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researcher

Francis J. Alexander

7 papers hereh-index 10265 citations25 works total

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

author position
  • middle author6

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • math.OC1
  • q-bio.GN1
  • stat.ME1
  • stat.ML1
same name
  • Francis J. Alexander — 7 papers, h 6

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
20212023
most citedMulti-Objective Latent Space Optimization of Generative Molecular Design Models

31 citations · 64 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CL2023★ 8 cited

Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge

Gilchan Park, Byung-Jun Yoon, Xihaier Luo +3

Background: Identification of the interactions and regulatory relations between biomolecules play pivotal roles in understanding complex biological systems and the mechanisms under…

q-bio.GN2023

Comprehensive analysis of gene expression profiles to radiation exposure reveals molecular signatures of low-dose radiation response

Xihaier Luo, Sean McCorkle, Gilchan Park +6

There are various sources of ionizing radiation exposure, where medical exposure for radiation therapy or diagnosis is the most common human-made source. Understanding how gene exp…

cs.LG2023★ 15 cited

A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning Workflows

Line Pouchard, Kristofer G. Reyes, Francis J. Alexander +1

The ability to replicate predictions by machine learning (ML) or artificial intelligence (AI) models and results in scientific workflows that incorporate such ML/AI predictions is…

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