Matthew Spellings

According to our database, Matthew Spellings authored at least 6 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science.

Santiago Miret, Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings

Trans. Mach. Learn. Res., 2023

MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling.

Kin Long Kelvin Lee, Carmelo Gonzales, Marcel Nassar, Matthew Spellings, Mikhail Galkin, Santiago Miret

CoRR, 2023

Towards Foundation Models for Materials Science: The Open MatSci ML Toolkit.

Kin Long Kelvin Lee, Carmelo Gonzales, Matthew Spellings, Mikhail Galkin, Santiago Miret, Nalini Kumar

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2021

Geometric Algebra Attention Networks for Small Point Clouds.

Matthew Spellings

CoRR, 2021

2019

Agglomerative Attention.

Matthew Spellings

CoRR, 2019

2011

Comparative analysis of machine learning techniques for the prediction of logP.

Edward W. Lowe, Mariusz Butkiewicz, Matthew Spellings, Albert Omlor, Jens Meiler

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2011