Deep Learning for Prediction and Optimization of Fast-Flow Peptide Synthesis

by Somesh Mohapatra, Nina Hartrampf, Mackenzie Poskus, Andrei Loas, Rafael Gómez-Bombarelli, Bradley L. Pentelute
Published 2020-11-01

Machine Learning Guides Peptide Nucleic Acid Flow Synthesis and Sequence Design

by Chengxi Li, Genwei Zhang, Somesh Mohapatra, Alex J. Callahan, Andrei Loas, Rafael Gómez‐Bombarelli, Bradley L. Pentelute
Published 2022-12-01

Deep Learning Enables Discovery of a Short Nuclear Targeting Peptide for Efficient Delivery of Antisense Oligomers

by Eva M. López-Vidal, Carly K. Schissel, Somesh Mohapatra, Kamela Bellovoda, Chia-Ling Wu, Jenna A. Wood, Annika B. Malmberg, Andrei Loas, Rafael Gómez-Bombarelli, Bradley L. Pentelute
Published 2021-10-01

Quantitative Mapping of Molecular Substituents to Macroscopic Properties Enables Predictive Design of Oligoethylene Glycol-Based Lithium Electrolytes

by Bo Qiao, Somesh Mohapatra, Jeffrey Lopez, Graham M. Leverick, Ryoichi Tatara, Yoshiki Shibuya, Yivan Jiang, Arthur France-Lanord, Jeffrey C. Grossman, Rafael Gómez-Bombarelli, Jeremiah A. Johnson, Yang Shao-Horn
Published 2020-06-01

Design of Cytotoxic T Cell Epitopes by Machine Learning of Human Degrons

by Nicholas L. Truex, Somesh Mohapatra, Mariane Melo, Jacob Rodriguez, Na Li, Wuhbet Abraham, Deborah Sementa, Faycal Touti, Derin B. Keskin, Catherine J. Wu, Darrell J. Irvine, Rafael Gómez-Bombarelli, Bradley L. Pentelute
Published 2024-03-01

A Model Ensemble Approach Enables Data-Driven Property Prediction for Chemically Deconstructable Thermosets in the Low-Data Regime

by Yasmeen S. AlFaraj, Somesh Mohapatra, Peyton Shieh, Keith E. L. Husted, Douglass G. Ivanoff, Evan M. Lloyd, Julian C. Cooper, Yutong Dai, Avni P. Singhal, Jeffrey S. Moore, Nancy R. Sottos, Rafael Gomez-Bombarelli, Jeremiah A. Johnson
Published 2023-09-01

Synthetic Glycomacromolecules of Defined Valency, Absolute Configuration, and Topology Distinguish between Human Lectins

by Manuel Hartweg, Yivan Jiang, Gokhan Yilmaz, Cassie M. Jarvis, Hung V.-T. Nguyen, Gastón A. Primo, Alessandra Monaco, Valentin P. Beyer, Kathleen K. Chen, Somesh Mohapatra, Simon Axelrod, Rafael Gómez-Bombarelli, Laura L. Kiessling, C. Remzi Becer, Jeremiah A. Johnson
Published 2021-08-01