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A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction
Zach Jensen, Edward Kim, Soonhyoung Kwon, Terry Z. H. Gani, Yuriy Román‐Leshkov, Manuel Moliner, Avelino Avelino, Elsa Olivetti (2019). A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction. ACS Central Science, 5(5), pp. 892-899, DOI: 10.1021/acscentsci.9b00193.
Article178 days agoA priori control of zeolite phase competition and intergrowth with high-throughput simulations
Daniel Schwalbe‐Koda, Soonhyoung Kwon, Cecilia Paris, Estefanía Bello‐Jurado, Zach Jensen, Elsa Olivetti, Tom Willhammar, Avelino Avelino, Yuriy Román‐Leshkov, Manuel Moliner, Rafael Gómez‐Bombarelli (2021). A priori control of zeolite phase competition and intergrowth with high-throughput simulations. Science, 374(6565), pp. 308-315, DOI: 10.1126/science.abh3350.
Article178 days agoDiscovering Relationships between OSDAs and Zeolites through Data Mining and Generative Neural Networks
Zach Jensen, Soonhyoung Kwon, Daniel Schwalbe‐Koda, Cecilia Paris, Rafael Gómez‐Bombarelli, Yuriy Román‐Leshkov, Avelino Avelino, Manuel Moliner, Elsa Olivetti (2021). Discovering Relationships between OSDAs and Zeolites through Data Mining and Generative Neural Networks. ACS Central Science, 7(5), pp. 858-867, DOI: 10.1021/acscentsci.1c00024.
Article145 days agoOne-Pot Synthesis of CHA/ERI-Type Zeolite Intergrowth from a Single Multiselective Organic Structure-Directing Agent
Soonhyoung Kwon, Estefanía Bello‐Jurado, Evgeniia Ikonnikova, Hwajun Lee, Daniel Schwalbe‐Koda, Avelino Avelino, Tom Willhammar, Elsa Olivetti, Rafael Gómez‐Bombarelli, Manuel Moliner, Yuriy Román‐Leshkov (2024). One-Pot Synthesis of CHA/ERI-Type Zeolite Intergrowth from a Single Multiselective Organic Structure-Directing Agent. ACS Applied Materials & Interfaces, 16(12), pp. 14661-14668, DOI: 10.1021/acsami.3c15810.
Article145 days agoA Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction
Zach Jensen, Edward Kim, Soonhyoung Kwon, Terry Zh Gani, Yuriy Román‐Leshkov, Manuel Moliner, Avelino Avelino, Elsa Olivetti (2019). A Machine Learning Approach to Zeolite Synthesis Enabled by Automatic Literature Data Extraction. Applied Categorical Structures
Article145 days ago