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Caleb R. Choban

3 papers hereh-index 6150 citations9 works total

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

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • astro-ph.GA2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

collaborators

3 papers

cs.AI2026

CAS: A Causal Attribution Score for Local and Global Explainable Artificial Intelligence

Michael Georgiades, Charalambia Varnava

Predictive explanation methods attribute a model output; they do not, by themselves, attribute an intervention effect on the real-world outcome. We introduce the Causal Attribution…

astro-ph.GA2026

Ashes of FIRE: Modeling Dust Grain Size Evolution in the Local Group with FIRE

Caleb R. Choban, Samir Salim, Dušan Kereš +2

We introduce a new, discretized grain size evolution model, incorporated into the GIZMO code and coupled with FIRE-3 stellar feedback and ISM physics, to investigate variations in…

astro-ph.GA2025

A Dusty Dawn: Galactic Dust Buildup at z≳5

Caleb R. Choban, Samir Salim, Dušan Kereš +2

Over the last decade, the Atacama Large Millimeter Array has revealed massive, dusty star-forming galaxies at z≳5, and the James Webb Space Telescope is primed to uncover e…

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