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Structured information extraction from complex scientific text with fine-tuned large language models


Dec 10, 2022
Alexander Dunn, John Dagdelen, Nicholas Walker, Sanghoon Lee, Andrew S. Rosen, Gerbrand Ceder, Kristin Persson, Anubhav Jain

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ULSA: Unified Language of Synthesis Actions for Representation of Synthesis Protocols


Jan 23, 2022
Zheren Wang, Kevin Cruse, Yuxing Fei, Ann Chia, Yan Zeng, Haoyan Huo, Tanjin He, Bowen Deng, Olga Kononova, Gerbrand Ceder

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A probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra


Mar 30, 2021
Nathan J. Szymanski, Christopher J. Bartel, Yan Zeng, Qingsong Tu, Gerbrand Ceder

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COVIDScholar: An automated COVID-19 research aggregation and analysis platform


Dec 07, 2020
Amalie Trewartha, John Dagdelen, Haoyan Huo, Kevin Cruse, Zheren Wang, Tanjin He, Akshay Subramanian, Yuxing Fei, Benjamin Justus, Kristin Persson, Gerbrand Ceder

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