Non-intrusive reduced order models for partitioned fluid–structure interactions
The main goal of this work is to develop a data-driven Reduced Order Model (ROM) strategy
from high-fidelity simulation result data of a Full Order Model (FOM). The goal is to predict at …
from high-fidelity simulation result data of a Full Order Model (FOM). The goal is to predict at …
Machine-Learning Enhanced Predictors for Accelerated Convergence of Partitioned Fluid-Structure Interaction Simulations
Stable partitioned techniques for simulating unsteady fluid-structure interaction (FSI) are
known to be computationally expensive when high added-mass is involved. Multiple …
known to be computationally expensive when high added-mass is involved. Multiple …
Distributed Adaptive Tracking Control of Hidden Leader-Follower Multi-Agent Systems with Unknown Parameters
J Yang, BG Lee - Mathematics, 2024 - mdpi.com
The distributed leader-follower control of multi-agent systems is discussed. Each agent is
expressed in a discrete-time and non-linear dynamic model with an unknown parameter and …
expressed in a discrete-time and non-linear dynamic model with an unknown parameter and …
Calendering Process MPC using recursive DMDc
Ensuring high quality of various layers within a tire demands efficient process control.
Rubber calendering does not depart from this important evolution of the tire machinery …
Rubber calendering does not depart from this important evolution of the tire machinery …
Online learning of Koopman operator using streaming data from different dynamical regimes
K Loya, P Tallapragada - arXiv preprint arXiv:2407.13940, 2024 - arxiv.org
The paper presents a framework for online learning of the Koopman operator using
streaming data. Many complex systems for which data-driven modeling and control are …
streaming data. Many complex systems for which data-driven modeling and control are …
Recursive calculation of space multi body system dynamics based on data analysis
H Huang - … on Algorithms, High Performance Computing, and …, 2023 - spiedigitallibrary.org
The recursive result of multi body space system dynamics is a dynamic process. In this
process, multiple discrete points can be used to analyze the research objects. The space …
process, multiple discrete points can be used to analyze the research objects. The space …