Matthew Spellings

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 6

Top Topics

Geometric Algebra

Materials Science

Machine Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings, Mikhail Galkin, Santiago Miret
MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling. CoRR (2023)
Kin Long Kelvin Lee, Carmelo Gonzales, Matthew Spellings, Mikhail Galkin, Santiago Miret, Nalini Kumar
Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit. SC Workshops (2023)
Santiago Miret, Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings
The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science. Trans. Mach. Learn. Res. 2023 (2023)
Santiago Miret, Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings
The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science. CoRR (2022)
Matthew Spellings
Geometric Algebra Attention Networks for Small Point Clouds. CoRR (2021)
Matthew Spellings
Agglomerative Attention. CoRR (2019)
Edward W. Lowe, Mariusz Butkiewicz, Matthew Spellings, Albert Omlor, Jens Meiler
Comparative analysis of machine learning techniques for the prediction of logP. CIBCB (2011)