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Realistic magnetic thermodynamics by local quantization of a semiclassical Heisenberg model
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作者 flynn walsh Mark Asta Lin-Wang Wang 《npj Computational Materials》 SCIE EI CSCD 2022年第1期1771-1776,共6页
Classical Monte Carlo simulation of the Heisenberg model poorly describes many thermodynamic phenomena due to its neglect of the quantum nature of spins.Alternatively,we discuss how to semiclassically approach the qua... Classical Monte Carlo simulation of the Heisenberg model poorly describes many thermodynamic phenomena due to its neglect of the quantum nature of spins.Alternatively,we discuss how to semiclassically approach the quantum problem and demonstrate a simple method for introducing a locally approximate form of spin quantization.While the procedure underestimates magnetic short-range order,our results suggest a simple correction for recovering realistic spin–spin correlations above the critical temperature.Moreover,ensemble fluctuations are found to provide reasonably accurate thermodynamics,largely reproducing quantum mechanically calculated heat capacities and experimental magnetometry for ferromagnetic Fe and antiferromagnetic RbMnF3.Extensions of the method are proposed to address remaining inaccuracies. 展开更多
关键词 temperature THERMODYNAMICS HEISENBERG
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Ductility mechanisms in complex concentrated refractory alloys from atomistic fracture simulations
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作者 Wenqing Wang Punit Kumar +6 位作者 David H.Cook flynn walsh Buyu Zhang Pedro P.P.O.Borges Diana Farkas Robert O.Ritchie Mark Asta 《npj Computational Materials》 2025年第1期3610-3618,共9页
The striking variation in damage tolerance among refractory complex concentrated alloys is examined through the analysis of atomistic fracture simulations,contrasting behavior in elemental Nb with that in brittle NbMo... The striking variation in damage tolerance among refractory complex concentrated alloys is examined through the analysis of atomistic fracture simulations,contrasting behavior in elemental Nb with that in brittle NbMoTaW and ductile Nb_(45)Ta_(25)Ti_(15)Hf_(15).We employ machine-learning interatomic potentials(MLIPs),including a new MLIP developed for NbTaTiHf,in atomistic simulations of crack tip extension mechanisms based on analyses of atomistic fracture resistance curves.While the initial behavior of sharp cracks shows good correspondence with the Rice theory,fracture resistance curves reveal marked changes in fracture modes for the complex alloys as crack extension proceeds.In NbMoTaW,compositional complexity appears to promote dislocation nucleation relative to pure Nb,despite theoretical predictions that the alloy should be relatively more brittle.In Nb_(45)Ta_(25)Ti_(15)Hf_(15),alloying alters the fracture mode compared to elemental Nb,promoting crack tip blunting and enhancing resistance to crack propagation. 展开更多
关键词 atomistic fracture simulationscontrasting elemental nb atomistic simulations crack tip extension mechanisms atomistic fracture simulations ductility mechanisms brittle nbmotaw refractory complex concentrated alloys machine learning interatomic potentials
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