Zachary W. Ulissi
Meta (Israel)(IL)Fair Isaac Corporation (United States)(US)
Publications by Year
Research Areas
Machine Learning in Materials Science, Electrocatalysts for Energy Conversion, Catalytic Processes in Materials Science, Catalysis and Oxidation Reactions, Topic Modeling
Most-Cited Works
- → Accelerated discovery of CO2 electrocatalysts using active machine learning(2020)1,445 cited
- → Active learning across intermetallics to guide discovery of electrocatalysts for CO2 reduction and H2 evolution(2018)859 cited
- → Open Catalyst 2020 (OC20) Dataset and Community Challenges(2021)668 cited
- → To address surface reaction network complexity using scaling relations machine learning and DFT calculations(2017)609 cited
- → Molecular recognition using corona phase complexes made of synthetic polymers adsorbed on carbon nanotubes(2013)374 cited
- → Machine-Learning Methods Enable Exhaustive Searches for Active Bimetallic Facets and Reveal Active Site Motifs for CO2 Reduction(2017)371 cited
- → The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts(2023)267 cited
- → Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts(2019)234 cited
- → Toward a Design of Active Oxygen Evolution Catalysts: Insights from Automated Density Functional Theory Calculations and Machine Learning(2019)174 cited
- → Diameter-dependent ion transport through the interior of isolated single-walled carbon nanotubes(2013)160 cited