Greedy maximin distance sampling based model order reduction of prestressed and parametrized abdominal aortic aneurysms

A Schein, MW Gee - Advanced Modeling and Simulation in Engineering …, 2021 - Springer
This work proposes a framework for projection-based model order reduction (MOR) of
computational models aiming at a mechanical analysis of abdominal aortic aneurysms …

Automated optimization of double heater convective polymerase chain reaction devices based on CFD simulation database and artificial neural network model

SH Hong, JI Shu, Y Wang, O Baysal - Biomedical Microdevices, 2021 - Springer
This paper presents a framework for automated optimization of double-heater convective
PCR (DH-cPCR) devices by developing a computational fluid dynamics (CFD) simulation …

Contribution to the development of a methodology to build indoor overheating vulnerability maps at the city scale integrating climate change data and urban heat …

O Yaqubi - 2022 - theses.hal.science
The problem of indoor overheating is increasingly becoming a subject of interest to the
scientific community as well as the policy makers in urban planning due to the rise in global …

Однорідні плани багатофакторних експериментів на квазівипадкових R-послідовностях Робертса для сурогатного моделювання у вихрострумовій …

ВЯ Гальченко, МД Кошовий… - Радіоелектроніка …, 2022 - er.chdtu.edu.ua
Актуальність. Робота присвячена питанням створення багатофакторних планів
експериментів на основі квазівипадкових рекурсивних R–послідовностей Робертса …

Model Reduction for Biomedical Models in Vascular and Cardiac Mechanics

A Schein - 2023 - mediatum.ub.tum.de
In recent decades, scientists and engineers have benefited greatly from advances in
computational mechanics. A key ingredient for the success of computational methods is the …

Study on the Performance of Machine Learning Algorithms as Surrogate Models for a Representative Model

JN Espinoza Guzmán - 2023 - ntnuopen.ntnu.no
Nowadays, in the engineering areas, modeling and simulation are widely used for
productive and research purposes. They represent a very important discipline, especially in …

[PDF][PDF] Surrogate Modelling for Multicarrier Distribution Networks

G Zhang - 2021 - repository.tudelft.nl
The climate crisis is being paid more attention owing to its notable effects on the
environment glob ally. For the sake of facing the challenge, the European Union (EU) has …

Physics-Guided Learning and Surrogate Modeling for Structural Design and Health Monitoring Applications

AI Özdağlı - 2022 - search.proquest.com
In the last few decades, with the introduction of machine learning, research on the design
and monitoring of civil structures and mechanical systems has evolved into a new era. One …