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Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
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Integrating machine learning and multiscale modeling-perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences

Alber, Mark ; Buganza Tepole, Adrian ; Cannon, William R ; De, Suvranu ; Dura-Bernal, Salvador ; Garikipati, Krishna ; Karniadakis, George ; Lytton, William W ; Perdikaris, Paris ; Petzold, Linda ; Kuhl, Ellen

NPJ digital medicine, 2019-11, Vol.2 (1), p.115-115, Article 115 [Periódico revisado por pares]

England: Nature Publishing Group

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2
Rheology-Informed Neural Networks (RhINNs) for forward and inverse metamodelling of complex fluids
Rheology-Informed Neural Networks (RhINNs) for forward and inverse metamodelling of complex fluids
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Rheology-Informed Neural Networks (RhINNs) for forward and inverse metamodelling of complex fluids

Mahmoudabadbozchelou, Mohammadamin ; Jamali, Safa

Scientific reports, 2021-06, Vol.11 (1), p.12015-12015, Article 12015 [Periódico revisado por pares]

London: Nature Publishing Group

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3
Quantum homotopy perturbation method for nonlinear dissipative ordinary differential equations
Quantum homotopy perturbation method for nonlinear dissipative ordinary differential equations
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Quantum homotopy perturbation method for nonlinear dissipative ordinary differential equations

Xue, Cheng ; Wu, Yu-Chun ; Guo, Guo-Ping

New journal of physics, 2021-12, Vol.23 (12), p.123035 [Periódico revisado por pares]

Bristol: IOP Publishing

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4
On the asymptotic behavior of fourth-order functional differential equations
On the asymptotic behavior of fourth-order functional differential equations
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On the asymptotic behavior of fourth-order functional differential equations

Moaaz, Osama ; Elabbasy, Elmetwally M ; Bazighifan, Omar

Advances in difference equations, 2017-08, Vol.2017 (1), p.1-13, Article 261 [Periódico revisado por pares]

Cham: Springer International Publishing

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5
A New Multi-dimensional General Relativistic Neutrino Hydrodynamic Code for Core-collapse Supernovae. I. Method and Code Tests in Spherical Symmetry
A New Multi-dimensional General Relativistic Neutrino Hydrodynamic Code for Core-collapse Supernovae. I. Method and Code Tests in Spherical Symmetry
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A New Multi-dimensional General Relativistic Neutrino Hydrodynamic Code for Core-collapse Supernovae. I. Method and Code Tests in Spherical Symmetry

Müller, Bernhard ; Janka, Hans-Thomas ; Dimmelmeier, Harald

The Astrophysical journal. Supplement series, 2010-07, Vol.189 (1), p.104-133 [Periódico revisado por pares]

United States: IOP Publishing

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6
Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network
Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network
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Data-driven predictions of a multiscale Lorenz 96 chaotic system using machine-learning methods: reservoir computing, artificial neural network, and long short-term memory network

Chattopadhyay, Ashesh ; Hassanzadeh, Pedram ; Subramanian, Devika

Nonlinear processes in geophysics, 2020-07, Vol.27 (3), p.373-389 [Periódico revisado por pares]

Gottingen: Copernicus GmbH

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7
Phase-Space Geometry of Mass-Conserving Reaction-Diffusion Dynamics
Phase-Space Geometry of Mass-Conserving Reaction-Diffusion Dynamics
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Phase-Space Geometry of Mass-Conserving Reaction-Diffusion Dynamics

Brauns, Fridtjof ; Halatek, Jacob ; Frey, Erwin

Physical review. X, 2020-11, Vol.10 (4), p.041036, Article 041036 [Periódico revisado por pares]

College Park: American Physical Society

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8
Variational quantum evolution equation solver
Variational quantum evolution equation solver
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Variational quantum evolution equation solver

Leong, Fong Yew ; Ewe, Wei-Bin ; Koh, Dax Enshan

Scientific reports, 2022-06, Vol.12 (1), p.10817-10817, Article 10817 [Periódico revisado por pares]

London: Nature Publishing Group

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9
Macaulay matrix for Feynman integrals: linear relations and intersection numbers
Macaulay matrix for Feynman integrals: linear relations and intersection numbers
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Macaulay matrix for Feynman integrals: linear relations and intersection numbers

Chestnov, Vsevolod ; Gasparotto, Federico ; Mandal, Manoj K. ; Mastrolia, Pierpaolo ; Matsubara-Heo, Saiei J. ; Munch, Henrik J. ; Takayama, Nobuki

The journal of high energy physics, 2022-09, Vol.2022 (9), p.187-57, Article 187 [Periódico revisado por pares]

Berlin/Heidelberg: Springer Berlin Heidelberg

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10
Numerical simulation for the unsteady MHD flow and heat transfer of couple stress fluid over a rotating disk
Numerical simulation for the unsteady MHD flow and heat transfer of couple stress fluid over a rotating disk
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Numerical simulation for the unsteady MHD flow and heat transfer of couple stress fluid over a rotating disk

Khan, Najeeb Alam ; Aziz, Shahnila ; Khan, Nadeem Alam Abbott, Derek

PloS one, 2014-05, Vol.9 (5), p.e95423-e95423 [Periódico revisado por pares]

United States: Public Library of Science

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