Results 301 to 310 of about 5,487,194 (373)

Physics-informed neural networks and functional interpolation for stiff chemical kinetics.

Chaos, 2022
This 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
semanticscholar   +1 more source

Multiscale Physics-Informed Neural Networks for Stiff Chemical Kinetics.

Journal of Physical Chemistry A, 2022
In 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
semanticscholar   +1 more source

Physical and Chemical Restraints [PDF]

open access: possibleEmergency Medicine Clinics of North America, 2009
The combative or uncooperative patient is a growing problem in the emergency department. Restrained patients are at especially high risk of adverse outcomes. Particular attention has been given to de-escalation techniques to reduce the need for patient restraint. This article examines these techniques and the need for and risks of physical and chemical
Victoria A. Coburn, Mark B. Mycyk
openaire   +2 more sources

Physical, Chemical, and Chemical−Physical Double Network of Zwitterionic Hydrogels

The Journal of Physical Chemistry B, 2008
Zwitterionic hydrogels are very promising for biomedical applications. They are usually copolymerized with other polymers to improve their mechanical properties often at the expense of their biological properties. In this study, physically cross-linked poly(sulfobetaine methacrylate) (polySBMA) hydrogels were prepared, and their physical properties ...
Timothy Chao, Shaoyi Jiang, Zheng Zhang
openaire   +3 more sources

Chemical Physics of Colloid Systems and Interfaces

, 2015
5.5 HYDRODYNAMIC INTERACTIONS IN DISPERSIONS 106 5.5.1 Basic Equations. Lubrication Approximation 5.5.2 Interaction Between Particles of Tangentially Immobile Surfaces 5.5.2.1 Taylor and Reynolds Equations, and Influence of the Particle Shape 5.5.2.2 ...
P. Kralchevsky, K. Danov
semanticscholar   +1 more source

Physical and Chemical Mutagenesis

2003
Important methods to artificially induce mutations are the use of chemical and physical agents. Most chemical mutagens are alkylating agents and azides. Physical mutagens include electromagnetic radiation, such as gamma rays, X rays, and UV light, and particle radiation, such as fast and thermal neutrons, beta and alpha particles.
R. Afza, Andrea Kodym
openaire   +3 more sources

Automated exploration of the low-energy chemical space with fast quantum chemical methods.

Physical Chemistry, Chemical Physics - PCCP, 2020
We propose and discuss an efficient scheme for the in silico sampling for parts of the molecular chemical space by semiempirical tight-binding methods combined with a meta-dynamics driven search algorithm.
Philipp Pracht, Fabian Bohle, S. Grimme
semanticscholar   +1 more source

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