reduced order Latest Research Papers

Non-Intrusive Reduced Order Modeling of Convection Dominated Flows Using Artificial Neural Networks with Application to Rayleigh-Taylor Instability

Communications in Computational Physics ◽

10.4208/cicp.oa-2020-0064 ◽

2022 ◽

Vol 30 (1) ◽

pp. 97-123

Author(s):

Zhen Gao

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Reduced Order Modeling ◽

Taylor Instability ◽

Reduced Order ◽

Rayleigh Taylor Instability ◽

Artificial Neural ◽

Convection Dominated

A hierarchical output-only Bayesian approach for online vibration-based crack detection using parametric reduced-order models

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108558 ◽

2022 ◽

Vol 167 ◽

pp. 108558

Author(s):

K.E. Tatsis ◽

K. Agathos ◽

E.N. Chatzi ◽

V.K. Dertimanis

Keyword(s):

Bayesian Approach ◽

Crack Detection ◽

Reduced Order Models ◽

Reduced Order ◽

Output Only

Intrusive and data-driven reduced order modelling of the rotating thermal shallow water equation

Applied Mathematics and Computation ◽

10.1016/j.amc.2022.126924 ◽

2022 ◽

Vol 421 ◽

pp. 126924

Author(s):

Bülent Karasözen ◽

Süleyman Yıldız ◽

Murat Uzunca

Keyword(s):

Shallow Water ◽

Shallow Water Equation ◽

Data Driven ◽

Reduced Order ◽

Reduced Order Modelling

A Novel Iterative Penalty Method to Enforce Boundary Conditions in Finite Volume POD-Galerkin Reduced Order Models for Fluid Dynamics Problems

Communications in Computational Physics ◽

10.4208/cicp.oa-2020-0059 ◽

2022 ◽

Vol 30 (1) ◽

pp. 34-66

Author(s):

S. Kelbij Star

Keyword(s):

Fluid Dynamics ◽

Boundary Conditions ◽

Finite Volume ◽

Penalty Method ◽

Reduced Order Models ◽

Reduced Order ◽

Dynamics Problems ◽

Iterative Penalty Method

A reduced-order characteristic finite element method based on POD for optimal control problem governed by convection–diffusion equation

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114538 ◽

2022 ◽

Vol 391 ◽

pp. 114538

Author(s):

Junpeng Song ◽

Hongxing Rui

Keyword(s):

Finite Element Method ◽

Optimal Control ◽

Finite Element ◽

Optimal Control Problem ◽

Diffusion Equation ◽

Control Problem ◽

Reduced Order ◽

Convection Diffusion ◽

Convection Diffusion Equation ◽

Characteristic Finite Element

Learning new physical descriptors from reduced-order analysis of bubble dynamics in boiling heat transfer

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2021.122501 ◽

2022 ◽

Vol 186 ◽

pp. 122501 ◽

Cited By ~ 1

Author(s):

Arif Rokoni ◽

Lige Zhang ◽

Tejaswi Soori ◽

Han Hu ◽

Teresa Wu ◽

...

Keyword(s):

Heat Transfer ◽

Boiling Heat Transfer ◽

Bubble Dynamics ◽

Reduced Order ◽

Order Analysis

Physics-based sound radiation estimation from multiple speakers by combined lumped parameter and reduced-order finite element modeling

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108585 ◽

2022 ◽

Vol 167 ◽

pp. 108585

Author(s):

S. van Ophem ◽

W. Desmet

Keyword(s):

Finite Element ◽

Finite Element Modeling ◽

Sound Radiation ◽

Reduced Order ◽

Element Modeling ◽

Lumped Parameter

Reduced Order AC Microgrid Model for Secondary Controller Design Using dq Reference Frame

Electric Power Systems Research ◽

10.1016/j.epsr.2022.107781 ◽

2022 ◽

Vol 206 ◽

pp. 107781

Author(s):

Hashim A. Al Hassan ◽

Thamer Alharbi ◽

Zhi-Hong Mao ◽

Brandon M. Grainger

Keyword(s):

Reference Frame ◽

Controller Design ◽

Reduced Order ◽

Ac Microgrid

Data-driven temperature estimation of non-contact solids using deep-learning reduced-order models

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2021.122383 ◽

2022 ◽

Vol 185 ◽

pp. 122383

Author(s):

Genghui Jiang ◽

Ming Kang ◽

Zhenwei Cai ◽

Yingzheng Liu ◽

Weizhe Wang

Keyword(s):

Deep Learning ◽

Data Driven ◽

Reduced Order Models ◽

Temperature Estimation ◽

Reduced Order

Reduced-order kinetic Monte Carlo model to simulate water diffusion in biodegradable polymers

Computational Materials Science ◽

10.1016/j.commatsci.2021.111141 ◽

2022 ◽

Vol 203 ◽

pp. 111141

Author(s):

Jesse M. Sestito ◽

Tequila A.L. Harris ◽

Yan Wang

Keyword(s):

Monte Carlo ◽

Biodegradable Polymers ◽

Kinetic Monte Carlo ◽

Monte Carlo Model ◽

Water Diffusion ◽

Order Kinetic ◽

Reduced Order

reduced order
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

Non-Intrusive Reduced Order Modeling of Convection Dominated Flows Using Artificial Neural Networks with Application to Rayleigh-Taylor Instability

A hierarchical output-only Bayesian approach for online vibration-based crack detection using parametric reduced-order models

Intrusive and data-driven reduced order modelling of the rotating thermal shallow water equation

A Novel Iterative Penalty Method to Enforce Boundary Conditions in Finite Volume POD-Galerkin Reduced Order Models for Fluid Dynamics Problems

A reduced-order characteristic finite element method based on POD for optimal control problem governed by convection–diffusion equation

Learning new physical descriptors from reduced-order analysis of bubble dynamics in boiling heat transfer

Physics-based sound radiation estimation from multiple speakers by combined lumped parameter and reduced-order finite element modeling

Reduced Order AC Microgrid Model for Secondary Controller Design Using dq Reference Frame

Data-driven temperature estimation of non-contact solids using deep-learning reduced-order models

Reduced-order kinetic Monte Carlo model to simulate water diffusion in biodegradable polymers

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reduced orderRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

Non-Intrusive Reduced Order Modeling of Convection Dominated Flows Using Artificial Neural Networks with Application to Rayleigh-Taylor Instability

A hierarchical output-only Bayesian approach for online vibration-based crack detection using parametric reduced-order models

Intrusive and data-driven reduced order modelling of the rotating thermal shallow water equation

A Novel Iterative Penalty Method to Enforce Boundary Conditions in Finite Volume POD-Galerkin Reduced Order Models for Fluid Dynamics Problems

A reduced-order characteristic finite element method based on POD for optimal control problem governed by convection–diffusion equation

Learning new physical descriptors from reduced-order analysis of bubble dynamics in boiling heat transfer

Physics-based sound radiation estimation from multiple speakers by combined lumped parameter and reduced-order finite element modeling

Reduced Order AC Microgrid Model for Secondary Controller Design Using dq Reference Frame

Data-driven temperature estimation of non-contact solids using deep-learning reduced-order models

Reduced-order kinetic Monte Carlo model to simulate water diffusion in biodegradable polymers

reduced order
Recently Published Documents