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physics.comp-ph2024★ 1 cited
Ab Initio Structure Solutions from Nanocrystalline Powder Diffraction Data
Gabe Guo, Tristan Saidi, Maxwell Terban +3
A major challenge in materials science is the determination of the structure of nanometer sized objects. Here we present a novel approach that uses a generative machine learning mo…
physics.comp-ph2023★ 2 cited
Towards End-to-End Structure Solutions from Information-Compromised Diffraction Data via Generative Deep Learning
Gabe Guo, Judah Goldfeder, Ling Lan +5
The revolution in materials in the past century was built on a knowledge of the atomic arrangements and the structure-property relationship. The sine qua non for obtaining quantita…