Brett M. Savoie

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Transfer Learning

Manifold Alignment

Chemical Reactions

Top Venues

J. Chem. Inf. Model.

Mach. Learn. Sci. Technol.

Nat. Comput. Sci.

Publications

Bumjoon Seo, Brett M. Savoie
Evidence That Less Can Be More for Transferable Force Fields. J. Chem. Inf. Model. 63 (4) (2023)
Nicolae C. Iovanac, Brett M. Savoie
Erratum: Improving the generative performance of chemical autoencoders through transfer learning (2020 Mach. Learn.: Sci. Technol. 1 045010). Mach. Learn. Sci. Technol. 2 (3) (2021)
Qiyuan Zhao, Nicolae C. Iovanac, Brett M. Savoie
Transferable Ring Corrections for Predicting Enthalpy of Formation of Cyclic Compounds. J. Chem. Inf. Model. 61 (6) (2021)
Qiyuan Zhao, Brett M. Savoie
Simultaneously improving reaction coverage and computational cost in automated reaction prediction tasks. Nat. Comput. Sci. 1 (7) (2021)
Bumjoon Seo, Zih-Yu Lin, Qiyuan Zhao, Michael A. Webb, Brett M. Savoie
Topology Automated Force-Field Interactions (TAFFI): A Framework for Developing Transferable Force Fields. J. Chem. Inf. Model. 61 (10) (2021)
Nicolae C. Iovanac, Brett M. Savoie
Improving the generative performance of chemical autoencoders through transfer learning. Mach. Learn. Sci. Technol. 1 (4) (2020)
Qiyuan Zhao, Brett M. Savoie
Self-Consistent Component Increment Theory for Predicting Enthalpy of Formation. J. Chem. Inf. Model. 60 (4) (2020)