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researcher

Erin Antono

6 papers hereh-index 131.4k citations21 works total

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

author position
  • middle author5

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci2
  • stat.ML2
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedHigh-Dimensional Materials and Process Optimization using Data-driven Experimental Design with Well-Calibrated Uncertainty Estimates

180 citations · 276 across the 6 of their papers we have counts for

collaborators
Showing 2017 · cs.AIShow all

1 paper · 2 filters

cs.AI2017★ 6 cited

Building Data-driven Models with Microstructural Images: Generalization and Interpretability

Julia Ling, Maxwell Hutchinson, Erin Antono +3

As data-driven methods rise in popularity in materials science applications, a key question is how these machine learning models can be used to understand microstructure. Given the…

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