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pro vyhledávání: '"Sondak, D."'
Neural networks are a central technique in machine learning. Recent years have seen a wave of interest in applying neural networks to physical systems for which the governing dynamics are known and expressed through differential equations. Two fundam
Externí odkaz:
http://arxiv.org/abs/1904.08991
Publikováno v:
In Journal of Computational Physics 15 August 2015 295:596-616
Publikováno v:
In Computer Methods in Applied Mechanics and Engineering 1 December 2014 282:54-70
Publikováno v:
In Fusion Engineering and Design 2011 86(6):1112-1115
Akademický článek
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Autor:
Mattheakis M; John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, USA., Sondak D; John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, USA., Dogra AS; John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, USA.; Department of Mathematics, Imperial College London, London SW7 2AZ, United Kingdom.; EPSRC CDT in Mathematics of Random Systems: Analysis, Modelling and Algorithms, London SW7 2AZ, United Kingdom., Protopapas P; John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138, USA.
Publikováno v:
Physical review. E [Phys Rev E] 2022 Jun; Vol. 105 (6-2), pp. 065305.
Autor:
Oberai, A. A.1 oberaa@rpi.edu, Sondak, D.1
Publikováno v:
International Journal for Numerical Methods in Biomedical Engineering. Feb2011, Vol. 27 Issue 2, p335-344. 10p.
Autor:
Desai SA; Machine Learning Research Group, University of Oxford Eagle House, Oxford OX26ED, United Kingdom., Mattheakis M; John A. Paulson School of Engineering and Applied Sciences, Harvard University Cambridge, Massachusetts 02138, USA., Sondak D; John A. Paulson School of Engineering and Applied Sciences, Harvard University Cambridge, Massachusetts 02138, USA., Protopapas P; John A. Paulson School of Engineering and Applied Sciences, Harvard University Cambridge, Massachusetts 02138, USA., Roberts SJ; Machine Learning Research Group, University of Oxford Eagle House, Oxford OX26ED, United Kingdom.
Publikováno v:
Physical review. E [Phys Rev E] 2021 Sep; Vol. 104 (3-1), pp. 034312.
Autor:
Sondak D; Institute for Applied Computational Science, Harvard University, Cambridge, Massachusetts 02138, USA., Protopapas P; Institute for Applied Computational Science, Harvard University, Cambridge, Massachusetts 02138, USA.
Publikováno v:
Physical review. E [Phys Rev E] 2021 Sep; Vol. 104 (3-1), pp. 034202.
Autor:
Jakhar, Karan1,2 (AUTHOR), Guan, Yifei1,2 (AUTHOR), Mojgani, Rambod1,2 (AUTHOR), Chattopadhyay, Ashesh1,3 (AUTHOR), Hassanzadeh, Pedram1,2 (AUTHOR) pedramh@uchicago.edu
Publikováno v:
Journal of Advances in Modeling Earth Systems. Jul2024, Vol. 16 Issue 7, p1-34. 34p.