Jonathan P. Mailoa

ORCID

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 6

Top Venues

CoRR

Nat. Mach. Intell.

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Jonathan P. Mailoa, Xin Li, Jiezhong Qiu, Shengyu Zhang
Multi-Constraint Molecular Generation using Sparsely Labelled Training Data for Localized High-Concentration Electrolyte Diluent Screening. CoRR (2023)
Jonathan P. Mailoa, Zhaofeng Ye, Jiezhong Qiu, Chang-Yu Hsieh, Shengyu Zhang
Protein-Ligand Complex Generator & Drug Screening via Tiered Tensor Transform. CoRR (2023)
Simon L. Batzner, Tess E. Smidt, Lixin Sun, Jonathan P. Mailoa, Mordechai Kornbluth, Nicola Molinari, Boris Kozinsky
SE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials. CoRR (2021)
Lars A. Bratholm, Will Gerrard, Brandon M. Anderson, Shaojie Bai, Sunghwan Choi, Lam Dang, Pavel Hanchar, Addison Howard, Guillaume Huard, Sanghoon Kim, J. Zico Kolter, Risi Kondor, Mordechai Kornbluth, Youhan Lee, Youngsoo Lee, Jonathan P. Mailoa, Thanh Tu Nguyen, Milos Popovic, Goran Rakocevic, Walter Reade, Wonho Song, Luka Stojanovic, Erik H. Thiede, Nebojsa Tijanic, Andres Torrubia, Devin Willmott, Craig P. Butts, David R. Glowacki, Kaggle participants
A community-powered search of machine learning strategy space to find NMR property prediction models. CoRR (2020)
Jonathan P. Mailoa, Mordechai Kornbluth, Simon L. Batzner, Georgy Samsonidze, Stephen T. Lam, Jonathan Vandermause, Chris Ablitt, Nicola Molinari, Boris Kozinsky
A fast neural network approach for direct covariant forces prediction in complex multi-element extended systems. Nat. Mach. Intell. 1 (10) (2019)
Jonathan P. Mailoa, Mordechai Kornbluth, Simon L. Batzner, Georgy Samsonidze, Stephen T. Lam, Chris Ablitt, Nicola Molinari, Boris Kozinsky
Fast Neural Network Approach for Direct Covariant Forces Prediction in Complex Multi-Element Extended Systems. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

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Jonathan P. Mailoa