From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “algorithm framework” 105

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

A novel genetic algorithm-based calibration framework for crystal plasticity parameters in DP780 steels using multiscale mechanical testing
2025 Computational Materials Science article Engineering Microstructure and Mechanical Properties of Steels Open access

Linghao Kong, Manuel Henrich, Sophie Stebner, Sebastian Münstermann

7

citations
UR-EARL: A framework for designing underwater robots using evolutionary algorithm-driven reinforcement learning
2025 Ocean Engineering article Engineering Underwater Vehicles and Communication Systems Open access

Cagatay Sariman, Ahmed Hallawa, Anke Schmeink

6

citations
Benchmarking the Transferability of Real‐Time State of Charge Algorithms to Sodium‐Ion Cells Using an Open‐Source Diagnostics Framework
2025 Batteries & Supercaps article Engineering Advanced Battery Technologies Research Open access

Katharina Lilith Quade, Elias Hempen, Dominik Jöst, Franziska Berger, Florian Ringbeck, Dirk Uwe Sauer

0

citations
A novel energy management framework for retired battery-integrated microgrid with peak shaving and frequency regulation
2024 Energy article Engineering Microgrid Control and Optimization Open access

Yuyang Wan, Hancheng Zhang, Yuanyuan Hu, Yanbo Wang, Xueshan Liu, Zhe Chen

19

citations
Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning
2026 International Journal of Pavement Research and Technology article Engineering Infrastructure Maintenance and Monitoring Open access

Tiago Tamagusko, Sérgio Copetti Callai, Matheus Gomes Correia, A M Ferreira

2

citations
A Sensitivity Analysis Framework for Gerchberg-Saxton Based Physics-Inspired Neural Networks in Computer-Generated Holography
2026 IEEE Transactions on Computational Imaging article Engineering Advanced Optical Imaging Technologies Open access

Ankit Amrutkar, Bjorn Kampa, Volkmar Schulz, Johannes Stegmaier, Markus Rothermel, Dorit Merhof

0

citations
Benchmarking the transferability of real-time state of charge algorithms to sodium-ion cells using an open-source diagnostics framework
2025 Batteries & Supercaps article Engineering Advanced Battery Technologies Research Open access

0

citations
pymfm—A Python framework for microgrid flexibility management
2023 Software Impacts article Engineering Microgrid Control and Optimization Open access

Amir Ahmadifar, Erdem Gümrükcü, Aytug Yavuzer, Antonello Monti

0

citations
The neurobench framework for benchmarking neuromorphic computing algorithms and systems
2025 Nature Communications article Engineering Advanced Memory and Neural Computing Open access

Jason Yik, Korneel Van den Berghe, Douwe den Blanken, Younes Bouhadjar, Maxime Fabre, Paul Hueber, +89 more

96

citations
datafev—A Python framework for development and testing of management algorithms for electric vehicle charging infrastructures
2023 Software Impacts article Engineering Electric Vehicles and Infrastructure Open access

Erdem Gümrükcü, Amir Ahmadifar, Aytug Yavuzer, F. Ponci, Antonello Monti

14

citations
Addressing Mixed-Integer Nonlinear Energy Management in Hybrid Vehicles: Comparing Genetic Algorithm and Sequential Quadratic Programming Within Model Predictive Control
2026 Energies article Engineering Electric and Hybrid Vehicle Technologies Open access

Ferris Herkenrath, Silas Koßler, Marco Günther, Stefan Pischinger

2

citations
Fine-Tuning a Genetic Algorithm for CAMD: A Screening-Guided Warm Start
2025 Journal of Chemical Information and Modeling article Engineering Process Optimization and Integration Open access

Yifan Wang, Lorenz Fleitmann, Lukas Raßpe-Lange, Niklas V. von der Assen, André Bardow, Kai O. Leonhard

0

citations
A Multi-Form Optimization Framework for Analog Integrated Circuit Sizing
2025 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Analog and Mixed-Signal Circuit Design

Chen Chen, Hongyi Wang, Feng Liang, Thomas Bäck, Hao Wang

5

citations
A Game-Theoretic Framework for Generic Second-Order Traffic Flow Models Using Mean Field Games and Adversarial Inverse Reinforcement Learning
2024 Transportation Science article Engineering Traffic control and management

Zhaobin Mo, Xu Chen, Xuan Sharon Di, Elisa Iacomini, Chiara Segala, Michaël Herty, +1 more

12

citations
A sustainable neuromorphic framework for disease diagnosis using digital medical imaging
2024 Computer Methods and Programs in Biomedicine Update article Engineering Advanced Memory and Neural Computing Open access

Rutwik Gulakala, Marcus Stoffel

5

citations
Robust and Secure Resource Allocation for ISAC Systems: A Novel Optimization Framework for Variable-Length Snapshots
2022 IEEE Transactions on Communications article Engineering Wireless Communication Security Techniques

Dongfang Xu, Xianghao Yu, Derrick Wing Kwan Ng, Anke Schmeink, Robert Schober

173

citations
A modular Python framework for rapid development of advanced control algorithms for energy systems
2025 Applied Energy article Engineering Building Energy and Comfort Optimization Open access

Steffen Eser, Thomas Storek, Fabian Wüllhorst, Stefan Dähling, Jan Gall, Phillip Stoffel, +1 more

13

citations
Framework for the Automated Identification of Possible District Heating Separations to Utilise Present Heat Sources Based on Existing Network Topology
2022 Energies article Engineering Integrated Energy Systems Optimization Open access

Jan Stock, André Xhonneux, Dirk Müller

2

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
NSA-CHG: An Intelligent Prediction Framework for Real-Time TBM Parameter Optimization in Complex Geological Conditions
2025 AI article Engineering Tunneling and Rock Mechanics Open access

Youliang Chen, Wencan Guan, Rafig Azzam, Siyu Chen

5

citations
MASSIVE: A scalable framework for agent-based scheduling of micro-grids using market mechanisms
2025 Energy Informatics article Engineering Smart Grid Energy Management Open access

Jakob M. Fritz, Lea Riebesel, André Xhonneux, Dirk Müller

2

citations
A Machine Learning Framework for Quantifying Chemical Segregation and Microstructural Features in Atom Probe Tomography Data
2023 Microscopy and Microanalysis article Engineering Advanced Materials Characterization Techniques Open access

Alaukik Saxena, Nikita Polin, Navyanth Kusampudi, Shyam Katnagallu, Leopoldo Molina‐Luna, Oliver Gutfleisch, +4 more

20

citations
Assessment Framework for Deployability of Machine Learning Models in Production
2023 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Henrik Heymann, Hendrik Mende, Maik Frye, Robert Heinrich Schmitt

7

citations
Electric Vehicle Charging Station Search in Stochastic Environments
2022 Transportation Science article Engineering Electric Vehicles and Infrastructure

Marianne Guillet, Gerhard Hiermann, Alexander Kröller, Maximilian Schiffer

19

citations
Robustness estimation for state-of-charge of a lithium-ion battery based on feature fusion
2024 Energy Reports article Engineering Advanced Battery Technologies Research Open access

Baozhou Xia, Min Ye, Qiao Wang, Gaoqi Lian, Yan Li, Binrui Zhang, +1 more

8

citations