Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Jason A. Platt"'
Publikováno v:
Journal of Advances in Modeling Earth Systems, Vol 15, Iss 12, Pp n/a-n/a (2023)
Abstract The immense computational cost of traditional numerical weather and climate models has sparked the development of machine learning (ML) based emulators. Because ML methods benefit from long records of training data, it is common to use data
Externí odkaz:
https://doaj.org/article/b2fb9489890245869709bb8a9be9e472
Autor:
Michael Goodliff, T. C. Chen, Timothy A Smith, Jason A. Platt, Henry D. I. Abarbanel, Hsin-Yi Lin, Stephen G. Penny
Publikováno v:
Journal of Advances in Modeling Earth Systems. 14
Data assimilation (DA) is integrated with machine learning in order to perform entirely data-driven online state estimation. To achieve this, recurrent neural networks (RNNs) are implemented as surrogate models to replace key components of the DA cyc
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d45940de37656aca3a43b33675556baa
https://doi.org/10.1029/2021ms002843
https://doi.org/10.1029/2021ms002843
A reservoir computer (RC) is a type of simplified recurrent neural network architecture that has demonstrated success in the prediction of spatiotemporally chaotic dynamical systems. A further advantage of RC is that it reproduces intrinsic dynamical
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::388223bf5093637e33c1b4e80eb46e9e
Using methods from nonlinear dynamics and interpolation techniques from applied mathematics, we show how to use data alone to construct discrete time dynamical rules that forecast observed neuron properties. These data may come from from simulations
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c3bf38d3f91a0def4f2b8b792ec519ef
https://doi.org/10.1101/2021.12.03.471194
https://doi.org/10.1101/2021.12.03.471194
Publikováno v:
Journal of Geophysical Research: Solid Earth. 126
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b6fade46adf0b07d45073c368ff1619a
https://doi.org/10.1029/2020jb021302
https://doi.org/10.1029/2020jb021302
Publikováno v:
IEEE Transactions on Vehicular Technology. 67:10366-10377
We present a convex optimization control method that has been shown in simulations to increase the fuel efficiency of a plug-in hybrid electric vehicle by over 10%. Using information on energy demand and energy use profiles, the problem is defined to
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::36c5bd1d51ce79e9057eedd45706be41
https://doi.org/10.1109/tvt.2018.2866801
https://doi.org/10.1109/tvt.2018.2866801
Publikováno v:
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 868:93-97
A wide-band vertical instability feedback control system in development at CERN requires 1–1.5 GHz of bandwidth for the entire processing chain, from the beam pickups through the feedback signal digital processing to the back-end power amplifiers a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3adef8f6bb7c305ca2473a535009b468
https://doi.org/10.1016/j.nima.2017.06.029
https://doi.org/10.1016/j.nima.2017.06.029
Autor:
Deanna S. Carvalho, Jason J. Platt
Publikováno v:
Eco-Informed Practice ISBN: 9783030149536
Indigenous cultures live in symbiosis with the natural world and do not perceive a divide or separation between humans and nature. Accordingly they view health and sickness from a very different standpoint than modern Western societies and the mainst
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::372401bf62e024195240becf12fe75e7
https://doi.org/10.1007/978-3-030-14954-3_8
https://doi.org/10.1007/978-3-030-14954-3_8
Publikováno v:
Single-Session Therapy by Walk-In or Appointment ISBN: 9781351112437
Single-Session Therapy by Walk-In or Appointment
Single-Session Therapy by Walk-In or Appointment
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f390c22f6238ea341c57f99c8fe83852
https://doi.org/10.4324/9781351112437-8
https://doi.org/10.4324/9781351112437-8