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researcher

Kristina M. Herman

2 papers hereh-index 6101 citations15 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedEfficient first-principles modeling of complex molecular crystals at sub-chemical accuracy

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.mtrl-sci2026★ 1 cited

Efficient first-principles modeling of complex molecular crystals at sub-chemical accuracy

Benjamin X. Shi, Kristina M. Herman, Flaviano Della Pia +5

Molecules can form myriad crystalline polymorphs, each with distinct properties affecting their performance across diverse applications, from pharmaceuticals to functional material…

cs.LG2022

Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators

Jenna A. Bilbrey, Kristina M. Herman, Henry Sprueill +6

The demonstrated success of transfer learning has popularized approaches that involve pretraining models from massive data sources and subsequent finetuning towards a specific task…

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