THE SYNTHESIS PROJECT
IMPACT OF NLP IN MATERIALS SCIENCE
Examples
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ZEOLITES -
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Jensen et al. A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction. ACS Central Science. (2019)
Schwalbe-Koda et al. Graph similarity drives zeolite diffusionless transformations and intergrowth. Nature Materials. (2019)
Moliner et al. Machine Learning Applied to Zeolite Synthesis: The Missing Link for Realizing High-Throughput Discovery. Acc. Chem. Res. (2019)
Jensen et al. Discovering Relationships between OSDAs and Zeolites through Data Mining and Generative Neural Networks. ACS Central Science. (2021)
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