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Papers matching “machine dynamics” 507

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Adaptive data generation framework for machine learning models in nonlinear structural dynamics
2026 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Model Reduction and Neural Networks Open access

Pavle Milicevic

0

citations
Machine learning in modeling of the dynamics of polymer electrolyte fuel cells
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Fuel Cells and Related Materials Open access

Wei Hua Zou

0

citations
Decentralized Linear Swing Dynamics in a Multi-machine System with Inverters
2020 conference-paper Engineering Microgrid Control and Optimization

Diala Nouti, Dávid Raisz, Ferdinanda Ponci, Antonello Monti

1

citations
Protonation dynamics of confined ethanol–water mixtures in H-ZSM-5 from machine learning-driven metadynamics
2025 Journal of Catalysis article Chemistry Zeolite Catalysis and Synthesis Open access

Princy Jarngal, Benjamin A. Jackson, Simuck F. Yuk, Difan Zhang, Mal-Soon Lee, Maria Cristina Menziani, +3 more

2

citations
How exascale computing can shape drug design: A perspective from multiscale QM/MM molecular dynamics simulations and machine learning-aided enhanced sampling algorithms
2024 Current Opinion in Structural Biology review Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access

Giulia Rossetti, Davide Mandelli

20

citations
Machine learning driven quantification of local bubble dynamics across a pilot scale stirred bioreactor
2026 Chemical Engineering Science article Engineering Fluid Dynamics and Mixing Open access

Emilie Overgaard Willer, Maximilian Siska, Benjamin Petersen, Juliet J. Victoria, Eric von Lieres, John M. Woodley

0

citations
Training Data Selection for Machine Learning-Enhanced Monte Carlo Simulations in Structural Dynamics
2022 Applied Sciences article Engineering Structural Health Monitoring Techniques Open access

Denny Thaler, Leonard Elezaj, Franz Bamer, Bernd A. Markert

19

citations
Social Dynamics in Human-Robot Groups – Possible Consequences of Unequal Adaptation to Group Members Through Machine Learning in Human-Robot Groups
2020 Lecture notes in computer science conference-paper Psychology Death Anxiety and Social Exclusion

Astrid Marieke Rosenthal-Von Der Pütten, Anna M. H. Abrams

7

citations
Spatiotemporal dynamics and machine learning-based risk assessment of heavy metal contamination in surface waters and Nile Tilapia in Egypt
2025 Environmental Challenges article Environmental Science Heavy metals in environment Open access

Mohamed Ali Hussein, Samir Nabhan Shamma, Hani Sewilam, Tamer Shoeib, Anwar Abdelnaser

2

citations
Protonation Dynamics of Confined Ethanol–Water Mixtures in H-ZSM-5 from Machine Learning-Driven Metadynamics
2025 SSRN Electronic Journal preprint Physics and Astronomy Spectroscopy and Quantum Chemical Studies Open access

Princy Jarngal, Benjamin A. Jackson, Simuck F. Yuk, Difan Zhang, Mal‐Soon Lee, Maria Cristina Menziani, +3 more

0

citations
Protonation dynamics of confined ethanol–water mixtures in H-ZSM-5 from machine learning-driven metadynamics
2026 Journal of Catalysis article Physics and Astronomy Spectroscopy and Quantum Chemical Studies Open access

Princy Jarngal, Benjamin A. Jackson, Simuck F. Yuk, Difan Zhang, Mal‐Soon Lee, Maria Cristina Menziani, +3 more

0

citations
Simulating quadrupolar NMR dynamics in solid electrolyte Li 10 GeP 2 S 12
2026 The Journal of Chemical Physics article Engineering Advanced Battery Materials and Technologies Open access

Tabea Huss, Federico Civaia, S. Kocher, Karsten Reuter, Josef Granwehr, Christoph Scheurer

1

citations
Simulating Quadrupolar NMR Dynamics in Solid Electrolyte Li10GeP2S12
2025 ChemRxiv preprint Engineering Advanced Battery Materials and Technologies Open access

Tabea Huss, Federico Civaia, S. Kocher, Karsten Reuter, Josef Granwehr, Christoph Scheurer

0

citations
Online Identification of Dynamic Characteristics for Machine Tool Digital Twin
2021 Proceedings of International Conference on Leading Edge Manufacturing in 21st century LEM21 conference-paper Engineering Advanced machining processes and optimization Open access

Tomoya FUJITA, Tiandong Xi, Sebastian Kehne, Marcel Fey, Christian Brecher

0

citations
Linear and uniform swing dynamics in multimachine converter-based power systems
2020 International Journal of Electrical Power & Energy Systems article Engineering Microgrid Control and Optimization Open access

Dávid Raisz, Deepak Deepak, Ferdinanda Ponci, Antonello Monti

2

citations
ChemRefine: An open-source automated and interoperable platform for machine learning and quantum chemistry simulations
2025 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Ignacio Migliaro, Alistair J. Sterling

0

citations
Development of a machine learning-based surrogate model for friction prediction in textured journal bearings
2024 Friction article Engineering Tribology and Lubrication Engineering Open access

Yujun Wang, Georg Jacobs, Shuo Zhang, Benjamin Klinghart, Florian König

11

citations
Simulation of Raman-Spectra of water using machine learning potentials
2025 Chemical Physics article Biochemistry, Genetics and Molecular Biology Spectroscopy Techniques in Biomedical and Chemical Research Open access

Jan Eckwert, Wassja A. Kopp, Kai O. Leonhard

1

citations
Accurate prediction of structural and mechanical properties on amorphous materials enabled through machine-learning potentials: a case study of silicon nitride
2024 arXiv (Cornell University) preprint Engineering Thin-Film Transistor Technologies Open access

Ganesh Kumar Nayak, Prashanth Srinivasan, Juraj Todt, Rostislav Daniel, Paolo Nicolini, David Holec

1

citations
Machine Learning Isotropic g Values of Radical Polymers
2024 Journal of Chemical Theory and Computation article Materials Science Machine Learning in Materials Science Open access

Davis Thomas Daniel, Souvik Mitra, Rüdiger‐A. Eichel, Diddo Diddens, Josef Granwehr

5

citations
SALTED: a symmetry-adapted machine-learning program for predicting electron-densities in molecules and materials
2026 arXiv (Cornell University) preprint Materials Science Machine Learning in Materials Science Open access

Zekun Lou, Alan M. Lewis, T. Bernhard, Lukas Seifert, Agustin Salcedo, Florian Kleemiss, +2 more

0

citations
A machine-learning-based approach for railway excitation force prediction
2026 Railway Sciences article Engineering Railway Engineering and Dynamics Open access

Hauke Gerjet Schmidt, Gang Chen, Guozhen Jing, Daniel Zinken

0

citations
Scheduling games with machine-dependent priority lists
2021 Research Publications (Maastricht University) article Computer Science Optimization and Search Problems Open access

Vipin Ravindran Vijayalakshmi, Marc Schröder, Tami Tamir

8

citations
Human-Centric Machine Learning for Temporal Knowledge Graphs: Towards Understanding the European Alternative Fuels Market
2022 conference-paper Computer Science Advanced Graph Neural Networks

Robert Jungnickel, Aymen Gannouni, Anas Abdelrazeq, Ingrid Isenhardt

1

citations
Interpretable Machine Learning for Feature-Based Classification of Platelet Activation in Rotary Blood Pumps
2026 Cardiovascular Engineering and Technology article Engineering Mechanical Circulatory Support Devices Open access

Christopher Blum, Michael Neidlin

1

citations