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Papers matching “machine dynamics” 270

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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
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
Identification of high‐dimensional omics‐derived predictors for tumor growth dynamics using machine learning and pharmacometric modeling
2021 CPT Pharmacometrics & Systems Pharmacology article Mathematics Mathematical Biology Tumor Growth Open access

Laura B. Zwep, Kevin L. W. Duisters, Tingjie Guo, Jacqueline J. Meulman, Parth J. Upadhyay, J. G. Coen van Hasselt

5

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
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
2026 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

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
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
Simulation of Raman-Spectra of water using machine learning potentials
2025 Chemical Physics article Materials Science Machine Learning in Materials Science Open access

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

1

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
Coronary CT angiography derived features for predicting an abnormal pet myocardial perfusion imaging: a machine learning approach
2020 European Heart Journal article Medicine Cardiac Imaging and Diagnostics Open access

Pavlos P. Kafouris, Georgios-Eleftherios Kalykakis, Athanassios Antonopoulos, Panagiotis K. Siogkas, Riccardo Liga, P D Thomas, +9 more

2

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
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
Accurate Simulations of the Reaction of H2on a Curved Pt Crystal through Machine Learning
2021 The Journal of Physical Chemistry Letters article Materials Science Machine Learning in Materials Science Open access

Nick Gerrits

15

citations
Scheduling games with machine-dependent priority lists
2021 Research Publications (Maastricht University) article Engineering Scheduling and Optimization Algorithms Open access

Vipin Ravindran Vijayalakshmi, Marc Schröder, Tami Tamir

8

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
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
Environment Classification Using Machine Learning Methods for Eco-Driving Strategies in Intelligent Vehicles
2022 Applied Sciences article Engineering Autonomous Vehicle Technology and Safety Open access

Jose del C. Julio-Rodríguez, Carlos A. Rojas-Ruiz, Alfredo Santana-Díaz, Rogelio Bustamante-Bello, Ricardo A. Ramírez-Mendoza

19

citations
Engineering of Substrate Tunnel of P450 CYP116B3 though Machine Learning
2023 Catalysts article Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization Open access

Yiheng Liu, Zhongyu Li, Chenqi Cao, Xianzhi Zhang, Shuaiqi Meng, Mehdi D. Davari, +4 more

8

citations
Machine Learning and Political Events: Application of a Semi-supervised Approach to Produce a Dataset on Presidential Cabinets
2025 Social Science Computer Review article Social Sciences Computational and Text Analysis Methods Open access

Bastián González‐Bustamante

1

citations
An online adaptive model for the nonlinear dynamics of fuel cell voltage
2021 Applied Energy article Engineering Fuel Cells and Related Materials Open access

Wei Zou, Dieter Froning, Yan Hua Shi, Werner Lehnert

10

citations
An extended LuGre model for estimating nonlinear frictions in feed drive systems of machine tools
2022 Procedia CIRP article Engineering Dynamics and Control of Mechanical Systems Open access

Tiandong Xi, Tomoya Fujita, Sebastian Kehne, Ryosuke Ikeda, Marcel Fey, Christian Brecher

20

citations
Experimental Determination of Influences of Static Eccentricities on the Structural Dynamic Behavior of a Permanent Magnet Synchronous Machine
2024 Machines article Engineering Electric Motor Design and Analysis Open access

Julius Müller, Marius Franck, Gregor Höpfner, Joerg Berroth, Georg Jacobs, Kay Hameyer

3

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
Newton versus the machine: solving the chaotic three-body problem using deep neural networks
2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

Philip G. Breen, Christopher N. Foley, Tjarda Boekholt, Simon Portegies Zwart

97

citations