One-shot learning for solution operators of partial differential equations. [PDF]
Jiao A, He H, Ranade R, Pathak J, Lu L.
europepmc +1 more source
A PINN-driven game-theoretic framework in limited data photoacoustic tomography. [PDF]
Roy S, Pal S.
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The Emergence of Turing Instability and Pattern Formation in a Nonlinear Stochastic Spatiotemporal Epidemic Model with Reinfections. [PDF]
Singh AK +3 more
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Physics-Informed Emulation of Systemic Circulation for Fast Parameter Estimation and Uncertainty Quantification. [PDF]
Ryan W +4 more
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Diffusion-Shock PDEs for Deep Learning on Position-Orientation Space. [PDF]
Sherry FM, Schaefer K, Duits R.
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Exploring the exact solutions to the nonlinear systems with neural networks method. [PDF]
Muhammad J +3 more
europepmc +1 more source
Machine learning investigation of marangoni convection in hybrid nanofluids with Darcy-Forchheimer. [PDF]
Qureshi H, Altmeyer S, Zubair M.
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Time fractional modeling of MHD natural convection flow between parallel plates via caputo-fabrizio integral. [PDF]
Masood K.
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