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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 cond-mat.mtrl-sciShow all

2 papers · 1 filter

cond-mat.mtrl-sci2020★ 3 cited

Quantifying uncertainty in high-throughput density functional theory: a comparison of AFLOW, Materials Project, and OQMD

Vinay I. Hegde, Christopher K. H. Borg, Zachary del Rosario +7

A central challenge in high throughput density functional theory (HT-DFT) calculations is selecting a combination of input parameters and post-processing techniques that can be use…

cond-mat.mtrl-sci2019★ 2 cited

Machine-learned metrics for predicting the likelihood of success in materials discovery

Yoolhee Kim, Edward Kim, Erin Antono +2

Materials discovery is often compared to the challenge of finding a needle in a haystack. While much work has focused on accurately predicting the properties of candidate materials…

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