Results 21 to 30 of about 93,520 (298)
Beyond black-boxes in Bayesian inverse problems and model validation: applications in solid mechanics of elastography [PDF]
, 2018 The present paper is motivated by one of the most fundamental challenges in inverse problems, that of quantifying model discrepancies and errors. While significant strides have been made in calibrating model parameters, the overwhelming majority of ...
L. Bruder, P. Koutsourelakis
semanticscholar +1 more source
Механика машин, механизмов и материалов, 2021 In the work [7], the classical concepts of thermodynamic entropy are systematized and modern approaches to assessing the tribo-fatigue and mechanothermodynamic entropy of non-additive systems are outlined.
Leonid A. Sosnovskiy +1 more
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Polymer Testing, 2023 Quantitative study on the elastic and plastic thermomechanical coupling effect of solid materials has important theoretical significance for monitoring the deformation state and stability evaluation of engineering components. In this study, the sample is
Bingquan Liu +6 more
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Thermodynamics-Informed Graph Neural Networks [PDF]
IEEE Transactions on Artificial Intelligence, 2022 In this article, we present a deep learning method to predict the temporal evolution of dissipative dynamic systems. We propose using both geometric and thermodynamic inductive biases to improve accuracy and generalization of the resulting integration ...
Quercus Hern'andez +3 more
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Learning Corrections for Hyperelastic Models From Data
Frontiers in Materials, 2019 Unveiling physical laws from data is seen as the ultimate sign of human intelligence. While there is a growing interest in this sense around the machine learning community, some recent works have attempted to simply substitute physical laws by data.
David González +2 more
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First-Principles Atomistic Thermodynamics and Configurational Entropy
Frontiers in Chemistry, 2020 In most applications, functional materials operate at finite temperatures and are in contact with a reservoir of atoms or molecules (gas, liquid, or solid).
Christopher Sutton, Sergey V. Levchenko
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Statistical Thermodynamics of Polymer Quantum Systems [PDF]
, 2011 Polymer quantum systems are mechanical models quantized similarly as loop quantum gravity. It is actually in quantizing gravity that the polymer term holds proper as the quantum geometry excitations yield a reminiscent of a polymer material.
Chacón-Acosta, Guillermo +3 more
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Universal phase-field mixture representation of thermodynamics and shock-wave mechanics in porous soft biologic continua. [PDF]
Physical Review EA continuum mixture theory is formulated for large deformations, thermal effects, phase interactions, and degradation of soft biologic tissues suitable at high pressures and low to very high strain rates.
John D. Clayton
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Journal of Physics and Chemistry of Solids, 2020 A detailed structural, spectroscopic, mechanical and thermodynamic characterization of the bismuth uranyl-oxide hydroxy-hydrate mineral uranosphaerite, Bi ( UO 2 ) O 2 OH , is obtained using the X-ray diffraction and infrared and Raman spectroscopic ...
F. Colmenero, J. Plášil, Ivan Němec
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Acta Physica Sinica, 2006 CoSb3 powders were synthesized by mechanical alloying (MA) with Co and Sb powders as starting materials. The influence of milling speed and duration on the solid reaction were systematically studied. The XRD results indicated that the CoSb3 phase increased with prolonged MA-time, but extensive MA resulted in the appearance of CoSb2 and the ...
null Liu Wei-Shu +3 more
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