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researcher

Matthew Spellings

Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA.

6 papers hereh-index 11849 citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author1
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci2
  • cs.LG2
  • cond-mat.soft1
  • physics.comp-ph1
affiliations
  • Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA.
same name
  • Matthew Spellings — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedLocal structural features elucidate crystallization of complex structures

11 citations · 27 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Self-Supervised Learning for Ordered Three-Dimensional Structures

Matthew Spellings, Maya Martirossyan, Julia Dshemuchadse

Recent work has proven that training large language models with self-supervised tasks and fine-tuning these models to complete new tasks in a transfer learning setting is a powerfu…

cs.LG2019

Agglomerative Attention

Matthew Spellings

Neural networks using transformer-based architectures have recently demonstrated great power and flexibility in modeling sequences of many types. One of the core components of tran…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.