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- W4386980579 endingPage "112503" @default.
- W4386980579 startingPage "112503" @default.
- W4386980579 abstract "Modeling and simulation of microstructures are essential to understand the complex responses and behaviors of nuclear materials in extreme environments. The needs to assess the extended life operation as well as the growing interest in accelerating nuclear materials development and qualification have stimulated the use of high-fidelity multiscale models aided by empirical and ab initio data. This paper reviews the role of various models across different length and time scales in investigating irradiation effects on microstructure evolution and degradation, in particular the embrittlement caused by radiation induced or enhanced formation of nanoscale chemical heterogeneities. The strength and limitations of these models, including classical rate theories, cluster dynamics, phase-field methods, and atomistic models informed by ab initio energies, are discussed with seminal examples. Challenges regarding the lack of thermo-kinetic data and theoretical treatments considering chemical complexities and magnetic excitations, as well as the stabilizing effect by excess point defects in nuclear structural materials are presented, along with potential solutions based on ab initio informed surrogate energy models and statistical sampling by Monte Carlo simulations. The review then highlights the opportunities to leverage the advantages of different methods by establishing hybrid models by shared variables or coupled codes and applications. Finally, the review concludes with forward-looking remarks on how the use of physics-based models can aid the improvement of machine-learning models of property degradation and vice versa." @default.
- W4386980579 created "2023-09-24" @default.
- W4386980579 creator A5052634708 @default.
- W4386980579 date "2023-10-01" @default.
- W4386980579 modified "2023-10-18" @default.
- W4386980579 title "Microstructure modeling of nuclear structural materials: Recent progress and future directions" @default.
- W4386980579 cites W1964902482 @default.
- W4386980579 cites W1967331768 @default.
- W4386980579 cites W1967354724 @default.
- W4386980579 cites W1970039946 @default.
- W4386980579 cites W1973937792 @default.
- W4386980579 cites W1973984745 @default.
- W4386980579 cites W1985446204 @default.
- W4386980579 cites W1987611975 @default.
- W4386980579 cites W1988061088 @default.
- W4386980579 cites W1993468383 @default.
- W4386980579 cites W1997785673 @default.
- W4386980579 cites W1999842883 @default.
- W4386980579 cites W1999956698 @default.
- W4386980579 cites W1999982574 @default.
- W4386980579 cites W2001176165 @default.
- W4386980579 cites W2002006800 @default.
- W4386980579 cites W2002128742 @default.
- W4386980579 cites W2005514173 @default.
- W4386980579 cites W2006593923 @default.
- W4386980579 cites W2007987193 @default.
- W4386980579 cites W2008974877 @default.
- W4386980579 cites W2014105144 @default.
- W4386980579 cites W2015740110 @default.
- W4386980579 cites W2016783416 @default.
- W4386980579 cites W2019899938 @default.
- W4386980579 cites W2020384606 @default.
- W4386980579 cites W2021640610 @default.
- W4386980579 cites W2023312435 @default.
- W4386980579 cites W2023875623 @default.
- W4386980579 cites W2026379314 @default.
- W4386980579 cites W2033673457 @default.
- W4386980579 cites W2041465009 @default.
- W4386980579 cites W2044155739 @default.
- W4386980579 cites W2045457493 @default.
- W4386980579 cites W2046528357 @default.
- W4386980579 cites W2046856702 @default.
- W4386980579 cites W2049272127 @default.
- W4386980579 cites W2050397054 @default.
- W4386980579 cites W2051717851 @default.
- W4386980579 cites W2059697212 @default.
- W4386980579 cites W2061144807 @default.
- W4386980579 cites W2062142277 @default.
- W4386980579 cites W2066336984 @default.
- W4386980579 cites W2069259015 @default.
- W4386980579 cites W2072024713 @default.
- W4386980579 cites W2074819700 @default.
- W4386980579 cites W2076182158 @default.
- W4386980579 cites W2080453779 @default.
- W4386980579 cites W2086350249 @default.
- W4386980579 cites W2091202444 @default.
- W4386980579 cites W2092254394 @default.
- W4386980579 cites W2093043266 @default.
- W4386980579 cites W2093384372 @default.
- W4386980579 cites W2093561409 @default.
- W4386980579 cites W2093565776 @default.
- W4386980579 cites W2097973750 @default.
- W4386980579 cites W2106121023 @default.
- W4386980579 cites W2120970762 @default.
- W4386980579 cites W2123336883 @default.
- W4386980579 cites W2133518456 @default.
- W4386980579 cites W2133590843 @default.
- W4386980579 cites W2153353817 @default.
- W4386980579 cites W2154981331 @default.
- W4386980579 cites W2163390454 @default.
- W4386980579 cites W2166751342 @default.
- W4386980579 cites W2178849184 @default.
- W4386980579 cites W2190548667 @default.
- W4386980579 cites W2197524700 @default.
- W4386980579 cites W2371941435 @default.
- W4386980579 cites W2405732194 @default.
- W4386980579 cites W2569676645 @default.
- W4386980579 cites W2569713119 @default.
- W4386980579 cites W2587423594 @default.
- W4386980579 cites W2590006331 @default.
- W4386980579 cites W2593721471 @default.
- W4386980579 cites W2728105629 @default.
- W4386980579 cites W2735179752 @default.
- W4386980579 cites W2761976424 @default.
- W4386980579 cites W2789518521 @default.
- W4386980579 cites W2789792730 @default.
- W4386980579 cites W2795090487 @default.
- W4386980579 cites W2808082562 @default.
- W4386980579 cites W2834169673 @default.
- W4386980579 cites W2883319802 @default.
- W4386980579 cites W2883501047 @default.
- W4386980579 cites W2883878260 @default.
- W4386980579 cites W2897019073 @default.
- W4386980579 cites W2898162346 @default.
- W4386980579 cites W2898645540 @default.
- W4386980579 cites W2905669266 @default.
- W4386980579 cites W2913566265 @default.
- W4386980579 cites W2927254540 @default.