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2025-08-28
10:14

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2025-08-28
06:39
[PUBDB-2025-03829] Journal Article
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Benchmarking CHGNet Universal Machine Learning Interatomic Potential against DFT and EXAFS: The Case of Layered WS 2 and MoS 2
Universal machine learning interatomic potentials (uMLIPs) deliver near \emph{ab initio} accuracy in energy and force calculations at a low computational cost, making them invaluable for materials modeling. Although uMLIPs are pretrained on vast \emph{ab initio} data sets, rigorous validation remains essential for their ongoing adoption. [...]
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2025-08-28
05:50

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2025-08-28
05:43

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2025-08-27
22:22

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2025-08-27
22:16

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2025-08-27
18:25

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2025-08-27
14:56
[PUBDB-2025-03821] Journal Article
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Deformation mechanisms of L-PBF-processed Ti-6Al-4V investigated using a combined experimental and simulation approach
Despite the significant application potential of laser powder bed fusion (L-PBF) processed Ti-6Al-4V components, a detailed understanding of their deformation mechanisms remains limited. This study investigates the deformation behavior of the {α^\prime} and α phases in the as-built and heat-treated specimens, respectively, using in-situ high-energy X-ray diffraction (HEXRD) combined with crystal plasticity modeling. [...]
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2025-08-27
11:29

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2025-08-27
11:23

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