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Searching for physical principles of morphogenesis. [PDF]
Claussen N, Brauns F, Streichan SJ.
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Spectroscopic and DFT techniques on the mechanism of scavenging •OH radicals by crocin. [PDF]
Qu M, Fang W, Men Z.
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Polymer Systems with Correlated Activity: Stars Versus Linear Chains. [PDF]
Buglakov AI +4 more
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Hybrid AI/physics pipeline for miniprotein binder prioritization: application to the BRD3 ET domain.
Gaza J, Roth MJ, Montelione GT, Perez A.
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Physics-informed neural networks and functional interpolation for stiff chemical kinetics.
Chaos, 2022This work presents a recently developed approach based on physics-informed neural networks (PINNs) for the solution of initial value problems (IVPs), focusing on stiff chemical kinetic problems with governing equations of stiff ordinary differential ...
Mario De Florio, E. Schiassi, R. Furfaro
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Multiscale Physics-Informed Neural Networks for Stiff Chemical Kinetics.
Journal of Physical Chemistry A, 2022In this paper, a multiscale physics-informed neural network (MPINN) approach is proposed based on the regular physics-informed neural network (PINN) for solving stiff chemical kinetic problems with governing equations of stiff ordinary differential ...
Yuting Weng, Dezhi Zhou
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