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Learning two-phase microstructure evolution using neural operators and autoencoder architectures [PDF]
npj Computational Materials, 2022 Phase-field modeling is an effective but computationally expensive method for capturing the mesoscale morphological and microstructure evolution in materials.
Vivek Oommen +4 more
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Phase-field modeling of microstructure evolution: Recent applications, perspectives and challenges [PDF]
Progress in Materials Science, 2021 We briefly review the state-of-the-art in phase-field modeling of microstructure evolution. The focus is placed on recent applications of phase-field simulations of solid-state microstructure evolution and solidification that have been compared and/or ...
D. Tourret, Hong Liu, J. Llorca
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Palaeoclimate of the Paleogene Dongying Formation in Bozhong Sag of Bohai Bay Basin
Petroleum Research, 2021 It was showed that the sedimentary environment of lacustrine basins is more susceptible to basin size than that of marine basins, leading to frequent changes in sedimentary environment and large differences in sediment supply and types.
Juan Zhang +5 more
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Nature Communications, 2023 Understanding the plating and stripping behaviours of lithium metal is crucial for high-energy battery development. Here, authors track these electrochemical processes in real time by an operando synchrotron X-ray tomographic microscopy, revealing the ...
M. Sadd +4 more
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Quantifying Microstructural Evolution in Moving Magma [PDF]
Frontiers in Earth Science, 2020 Many of the grand challenges in volcanic and magmatic research are focused on understanding the dynamics of highly heterogeneous systems and the critical conditions that enable magmas to move or eruptions to initiate. From the formation and development of magma reservoirs, through propagation and arrest of magma, to the conditions in the conduit, gas ...
Katherine J. Dobson +42 more
openaire +9 more sources
Spatiotemporal prediction of microstructure evolution with predictive recurrent neural network
Computational materials science, 2023 Prediction of microstructure evolution during material processing is essential to control the material properties. Simulation tools for microstructure evolution prediction based on physical concepts are computationally expensive and time-consuming ...
Amir Abbas Kazemzadeh Farizhandi +1 more
semanticscholar +1 more source
Frontiers in Earth Science, 2023 Marine-continental transitional shale, as an important shale type, gains less attention than marine and continental shale, which restricts the exploration and development process of marine-continental transitional shale gas.
Yana Chen +11 more
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Lithosphere, 2023 The Cretaceous Bashijiqike Formation in the Kelasu structural belt of Kuqa Depression is an ultradeep reservoir with burial depth of more than 6 km.
Miaomiao Su +5 more
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Lithosphere, 2021 Organic matter pores are of important significance in the shale formation system rich of organic matters. Although a lot of studies have discussed controlling factors of organic matter pores in the past, it still lacks a quantitative analysis on ...
Yunqian Jia +7 more
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Journal of Materials Research and Technology, 2021 The ultrasonic shot peening (USP) treatment was adopted to improve the compressive residual stress, microhardness and corrosion resistance of Ti–6Al–4V (TC4) titanium alloy fabricated by selective laser melting (SLM).
Qi Zhang +4 more
semanticscholar +1 more source