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Ben Afflerbach

7 papers hereh-index 6232 citations10 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci6
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedThe Materials Simulation Toolkit for Machine Learning (MAST-ML): an automated open source toolkit to accelerate data-driven materials research

78 citations · 142 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cond-mat.mtrl-sci2023★ 24 cited

Machine Learning Prediction of Critical Cooling Rate for Metallic Glasses From Expanded Datasets and Elemental Features

Benjamin T. Afflerbach, Carter Francis, Lane E. Schultz +9

We use a random forest model to predict the critical cooling rate (RC) for glass formation of various alloys from features of their constituent elements. The random forest model wa…

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