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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About Me
About Me
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Posts
Future Blog Post
Published:
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
publications
Controllability analysis of protein glycosylation in Cho cells Permalink
Published in PLoS ONE, 2014
Recommended citation: Melissa St Amand, Kevin Tran, Devesh Radhakrishnan, Anne Robinson, Babatunde Ogunnaike, "Controllability analysis of protein glycosylation in Cho cells". PLoS ONE, 2014.
Active learning across intermetallics to guide discovery of electrocatalysts for CO2 reduction and H2 evolution Permalink
Published in Nature Catalysis, 2018
Recommended citation: Kevin Tran, Zachary Ulissi. "Active learning across intermetallics to guide discovery of electrocatalysts for CO2 reduction and H2 evolution". Nature Catalysis, 2018.
Dynamic Workflows for Routine Materials Discovery in Surface Science Permalink
Published in Journal of Chemical Information and Modeling, 2018
Recommended citation: Kevin Tran, Palizhati Aini, Seoin Back, Zachary Ulissi, "Dynamic Workflows for Routine Materials Discovery in Surface Science". Journal of Chemical Information and Modeling, 2018.
Toward a Design of Active Oxygen Evolution Catalysts: Insights from Automated Density Functional Theory Calculations and Machine Learning Permalink
Published in ACS Catalysis, 2019
Recommended citation: Seoin Back, Kevin Tran, Zachary Ulissi, "Toward a Design of Active Oxygen Evolution Catalysts: Insights from Automated Density Functional Theory Calculations and Machine Learning". ACS Catalysis, 2019.
Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts Permalink
Published in The Journal of Physical Chemistry Letters, 2019
Recommended citation: Seoin Back, Junwoong Yoon, Nianhan Tian, Wen Zhong, Kevin Tran, Zachary Ulissi, "Convolutional Neural Network of Atomic Surface Structures To Predict Binding Energies for High-Throughput Screening of Catalysts". The Journal of Physical Chemistry Letters, 2019.
Towards Predicting Intermetallics Surface Properties with High-Throughput DFT and Convolutional Neural Networks Permalink
Published in Journal of Chemical Information and Modeling, 2019
Recommended citation: Palizhati Aini, Wen Zhong, Kevin Tran, Seoin Back, Zachary Ulissi, "Towards Predicting Intermetallics Surface Properties with High-Throughput DFT and Convolutional Neural Networks". Journal of Chemical Information and Modeling, 2019.
Optimization-Based Design of Active and Stable Nanostructured Surfaces Permalink
Published in Journal of Physical Chemistry C, 2019
Recommended citation: Christopher Hanselman, Wen Zhong, Kevin Tran, Zachary Ulissi, Chrysanthos Gounaris, "Optimization-Based Design of Active and Stable Nanostructured Surfaces". Journal of Physical Chemistry C, 2019.
Parallelized Screening of Characterized and DFT-Modelled Bimetallic Colloidal Co-Catalysts for Photocatalytic Hydrogen Evolution Permalink
Published in ACS Catalysis, 2020
Recommended citation: Eric Lopato, Emily Eikey, Zoe Simon, Seoin Back, Kevin Tran, Jacqueline Lewis, Jakub Kowalewski, Sadegh Yazdi, John Kitchin, Zachary Ulissi, Jill Millstone, Stefan Bernhard, "Parallelized Screening of Characterized and DFT-Modelled Bimetallic Colloidal Co-Catalysts for Photocatalytic Hydrogen Evolution". ACS Catalysis, 2020.
Methods for comparing uncertainty quantifications for material property predictions Permalink
Published in Machine Learning: Science and Technology, 2020
Recommended citation: Kevin Tran, Willie Neiswanger, Junwoong Yoon, Qingyang Zhang, Eric Xing, Zachary Ulissi, "Methods for comparing uncertainty quantifications for material property predictions". Machine Learning: Science and Technology, 2020.
Accelerated discovery of CO2 electrocatalysts using active machine learning Permalink
Published in Nature, 2020
Recommended citation: Miao Zhong, Kevin Tran, Yimeng Min, Chuanhao Wang, Ziyun Wang, Cao-Thang Dinh, Phil De Luna, Zongqian Yu, Armin Rasouli, Peter Brodersen, Song Sun, Oleksandr Voznyy, Chih-Shan Tan, Mikhail Askerka, Fanglin Che, Min Liu, Ali Seifitokaldani, Yuanjie Pang, Shen-Chuan Lo, Alexander Ip, Zachary Ulissi, Edward Sargent, "Accelerated discovery of CO2 electrocatalysts using active machine learning". Nature, 2020.
Discovery of Acid-Stable Oxygen Evolution Catalysts: High-Throughput Computational Screening of Equimolar Bimetallic Oxides Permalink
Published in ACS Applied Materials & Interfaces, 2020
Recommended citation: Seoin Back, Kevin Tran, Zachary Ulissi, "Discovery of Acid-Stable Oxygen Evolution Catalysts: High-Throughput Computational Screening of Equimolar Bimetallic Oxides". ACS Applied Materials and Interfaces, 2020.
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage Permalink
Published in arXiv, 2020
Recommended citation: C. Zitnick, Lowik Chanussot, Abhishek Das, Siddharth Goyal, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Thibaut Lavril, Aini Palizhati, Morgane Riviere, Muhammed Shuaibi, Anuroop Sriram, Kevin Tran, Brandon Wood, Junwoong Yoon, Devi Parikh, Zachary Ulissi, "An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage". arxiv.2010.09435, 2020.
The Open Catalyst 2020 (OC20) Dataset and Community Challenges Permalink
Published in ACS Catalysis, 2020
Recommended citation: Lowik Chanussot, Abhishek Das, Siddharth Goyal, Thibaut Lavril, Muhammed Shuaibi, Morgane Riviere, Kevin Tran, Javier Heras-Domingo, Caleb Ho, Weihua Hu, Aini Palizhati, Anuroop Sriram, Brandon Wood, Junwoong Yoon, Devi Parikh, C. Zitnick, Zachary Ulissi, "The Open Catalyst 2020 (OC20) Dataset and Community Challenges". ACS Catalysis, 2021.
Active classification through myopic multiscale sampling Permalink
Published in The Journal of Chemical Physics, 2021
Recommended citation: Kevin Tran, Willie Neiswanger, Kirby Broderick, Eric Xing, Jeff Schneider, Zack Ulissi, "Computational catalyst discovery: Active classification through myopic multiscale sampling". The Journal of Chemical Physics, 2021.
software
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.