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Papers matching “machine parameter optimization” 60

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Ada-attention mechanism for intelligent parameter optimization in TBM rock fragmentation: A deep learning approach
2025 Intelligent geoengineering. article Engineering Tunneling and Rock Mechanics Open access

Wencan Guan, Suran Wang, Youliang Chen, Siyu Chen

2

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
Machine-learning integrated multi-domain co-optimization for electrified heavy duty fleets
2025 eTransportation article Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Pekka Rahkola, Mikko H. Pihlatie, Abdul Rahman Khaleel, Christopher Marx, Akshay Sharma, +2 more

1

citations
Integrating Machine Learning and Sustainability in Nonwoven Production: A Case Study Using the FOREST Framework
2025 Applied System Innovation article Energy Energy Efficiency and Management Open access

Rosario Othen, Steven Macpherson, Christian Möbitz, Thomas Gries

0

citations
Machine Learning-Based Dynamic Modeling of Ball Joint Friction for Real-Time Applications
2025 Lubricants article Engineering Vehicle Dynamics and Control Systems Open access

Kai Pfitzer, Lucas Rath, Sebastian Kolmeder, Burkhard J. Corves, Günther Prokop

4

citations
When AI Bends Metal: AI-Assisted Optimization of Design Parameters in Sheet Metal Forming
2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Ahmad Tarraf, Koutaiba El Rifai Kassem-Manthey, Philipp Martin, Lukas Moj, Semih Burak, Christian Terboven, +1 more

1

citations
Eco-friendly production of AgNPs by ultrasound-intensified continuous method, and process evaluation via life cycle assessment and machine learning
2025 Ultrasonics Sonochemistry article Materials Science Nanoparticles: synthesis and applications Open access

Juncheng Hu, Hengyi Zhu, Jiawei Zhang, K. Yang, Ning Xue, Justin Z. Lian, +3 more

4

citations
Machine Learning Lifecycle Management Using Dataspaces for Optimized Machine Parameterization in Recycled Plastic Packaging
2025 Lecture notes in computer science conference-paper Engineering Digital Transformation in Industry

Alexander Nasuta, Sylwia Olbrych, Christoph Quix, Tim Kaluza, Florian Schaller, Sabrina Steinert, +3 more

0

citations
Identification of machine parameters in battery cell production: A comparison of different methods and approaches for mapping parameters
2025 Procedia CIRP article Engineering Digital Transformation in Industry Open access

Wilhelm Jaspers, Arno Schmetz, Achim Kampker

0

citations
Accuracy Optimization of Robotic Machining Using Grey-Box Modeling and Simulation Planning Assistance
2025 Journal of Manufacturing and Materials Processing article Engineering Robotic Mechanisms and Dynamics Open access

Minh Trinh, Michael Königs, Lukas Gründel, Oliver Petrović, Christian Brecher

2

citations
Harnessing the power of quantum chemistry and machine learning for improved synthesis and characterization of functional microgels; 1. Auflage
2025 RWTH Publications (RWTH Aachen) book Materials Science Machine Learning in Materials Science Open access

Thomas Nevolianis

0

citations
Bayesian optimization for extreme high-speed laser material deposition
2025 Journal of Laser Applications article Materials Science Machine Learning in Materials Science Open access

0

citations
Methodik zur Arbeitsvorbereitung mittels Maschinensteuerungs- und Sensordaten für extrusionsbasierte additive Verfahren; 1. Auflage
2025 dissertation Engineering Additive Manufacturing and 3D Printing Technologies Open access

Lea Niwar

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
Out-of-sample estimation for a branch-and-bound algorithm with growing datasets
2025 Journal of Global Optimization article Mathematics Advanced Optimization Algorithms Research Open access

Susanne Saß, Alexander Mitsos, Nikolay Ivanov Nikolov, Angelos Tsoukalas

0

citations
Application of batch learning for boosting high-throughput ab initio success rates and reducing computational effort required using data-driven processes
2025 Electronic Structure article Materials Science Machine Learning in Materials Science Open access

Robin Hilgers, Daniel Wortmann, Stefan Blügel

2

citations
Parameter Identification for Optimized Simulation Models in Mobile Hydraulic Applications
2025 Lecture notes in mechanical engineering conference-paper Engineering Hydraulic and Pneumatic Systems Open access

Bernhard Sender, Johannes Sprink, Katharina Schmitz

0

citations
A High Content Imaging and Machine Learning Approach to Identify the Anti-Cancer Effect of Novel Small Molecules on Brain Cancer Patient-Derived Organoids
2025 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Rizwan Ali, Yassinali Tamboli, Saba M. Alsubaie, Sikander Hayat, Mohamed Boudjelal

0

citations
Safety in safe Bayesian optimization and its ramifications for control
2025 arXiv (Cornell University) preprint Decision Sciences Advanced Bandit Algorithms Research Open access

Christian Fiedler, Johanna Menn, Sebastian Trimpe

0

citations
Large‐Scale Interlaboratory Study Along the Entire Process Chain of Laser Powder Bed Fusion: Bridging Variability, Standards, and Optimization across Metals and Polymers
2025 Advanced Engineering Materials article Engineering Additive Manufacturing Materials and Processes Open access

İhsan Murat Kuşoğlu, Sunidhi Garg, Arvid Abel, Prasanna V. Balachandran, Stephan Barcikowski, Louis Becker, +66 more

8

citations
Parameterized Complexity of Scheduling Unit-TimeJobs with Generalized Precedence Constraints
2025 arXiv (Cornell University) preprint Engineering Scheduling and Optimization Algorithms Open access

Christina Büsing, Maurice Draeger, Corinna Mathwieser

0

citations
Parameterized Complexity of Scheduling Unit-Time Jobs with Generalized Precedence Constraints
2025 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Engineering Scheduling and Optimization Algorithms Open access

0

citations
Solar Flare Forecast: A Comparative Analysis of Machine Learning Algorithms for Predicting Solar Flare Classes
2025 Astronomy article Physics and Astronomy Solar and Space Plasma Dynamics Open access

Julia Bringewald, Olivier Parisot

7

citations
Data-Driven Modeling and Analysis of Reservoir Fluid Behavior: A Machine Learning Approach to PVT Characterization in Heterogeneous Reservoirs
2025 Engineering World article Engineering Reservoir Engineering and Simulation Methods Open access

Charley Iyke Anyadiegwu, Christian Emelu Okalla, Anthony Kerunwa, Chukwuebuka Destiny Uzor, Joy Chiamaka Uzoh, Aniyom Ebenezer Ananiyom, +1 more

1

citations
Datenbasierte Parameteroptimierung der Zellfinalisierung durch maschinelles Lernen im Produktionshochlauf in der Batterieproduktion
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Battery Technologies Research Open access

Sarah Wennemar

0

citations