Extending the Capabilities of Data-Driven Reduced-Order Models to Make Predictions for Unseen Scenarios: Applied to Flow Around Buildings by Claire E. Heaney, Claire E. Heaney, Xiangqi Liu, Hanna Go, Zef Wolffs, Pablo Salinas, Ionel M. Navon, Christopher C. Pain, Christopher C. Pain, Christopher C. Pain

Subjects: “…data-driven reduced-order modelling…”
Get full text

Regularized dynamic mode decomposition algorithm for time sequence predictions by Xiaoyang Xie, Shaoqiang Tang

Subjects: Get full text

Physically-Based Reduced Order Modelling of a Uni-Axial Polysilicon MEMS Accelerometer by Sarah Zerbini, Alberto Corigliano, Stefano Mariani, Aldo Ghisi

Subjects: Get full text

Adaptive Data-Driven Model Order Reduction for Unsteady Aerodynamics by Peter Nagy, Marco Fossati

Subjects: “…data-driven reduced order modelling…”
Get full text

Modelling the Periodic Response of Micro-Electromechanical Systems through Deep Learning-Based Approaches by Giorgio Gobat, Alessia Baronchelli, Stefania Fresca, Attilio Frangi

Subjects: Get full text

A reduced order model to assist welding parameter setup by Le Guennec Yves, Morville Simon

Subjects: “…reduced order modelling…”
Get full text

Construction of adaptive reduced-order reservoir models based on POD‑DEIM approach by D. S. Voloskov, D. A. Koroteev

Subjects: Get full text

Machine learning and reduced order modelling for the simulation of braided stent deployment by Beatrice Bisighini, Beatrice Bisighini, Beatrice Bisighini, Miquel Aguirre, Miquel Aguirre, Miquel Aguirre, Marco Evangelos Biancolini, Federica Trovalusci, David Perrin, Stéphane Avril, Baptiste Pierrat

Subjects: Get full text

Autoencoding for the "Good Dictionary" of eigenpairs of the Koopman operator by Neranjaka Jayarathne, Erik M. Bollt

Subjects: Get full text

Lower Order Description and Reconstruction of Sparse Scanning Lidar Measurements of Wind Turbine Inflow Using Proper Orthogonal Decomposition by Anantha Padmanabhan Kidambi Sekar, Marijn Floris van Dooren, Andreas Rott, Martin Kühn

Subjects: Get full text

Design of Twin Builder-Based Digital Twin Online Monitoring System for Crane Girders by Baogui Huang, Yanbo Hui, Yonggang Liu, Hongxiao Wang

Subjects: Get full text

Reduced-Order Modelling with Domain Decomposition Applied to Multi-Group Neutron Transport by Toby R. F. Phillips, Claire E. Heaney, Brendan S. Tollit, Paul N. Smith, Christopher C. Pain

Subjects: “…reduced-order modelling…”
Get full text

Frequency-Domain Lifting-Line Aerodynamic Modelling for Wing Aeroelasticity by Riccardo Giansante, Giovanni Bernardini, Massimo Gennaretti

Subjects: Get full text

A Decision Support System for Scenario Analysis in Energy Refurbishment of Residential Buildings by Alberto Giretti, Alessandra Corneli, Berardo Naticchia

Subjects: Get full text

Reduced-order modelling of urban wind environment and gaseous pollutants dispersion in an urban-scale street canyon by Shan Ding, Rui Yang

Subjects: Get full text

Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling by Sibo Cheng, Yufang Jin, Sandy P. Harrison, César Quilodrán-Casas, Iain Colin Prentice, Yi-Ke Guo, Rossella Arcucci

Subjects: Get full text

A physics-based machine learning technique rapidly reconstructs the wall-shear stress and pressure fields in coronary arteries by Benjamin Morgan, Amal Roy Murali, George Preston, Yidnekachew Ayele Sima, Luis Alberto Marcelo Chamorro, Christos Bourantas, Ryo Torii, Anthony Mathur, Andreas Baumbach, Marc C. Jacob, Sergey Karabasov, Rob Krams

Subjects: Get full text

A Hierarchical Design Framework for the Design of Soft Robots by Philip Frederik Ligthart, Martin Philip Venter

Subjects: Get full text

Reduced Order Component & System Level Modelling for Fluid-Solid Interactions in Complex MEMS Devices by Henry Schmidt, David Kriebel, Jan Mehner

Subjects: Get full text

Sparse nonlinear models of chaotic electroconvection by Yifei Guan, Steven L. Brunton, Igor Novosselov

Subjects: Get full text