A survey of projection-based model reduction methods for parametric dynamical systems

P Benner, S Gugercin, K Willcox - SIAM review, 2015 - SIAM
Numerical simulation of large-scale dynamical systems plays a fundamental role in studying
a wide range of complex physical phenomena; however, the inherent large-scale nature of …

Review of multi-fidelity models

MG Fernández-Godino - arXiv preprint arXiv:1609.07196, 2016 - arxiv.org
This article provides an overview of multi-fidelity modeling trends. Fidelity in modeling refers
to the level of detail and accuracy provided by a predictive model or simulation. Generally …

Issues in deciding whether to use multifidelity surrogates

M Giselle Fernández-Godino, C Park, NH Kim… - Aiaa Journal, 2019 - arc.aiaa.org
Multifidelity surrogates are essential in cases where it is not affordable to have more than a
few high-fidelity samples, but it is affordable to have as many low-fidelity samples as …

Developing an underwater network of ocean observation systems with digital twin prototypes—a field report from the baltic sea

A Barbie, N Pech, W Hasselbring… - IEEE Internet …, 2021 - ieeexplore.ieee.org
During the research cruise AL547 with RV ALKOR (October 20–31, 2020), a collaborative
underwater network of ocean observation systems was deployed in Boknis Eck (SW Baltic …

FogSurv: A fog-assisted architecture for urban surveillance using artificial intelligence and data fusion

A Munir, J Kwon, JH Lee, J Kong, E Blasch… - IEEE …, 2021 - ieeexplore.ieee.org
Urban surveillance, of which airborne urban surveillance is a vital constituent, provides
situational awareness (SA) and timely response to emergencies. The significance and …

Digital twins that learn and correct themselves

B Moya, A Badías, I Alfaro, F Chinesta… - … Journal for Numerical …, 2022 - Wiley Online Library
Digital twins can be defined as digital representations of physical entities that employ real‐
time data to enable understanding of the operating conditions of these entities. Here we …

[PDF][PDF] Survey of multi-fidelity surrogate models and their applications in the design and optimization of engineering equipment

周奇, 杨扬, 宋学官, 韩忠华, 程远胜… - Journal of Mechanical …, 2020 - qikan.cmes.org
Multi-fidelity (MF) surrogate models have attracted significant attention recently in
engineering design optimization since they can make a trade-off between high prediction …

[图书][B] Handbook of Dynamic Data Driven Applications Systems

F Darema, E Blasch, S Ravela, AJ Aved - 2023 - Springer
All rights are solely and exclusively licensed by the Publisher, whether the whole or part of
the material is concerned, specifically the rights of translation, reprinting, reuse of …

[PDF][PDF] 变可信度近似模型及其在复杂装备优化设计中的应用研究进展

周奇, 杨扬, 宋学官, 韩忠华, 程远胜, 胡杰翔… - 机械工程 …, 2020 - scholar.archive.org
变可信度近似模型通过融合不同精度分析模型的数据, 可有效平衡近似模型预测性能和建模成本
之间的矛盾, 在复杂装备优化设计中受到广泛的关注. 综述变可信度近似模型及其在复杂装备 …

Airplane flight safety using error-tolerant data stream processing

S Imai, E Blasch, A Galli, W Zhu, F Lee… - IEEE Aerospace and …, 2017 - ieeexplore.ieee.org
Ubiquitous sensing is pervasive in society for such applications as biometrics for health
care, smart grids for power delivery, and avionics for transportation safety [1]. As society …