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Mariel Pettee

16 papers hereh-index 8316 citations19 works total

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

author position
  • first author1
  • middle author11
  • last author3

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • astro-ph.IM2
  • stat.ML2
  • cs.AI1
  • cs.CL1
  • cs.CV1
same name
  • Mariel Pettee — 5 papers, h 6
  • Mariel Pettee — 2 papers
  • Mariel Pettee — 2 papers
  • Mariel Pettee — 1 paper
  • Mariel Pettee — 1 paper
  • Mariel Pettee — 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
20192026
most citedMultiple Physics Pretraining for Physical Surrogate Models

16 citations · 35 across the 15 of their papers we have counts for

collaborators
Showing astro-ph.IMShow all

2 papers · 1 filter

astro-ph.IM2025

Universal Spectral Tokenization via Self-Supervised Panchromatic Representation Learning

Jeff Shen, Francois Lanusse, Liam Holden Parker +24

Sequential scientific data span many resolutions and domains, and unifying them into a common representation is a key step toward developing foundation models for the sciences. Ast…

astro-ph.IM2025

AION-1: Omnimodal Foundation Model for Astronomical Sciences

Liam Parker, Francois Lanusse, Jeff Shen +24

While foundation models have shown promise across a variety of fields, astronomy still lacks a unified framework for joint modeling across its highly diverse data modalities. In th…

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