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04/26/2023
Extracting Structured Seed-Mediated Gold Nanorod Growth Procedures from Literature with GPT-3
Although gold nanorods have been the subject of much research, the pathw...
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02/28/2023
CHGNet: Pretrained universal neural network potential for charge-informed atomistic modeling
The simulation of large-scale systems with complex electron interactions...
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02/05/2023
Inorganic synthesis recommendation by machine learning materials similarity from scientific literature
Synthesis prediction is a key accelerator for the rapid design of advanc...
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12/10/2022
Structured information extraction from complex scientific text with fine-tuned large language models
Intelligently extracting and linking complex scientific information from...
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01/23/2022
ULSA: Unified Language of Synthesis Actions for Representation of Synthesis Protocols
Applying AI power to predict syntheses of novel materials requires high-...
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03/30/2021
A probabilistic deep learning approach to automate the interpretation of multi-phase diffraction spectra
Autonomous synthesis and characterization of inorganic materials require...
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12/07/2020