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Papers matching “EQUATOR Network” 25

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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

9

citations
Newtonian and Lagrangian Neural Networks: A Comparison Towards Efficient Inverse Dynamics Identification
2025 IFAC-PapersOnLine article Engineering Robotic Mechanisms and Dynamics Open access

Minh Trinh, A. René Geist, Josefine Monnet, Stefan Vilceanu, Sebastian Trimpe, Christian Brecher

1

citations
Enhancing D-Band FMCW Radar Tracking for In-Air Writing Through Weakly Supervised Deep Association
2026 IEEE Transactions on Radar Systems article Engineering Radar Systems and Signal Processing Open access

Salah Abouzaid, Leander Nothelle, Nils Pohl

0

citations
Second-Order Traffic Flow Models on Networks
2021 SIAM Journal on Applied Mathematics article Engineering Traffic control and management Open access

Simone Göttlich, Michaël Herty, Salissou Moutari, Jennifer Weißen

12

citations
Distributed nonlinear model predictive control for building energy systems: An ALADIN implementation study
2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

Steffen Eser, Ben Spoek, Augustinus Schütz, Phillip Stoffel, Dirk Müller

7

citations
Cross-Layer Optimal Joint Packet Routing and Blocklength Design for Latency-Sensitive Wireless Communication
2026 IEEE Transactions on Wireless Communications article Engineering Advanced Wireless Network Optimization

Xiaopeng Yuan, Boyao Li, Yulin Hu, Anke Schmeink

0

citations
Latency-Critical Downlink Multiple Access: A Hybrid Approach and Reliability Maximization
2022 IEEE Transactions on Wireless Communications article Engineering Advanced Wireless Network Optimization

Xiaopeng Yuan, Yao Lin Zhu, Yulin Hu, Chao Shen, Anke Schmeink

16

citations
Transfer-learned Kolosov–Muskhelishvili informed neural networks for fracture mechanics
2026 Theoretical and Applied Fracture Mechanics article Engineering Numerical methods in engineering Open access

Shuwei Zhou, Christian Häffner, Shuancheng Wang, Sophie Stebner, Zhen Liao, Bing Yang, +2 more

4

citations
Transfer-learned Kolosov-Muskhelishvili Informed Neural Networks for Fracture Mechanics
2026 RWTH Publications (RWTH Aachen) article Engineering Numerical methods in engineering Open access

Shuwei Zhou, Christian Häffner, Shuancheng Wang, Sophie Stebner, Zhen Liao, Zhichao Wei, +1 more

0

citations
Modeling of equivalent strain in 2D cross-sections of open die forged components using neural networks
2024 Advances in Industrial and Manufacturing Engineering article Engineering Metal Forming Simulation Techniques Open access

Nikhil Vijay Jagtap, Niklas Reinisch, Rasul Abdusalamov, David Benjamin Bailly, Mikhail Itskov

1

citations
Optimal Power Procurement for Green Cellular Wireless Networks Under Uncertainty and Chance Constraints
2025 Entropy article Engineering Electric Power System Optimization Open access

Nadhir Ben Rached, Shyam Mohan Subbiah Pillai, Raul F. Tempone

1

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
Linear Iterative Power Flow Approach Based on the Current Injection Model of Load and Generator
2020 IEEE Access article Engineering Optimal Power Flow Distribution Open access

Behzad Zargar, Antonello Monti, Ferdinanda Ponci, José R. Martí

6

citations
An asymptotic-preserving scheme for isentropic flow in pipe networks
2025 Networks and Heterogeneous Media article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Michael T. Redle, Michaël Herty

0

citations
State Estimation for Medium- and Low-Voltage Distribution Systems Considering Measurement Characteristics and Grounded Slack Bus
2022 IEEE Transactions on Instrumentation and Measurement article Engineering Power System Optimization and Stability

Zhengmei Lu, Wei Yan, Dezhi Huang, Junjie Tang, Ferdinanda Ponci, Antonello Monti

121

citations
Data-driven ANN model for estimating unfrozen water content in the thermo-hydraulic simulation of frozen soils
2025 Computers and Geotechnics article Engineering Soil and Unsaturated Flow Open access

Mingpeng Liu, Peizhi ZHUANG, Raul Fuentes

4

citations
Accelerating the prediction of strain-rate effect for carbon/epoxy composites using constitutive Artificial Neural Networks (CANNs)
2026 Composite Structures article Engineering Mechanical Behavior of Composites Open access

Sanghyun Yoo, Ijaz Aslamsha, Dipankul Bhattacharya, Julia Kowalski, Nathalie Toso, Heinz F. Voggenreiter

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

35

citations
Optimal UAV Trajectory Design for Moving Users in Integrated Sensing and Communications Networks
2023 IEEE Transactions on Intelligent Transportation Systems article Engineering UAV Applications and Optimization

Yiming Li, Xiaopeng Yuan, Yulin Hu, Junan Yang, Anke Schmeink

22

citations
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck

20

citations
Multilevel surrogate modeling of an amine scrubbing process for CO2 capture
2022 AIChE Journal article Engineering Carbon Dioxide Capture Technologies Open access

Dominik P. Goldstein, Mathis Heyer, Dion Jakobs, Eduardo S. Schultz, Lorenz T. Biegler

18

citations
Physics-Informed Neural Networks for the Reynolds Equation with Transient Cavitation Modeling
2024 Lubricants article Engineering Tribology and Lubrication Engineering Open access

Faras Brumand‐Poor, Florian Barlog, Nils Plückhahn, Matteo Thebelt, Niklas Bauer, Katharina Schmitz

16

citations
Machine-learning-augmented domain decomposition method for near-wall turbulence modeling
2024 Physical Review Fluids article Engineering Computational Fluid Dynamics and Aerodynamics

Shiyu Lyu, Jiaqing Kou, Nikolaus A. Adams

12

citations
Study of reaction-diffusion controlled mass transport in stopped-flow fluidics for spatiotemporal multiplexing
2023 Physics of Fluids article Engineering Microfluidic and Capillary Electrophoresis Applications Open access

Marcel Tintelott, Pradnya Gharpure, Yannick Coffinier, Xuan Thang Vu, Alexis Vlandas, Sven Ingebrandt, +1 more

1

citations
Hybrid Fault Detection and Isolation for the Fuel Turbopump Subsystem of the LOX/LNG Expander-Bleed Rocket Engine LUMEN
2026 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Fault Detection and Control Systems Open access

Eldin Kurudzija, Marcos Quiñones-Grueiro, Kai Dresia, Austin Coursey, Gautam Biswas, Jan C. Deeken, +1 more

0

citations

25 results