Joseph Montoya

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Delaunay Triangulations

Persistent Homology

Reference Points

Top Venues

J. Open Source Softw.

Publications

Xiangyun Lei, Joseph Montoya
GMP-Featurizer: A parallelized Python package for efficiently computing the Gaussian Multipole features of atomic systems. CoRR (2023)
Xiangyun Lei, Joseph Montoya
GMP-Featurizer: A parallelized Python package for efficiently computing the Gaussian Multipole features of atomic systems. J. Open Source Softw. 8 (89) (2023)
Xiangyun Lei, Weike Ye, Joseph Montoya, Tim Mueller, Linda Hung, Jens S. Hummelshoej
The Role of Reference Points in Machine-Learned Atomistic Simulation Models. CoRR (2023)
Aditi S. Krishnapriyan, Joseph Montoya, Jens S. Hummelshøj, Dmitriy Morozov
Persistent homology advances interpretable machine learning for nanoporous materials. CoRR (2020)
Roni Choudhury, Muratahan Aykol, Samuel Gratzl, Joseph Montoya, Jens S. Hummelshøj
MaterialNet: A web-based graph explorer for materials science data. J. Open Source Softw. 5 (47) (2020)
Patrick K. Herring, Chirranjeevi Balaji Gopal, Muratahan Aykol, Joseph Montoya, Abraham Anapolsky, Peter M. Attia, William Gent, Jens S. Hummelshøj, Linda Hung, Ha-Kyung Kwon, Patrick Moore, Daniel Schweigert, Kristen A. Severson, Santosh Suram, Zi Yang, Richard D. Braatz, Brian D. Storey
BEEP: A Python library for Battery Evaluation and Early Prediction. SoftwareX 11 (2020)