ACS Central Science (Sep 2023)
A Model Ensemble Approach Enables Data-Driven Property Prediction for Chemically Deconstructable Thermosets in the Low-Data Regime
- 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
Affiliations
- Yasmeen S. AlFaraj
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Somesh Mohapatra
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Peyton Shieh
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Keith E. L. Husted
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Douglass G. Ivanoff
- Department of Materials Science and Engineering, University of Illinois at UrbanaChampaign, Urbana, Illinois, United States of America
- Evan M. Lloyd
- The Beckman Institute for Advanced Science and Technology, University of Illinois at UrbanaChampaign, Urbana, Illinois, United States of America
- Julian C. Cooper
- The Beckman Institute for Advanced Science and Technology, University of Illinois at UrbanaChampaign, Urbana, Illinois, United States of America
- Yutong Dai
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Avni P. Singhal
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Jeffrey S. Moore
- Department of Materials Science and Engineering, University of Illinois at UrbanaChampaign, Urbana, Illinois, United States of America
- Nancy R. Sottos
- Department of Materials Science and Engineering, University of Illinois at UrbanaChampaign, Urbana, Illinois, United States of America
- Rafael Gomez-Bombarelli
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Jeremiah A. Johnson
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- DOI
- https://doi.org/10.1021/acscentsci.3c00502
- Journal volume & issue
-
Vol. 9,
no. 9
pp. 1810 – 1819
Abstract
No abstracts available.
