Aini Palizhati

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Mass Spectrometry

Grand Challenges

Machine Learning

Convolutional Neural Networks

Top Venues

J. Chem. Inf. Model.

NeurIPS (Competition and Demos)

Publications

Janice Lan, Aini Palizhati, Muhammed Shuaibi, Brandon M. Wood, Brook Wander, Abhishek Das, Matt Uyttendaele, C. Lawrence Zitnick, Zachary W. Ulissi
AdsorbML: Accelerating Adsorption Energy Calculations with Machine Learning. CoRR (2022)
Abhishek Das, Muhammed Shuaibi, Aini Palizhati, Siddharth Goyal, Aditya Grover, Adeesh Kolluru, Janice Lan, Ammar Rizvi, Anuroop Sriram, Brandon M. Wood, Devi Parikh, Zachary W. Ulissi, C. Lawrence Zitnick, Guolin Ke, Shuxin Zheng, Yu Shi, Di He, Tie-Yan Liu, Chengxuan Ying, Jiacheng You, Yihan He, Rostislav Grigoriev, Ruslan Lukin, Adel Yarullin, Max Faleev
The Open Catalyst Challenge 2021: Competition Report. NeurIPS (Competition and Demos) (2021)
C. Lawrence 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 W. Ulissi
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage. CoRR (2020)
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. Lawrence Zitnick, Zachary W. Ulissi
The Open Catalyst 2020 (OC20) Dataset and Community Challenges. CoRR (2020)
Aini Palizhati, Wen Zhong, Kevin Tran, Seoin Back, Zachary W. Ulissi
Toward Predicting Intermetallics Surface Properties with High-Throughput DFT and Convolutional Neural Networks. J. Chem. Inf. Model. 59 (11) (2019)
Kevin Tran, Aini Palizhati, Seoin Back, Zachary W. Ulissi
Dynamic Workflows for Routine Materials Discovery in Surface Science. J. Chem. Inf. Model. 58 (12) (2018)