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Matthew Spellings

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

11 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 author2
  • first author3
  • middle author5
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cond-mat.soft3
  • cond-mat.mtrl-sci2
  • physics.comp-ph2
affiliations
  • Department of Chemical Engineering, University of Michigan, Ann Arbor, MI 48109, USA.

identity via Semantic Scholar / OpenAlex

activity
20152024
most citedfreud: A Software Suite for High Throughput Analysis of Particle Simulation Data

316 citations · 410 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

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…

physics.comp-ph2019★ 316 cited

freud: A Software Suite for High Throughput Analysis of Particle Simulation Data

Vyas Ramasubramani, Bradley D. Dice, Eric S. Harper +3

The freud Python package is a powerful library for analyzing simulation data. Written with modern simulation and data analysis workflows in mind, freud provides a Python interface…

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