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researcher

T. Brettin

12 papers here

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

author position
  • middle author11

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • q-bio.QM5
  • cs.LG3
  • cs.DC2
  • q-bio.BM2
same name
  • T. Brettin — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedTargeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release

20 citations · 43 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2021

CrossedWires: A Dataset of Syntactically Equivalent but Semantically Disparate Deep Learning Models

Max Zvyagin, Thomas Brettin, Arvind Ramanathan +1

The training of neural networks using different deep learning frameworks may lead to drastically differing accuracy levels despite the use of the same neural network architecture a…

cs.LG2020★ 7 cited

A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning

Austin Clyde, Tom Brettin, Alexander Partin +6

By combining various cancer cell line (CCL) drug screening panels, the size of the data has grown significantly to begin understanding how advances in deep learning can advance dru…

cs.LG2019

Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research

Prasanna Balaprakash, Romain Egele, Misha Salim +5

Cancer is a complex disease, the understanding and treatment of which are being aided through increases in the volume of collected data and in the scale of deployed computing power…

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