering Tribology and Lubrication Engineering Open access

Faras Brumand‐Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz

14

citations
Dynamic Parameter Identification of a Human-Exoskeleton System With the Motor Torque Data
2021 IEEE Transactions on Medical Robotics and Bionics article Engineering Prosthetics and Rehabilitation Robotics

Yinbo Li, Xinyu Guan, Wei Li, Bernhard Penzlin, Kaiqi Liu, Ze Ping Yang, +2 more

14

citations
Application of neural network in steelmaking and continuous casting: A review
2024 Ironmaking & Steelmaking Processes Products and Applications article Engineering Metallurgical Processes and Thermodynamics

Chaojie Zhang

12

citations
Co-Simulation of Multi-Domain Engine and its Integrated Control for Transient Driving Cycles
2020 IFAC-PapersOnLine article Engineering Real-time simulation and control systems Open access

Mario Picerno, Sung-Yong Lee, Joschka Schaub, Markus Ehrly, Federico Millo, Mauro Scassa, +1 more

10

citations
Using drones as reference sensors for neural-networks-based modeling of automotive perception errors
2020 IEEE Intelligent Vehicles Symposium conference-paper Engineering Autonomous Vehicle Technology and Safety cited by 3 patents

Robert Krajewski, Michael Hoss, Adrian Meister, Fabian Thomsen, Julian Bock, Lutz Eckstein

10

citations
Efficient dynamic simulations of planetary journal bearings in wind turbine gearboxes
2025 Forschung im Ingenieurwesen article Engineering Gear and Bearing Dynamics Analysis Open access

Mattheüs Lucassen, Georg Jacobs, Benjamin Lehmann

9

citations
Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
GPU based model-predictive path control for self-driving vehicles
2021 IEEE Intelligent Vehicles Symposium conference-paper Engineering Vehicle Dynamics and Control Systems

Eduard Chajan, Joschua Schulte-Tigges, Michael Reke, Alexander Ferrein, Dominik Matheis, Thomas J. Walter

9

citations
What Is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance?
2023 Mathematics article Engineering Vehicle Dynamics and Control Systems Open access

Robert Ritschel, Felix Krabbes, Rick Voßwinkel, Hendrik Richter

8

citations
Point2FFD: Learning Shape Representations of Simulation-Ready 3D Models for Engineering Design Optimization
2021 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis Open access

Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel

8

citations
Actuator modelling for attitude control using incremental nonlinear dynamic inversion
2020 International Journal of Micro Air Vehicles article Engineering Aerospace Engineering and Control Systems Open access

Dieter Moormann

8

citations
Real-time multibody simulation of vehicle wheel suspensions of different topologies with elastokinematic properties
2024 Multibody System Dynamics article Engineering Vehicle Dynamics and Control Systems Open access

Jan-Lukas Archut, Burkhard J. Corves

7

citations
An efficient conditional GAN-based framework for high-resolution prediction of tyre-pavement contact stresses – a contribution towards a digital twin of the road system
2024 International Journal of Pavement Engineering article Engineering Asphalt Pavement Performance Evaluation Open access

Pengfei Liu, Hancheng Zhang, Yuanyuan Hu, Jinchao Guan, Ventseslav Yordanov

6

citations
3D Heterogeneous Model for Electrodes in Lithium-Ion Batteries and Its Application to a Modified Continuum Model
2023 Batteries article Engineering Advancements in Battery Materials Open access

Mohammadali Mirsalehian, Bahareh Vossoughi, Jörg Kaiser, Stefan Pischinger

6

citations
Inverter Control and its Effect on Copper Losses in Electrical Machines Equipped with Hairpin Winding
2022 International Electric Drives Production Conference conference-paper Engineering Electric Motor Design and Analysis

Robin Krüger, Samar Singh, Patricia Penabad Durán, Kay Hameyer

6

citations
Dynamic Monolayer WSe2 Electrolyte‐Gated Transistor with Coexistent Double Relaxation Timescale for Enhanced Physical Reservoir Computing
2025 Small article Engineering Advanced Memory and Neural Computing

Dongdong Sun, Ao Li, Shaofan Zhao, Z. Xu, Qinghai Tan, Yi Wan, +4 more

6

citations
Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning
2025 Engineering Failure Analysis article Engineering Fatigue and fracture mechanics Open access

Johannes Tlatlik, Nils Rump, Sebastian Münstermann

6

citations
A Digital Perspective on Machine Tool Calibration
2020 International Journal of Automation Technology article Engineering Advanced Measurement and Metrology Techniques Open access

Benjamin Montavon, Philipp Dahlem, Martin Peterek, Robert Heinrich Schmitt

5

citations
Advancing Pressure-Based Flow Rate Soft Sensors: Signal Filtering Effects and Non-Laminar Flow Rate Determination
2025 Journal of Experimental and Theoretical Analyses article Engineering Hydraulic and Pneumatic Systems Open access

Faras Brumand‐Poor, Tim Kotte, Abdulaziz Hanifa, Christian Reese, Marius Hofmeister, Katharina Schmitz

5

citations
Data-driven uncertainty quantification for constrained stochastic differential equations and application to solar photovoltaic power forecast data
2025 Statistics and Computing article Engineering Energy Load and Power Forecasting Open access

Khaoula Ben Chaabane, Ahmed Kebaier, Marco Scavino, Raul F. Tempone

4

citations
A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt

4

citations
Advancing TBM Performance: Integrating Shield Friction Analysis and Machine Learning in Geotechnical Engineering
2024 Geotechnics article Engineering Tunneling and Rock Mechanics Open access

Marcel Schlicke, Helmut Wannenmacher, Konrad Nübel

4

citations