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Papers matching “learning needs” 200

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Event-Triggered Learning for Linear Quadratic Control
2020 IEEE Transactions on Automatic Control article Engineering Control Systems and Identification Open access

Henning Schlüter, Friedrich Solowjow, Sebastian Trimpe

3

citations
Cross-Environment Transfer Learning for Location-Aided Beam Prediction in 5G and Beyond Millimeter-Wave Networks
2025 International Conference on Communications conference-paper Engineering Millimeter-Wave Propagation and Modeling

Aleksandar Ichkov, Marina Petrova, Ljiljana Simić

2

citations
Space-Shaping Through Rhythmic Interventions for Teaching and Learning: Pedagogical Perspectives
2025 Urban Planning article Engineering Design Education and Practice Open access

Robin A. Chang, Pınar Sefkatli

1

citations
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines
2022 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, +3 more

16

citations
Concept for the Evaluation and Prioritization of Machine Learning Use Cases in Industrial Production
2023 conference-paper Engineering Digital Transformation in Industry

Günther Schuh, Marc Uedelhoven

1

citations
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

0

citations
Studying the relationship between window size and other hyperparameters in deep learning-based energy consumption forecasters
2025 RWTH Publications (RWTH Aachen) article Engineering Energy Load and Power Forecasting Open access

0

citations
Uncertainty-aware point cloud segmentation for infrastructure projects using Bayesian deep learning
2024 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Hristo Vassilev Hristo Vassilev, Marius Laska, Jörg Blankenbach

42

citations
Leveraging machine learning to generate a unified and complete building height dataset for Germany
2024 Energy and AI article Engineering 3D Modeling in Geospatial Applications Open access

Kristina Dabrock, Noah Pflugradt, Jann Michael Weinand, Detlef Stolten

9

citations
Auxiliaries’ power and energy demand prediction of battery electric vehicles using system identification and deep learning
2023 IET Intelligent Transport Systems article Engineering Electric and Hybrid Vehicle Technologies Open access

Lukas Schäfers, Kai Franke, René Savelsberg, Stefan Pischinger

8

citations
Using machine learning to predict paperboard properties – a case study
2022 Nordic Pulp & Paper Research Journal article Engineering Material Properties and Processing

Rosario Othen, Frederik Cloppenburg, Thomas Gries

5

citations
UTILE-Pore: Deep Learning-Enabled 3D Analysis of Porous Materials in Polymer Electrolyte Membrane-Based Energy Devices
2025 Journal of The Electrochemical Society article Engineering Fuel Cells and Related Materials Open access

André Colliard-Granero, Salvatore Ranieri, Aimy Bazylak, Tobias Morawietz, K. Andreas Friedrich, Jasna Janković, +2 more

4

citations
Holistic image‐based analysis of damage on concrete surfaces—A multifaceted approach based on supervised machine learning
2024 Structural Concrete article Engineering Infrastructure Maintenance and Monitoring Open access cited by 2 patents

Barış Özcan, David Crampen, Zeno Kratzer, Jörg Blankenbach

4

citations
Use of Machine Learning Algorithms to Develop Grey-box Model Equivalents of Distribution Networks
2021 IEEE International Conference on Compatibility, Power Electronics and Power Engineering conference-paper Engineering Optimal Power Flow Distribution

Sirkka Porada, Carl Albrecht Becker, Albert Moser

2

citations
Machine Learning Framework for Thrombosis Risk Prediction in Rotary Blood Pumps
2025 Zenodo (CERN European Organization for Nuclear Research) software Engineering Mechanical Circulatory Support Devices Open access

0

citations
Intervertebral Disc Labeling With Learning Shape Information, A Look Once Approach
2022 arXiv (Cornell University) preprint Engineering Medical Imaging and Analysis Open access

Reza Azad, Moein Heidari, Julien Cohen‐Adad, Ehsan Adeli, Dorit Merhof

0

citations
Machine Learning Framework for Thrombosis Risk Prediction in Rotary Blood Pumps
2025 Zenodo (CERN European Organization for Nuclear Research) software Engineering Mechanical Circulatory Support Devices Open access

0

citations
Concept for ai‐supported information allocation based on IFC data
2023 ce/papers article Engineering BIM and Construction Integration Open access

Fabian Faltin, Jonathan Gille, Jan‐Iwo Jäkel

0

citations
Student personas and their learner journeys in co-creative curriculum innovation
2025 Discover Education article Engineering Design Education and Practice Open access

S.C. Hallenga-Brink, Åsa Wikberg-Nilsson, Miranda de Hei, Ellen Sjoer, Wilfried Admiraal

1

citations
Technology-enhanced data-driven approach for additive manufacturing education
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Engineering Education and Curriculum Development Open access

Gustavo Melo

0

citations
Manufacturing Process Parameter Optimization: A Comprehensive Review and Research Directions
2026 Management and Production Engineering Review article Engineering Advanced Machining and Optimization Techniques Open access

Akshay Paranjape, Martin Peterek, Robert H. Schmitt

0

citations
How to teach resilience thinking in engineering education
2024 Sustainable and Resilient Infrastructure article Engineering Engineering Education and Curriculum Development Open access

Ann-Kristin Winkens, Clara Lemke, Carmen Leicht-Scholten

6

citations
Data generation framework for inverse modeling of nonlinear systems in structural dynamics applications
2023 Acta Mechanica article Engineering Control Systems and Identification Open access

Pavle Milicevic, Okyay Altay

5

citations
Spatiotemporal Interactive Effects Between Thermal Comfort and Acoustic Quality on University Students’ Performance and Satisfaction in Hong Kong
2026 Buildings article Engineering Building Energy and Comfort Optimization Open access

Dadi Zhang, Amneh Hamida, Kwok-Wai Mui, L.T. Wong

0

citations
assume-framework/assume: v0.5.6 (23th December 2025)
2025 Zenodo (CERN European Organization for Nuclear Research) software Engineering Electric Power System Optimization Open access

Florian Maurer, Nick Harder, Kim K. Miskiw, AndreasEppler, Marie Thederan, Jannik Raskob, +15 more

0

citations