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 Corma,
• Elsa Olivetti

Affiliations

Zach Jensen

†Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

Edward Kim

†Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

Soonhyoung Kwon

‡Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

Terry Z. H. Gani

‡Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

Yuriy Román-Leshkov

‡Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

Manuel Moliner

Instituto de Tecnología Química, Universitat Politècnica de València-Consejo Superior de Investigaciones Científicas, Valencia, Spain

Avelino Corma

Instituto de Tecnología Química, Universitat Politècnica de València-Consejo Superior de Investigaciones Científicas, Valencia, Spain

Elsa Olivetti

†Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States