Zobrazeno 1 - 10
of 35
pro vyhledávání: '"J. N. Kutz"'
Publikováno v:
Geoscientific Model Development, Vol 12, Pp 1525-1539 (2019)
We introduce a new set of algorithmic tools capable of producing scalable, low-rank decompositions of global spatiotemporal atmospheric chemistry data. By exploiting emerging randomized linear algebra algorithms, a suite of decompositions are propose
Externí odkaz:
https://doaj.org/article/bc310abcc94b41368a45065bd57bdd31
Publikováno v:
New Journal of Physics, Vol 23, Iss 3, p 033035 (2021)
Data-driven methods for establishing quantum optimal control (QOC) using time-dependent control pulses tailored to specific quantum dynamical systems and desired control objectives are critical for many emerging quantum technologies. We develop a dat
Externí odkaz:
https://doaj.org/article/84ae3ba6ed774465ac7a0e92da1dfdb1
Publikováno v:
Journal of Geophysical Research: Solid Earth. 127
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::46fd894d963f5b6100cb8fb375f8afd9
https://doi.org/10.1029/2022jb024144
https://doi.org/10.1029/2022jb024144
Autor:
Thomas D. Rea, Diya Sashidhar, Jason Coult, Peter J. Kudenchuk, Jennifer Blackwood, Shiv Bhandari, Heemun Kwok, J. N Kutz
Publikováno v:
Circulation. 142
Background: Current resuscitation protocols require pausing cardiopulmonary resuscitation (CPR) to check for a pulse. However, pausing CPR during a pulseless rhythm worsens patient outcome. We designed an ECG-based algorithm that predicts pulse statu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::283a48db3f03ae4a9d7a320943731881
https://doi.org/10.1161/circ.142.suppl_4.298
https://doi.org/10.1161/circ.142.suppl_4.298
Data-driven methods for establishing quantum optimal control (QOC) using time-dependent control pulses tailored to specific quantum dynamical systems and desired control objectives are critical for many emerging quantum technologies. We develop a dat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77438a357f2f4659f9579a034cf68f78
http://arxiv.org/abs/2010.14577
http://arxiv.org/abs/2010.14577
Publikováno v:
SIAM Journal on Applied Mathematics. 76:2099-2122
Choosing a limited set of sensor locations to characterize or classify a high-dimensional system is an important challenge in engineering design. Traditionally, optimizing the sensor locations involves a brute-force, combinatorial search, which is NP
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bef0fa6fc87cac3d91b5fefcfb415137
https://doi.org/10.1137/15m1036713
https://doi.org/10.1137/15m1036713
Autor:
David J. Caldwell, J. N. Kutz, Andrew L. Ko, Bingni W. Brunton, Jeffrey G. Ojemann, Jeneva A. Cronin, Kelly L. Collins, Rajesh P. N. Rao, Kurt E. Weaver
Publikováno v:
Journal of neural engineering
Objective. Electrical stimulation of the human brain is commonly used for eliciting and inhibiting neural activity for clinical diagnostics, modifying abnormal neural circuit function for therapeutics, and interrogating cortical connectivity. However
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::837620c9b3dd326d8389a253f8933339
https://doi.org/10.1088/1741-2552/ab7a4f
https://doi.org/10.1088/1741-2552/ab7a4f
Publikováno v:
Proceedings. Mathematical, Physical, and Engineering Sciences
Hybrid systems are traditionally difficult to identify and analyze using classical dynamical systems theory. Moreover, recently developed model identification methodologies largely focus on identifying a single set of governing equations solely from
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7f8042d8a1dee712e2f79059995886a2
http://arxiv.org/abs/1808.03251
http://arxiv.org/abs/1808.03251
Publikováno v:
ICCV Workshops
The Dynamic Mode Decomposition (DMD) is a spatiotemporal matrix decomposition method capable of background modeling in video streams. DMD is a regression technique that integrates Fourier transforms and singular value decomposition. Innovations in co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f2a659268079699b766b6d52b50f40a
https://doi.org/10.1109/iccvw.2017.220
https://doi.org/10.1109/iccvw.2017.220
Publikováno v:
Proceedings. Mathematical, Physical, and Engineering Sciences
We develop an algorithm for model selection which allows for the consideration of a combinatorially large number of candidate models governing a dynamical system. The innovation circumvents a disadvantage of standard model selection which typically l
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b606edaa76ce2da016372cc057be3fa
https://pubmed.ncbi.nlm.nih.gov/28878554
https://pubmed.ncbi.nlm.nih.gov/28878554