Zobrazeno 1 - 10
of 2 637
pro vyhledávání: '"GARDNER, PAUL A."'
Population-based structural health monitoring (PBSHM), seeks to address some of the limitations associated with data scarcity that arise in traditional SHM. A tenet of the population-based approach to SHM is that information can be shared between suf
Externí odkaz:
http://arxiv.org/abs/2311.03083
Decision-support for the operation and maintenance of structures provides significant motivation for the development and implementation of structural health monitoring (SHM) systems. Unfortunately, the limited availability of labelled training data h
Externí odkaz:
http://arxiv.org/abs/2307.06978
The prospect of informed and optimal decision-making regarding the operation and maintenance (O&M) of structures provides impetus to the development of structural health monitoring (SHM) systems. A probabilistic risk-based framework for decision-maki
Externí odkaz:
http://arxiv.org/abs/2303.13533
Risk-based active learning is an approach to developing statistical classifiers for online decision-support. In this approach, data-label querying is guided according to the expected value of perfect information for incipient data points. For SHM app
Externí odkaz:
http://arxiv.org/abs/2206.12598
Gaining the ability to make informed decisions on operation and maintenance of structures provides motivation for the implementation of structural health monitoring (SHM) systems. However, descriptive labels for measured data corresponding to health-
Externí odkaz:
http://arxiv.org/abs/2206.11616
The practical application of structural health monitoring (SHM) is often limited by the availability of labelled data. Transfer learning - specifically in the form of domain adaptation (DA) - gives rise to the possibility of leveraging information fr
Externí odkaz:
http://arxiv.org/abs/2205.12052
Autor:
Swift, Jonathan J., Andersen, Karina, Arculli, Toby, Browning, Oakley, Ding, Jeffrey, Edwards, Nick, Fanning, Tomas, Geyer, John, Huber, Grace, Jin-Ngo, Dylan, Kelliher, Ben, Kirkpatrick, Colin, Kirkpatrick, Liam, Klink III, Douglas, Lavine, Connor, Lawrence, George, Lawrence, Yousef, Leung, Feng Lin Cyrus, Luebbers, Julien, Myles, Justin, O'Neill, Theo J., Osuna, Jaime, Phipps, Peter, Rahman, Gazi, Rosenbaum, Teddy, Stacey, Holland, Stacey, Piper, Tang, Hadrien, Wood, Asher, Wilcox, Alejandro, Vyhnal, Christopher R., Yang, Grace, Yim, Jennifer, Yin, Yao, Zhang, Jack, Foley, Ryan J., Gardner, Paul, Stafford, Greg, Rowe, David, Ivarsen, Kevin, Hedrick, Richard
Located on the campus of the Thacher School in Southern California, the Thacher Observatory has a legacy of astronomy research and education that dates back to the late 1950's. In 2016, the observatory was fully renovated with upgrades including a ne
Externí odkaz:
http://arxiv.org/abs/2203.02529
Publikováno v:
Mechanical Systems and Signal Processing 181 (2022) 109502
Classification models are a fundamental component of physical-asset management technologies such as structural health monitoring (SHM) systems and digital twins. Previous work introduced risk-based active learning, an online approach for the developm
Externí odkaz:
http://arxiv.org/abs/2201.02555
Autor:
Plute, Tritan, Abou-Al-Shaar, Hussam, Alarifi, Norah, Patel, Aneek, Mallela, Arka N., Baddour, Khalil, Zenonos, Georgios A., McCall, Andrew A., Gardner, Paul A.
Publikováno v:
In American Journal of Otolaryngology--Head and Neck Medicine and Surgery July-August 2024 45(4)
