---
cff-version: 1.2.0
title: "Training a Scientific Reasoning Model for Chemistry"
message: >-
  If you use this software, please cite it using the
  metadata from this file.
authors:
  - given-names: Siddharth M.
    family-names: Narayanan
  - given-names: James D.
    family-names: Braza
  - given-names: Ryan-Rhys
    family-names: Griffiths
  - given-names: Albert
    family-names: Bou
  - given-names: Geemi P.
    family-names: Wellawatte
  - given-names: Mayk
    family-names: Caldas Ramos
  - given-names: Ludovico
    family-names: Mitchener
  - given-names: Samuel G.
    family-names: Rodriques
  - given-names: Andrew D.
    family-names: White
identifiers:
  - type: doi
    value: 10.48550/arXiv.2506.17238
    description: ArXiv DOI
  - type: url
    value: https://arxiv.org/abs/2506.17238
    description: ArXiv abstract
repository-code: https://github.com/Future-House/ether0
keywords:
  - Artificial Intelligence
  - Chemistry
  - Computation and Language
  - Machine Learning
  - Reasoning Model
license: Apache-2.0
preferred-citation:
  authors:
    - given-names: Siddharth M.
      family-names: Narayanan
    - given-names: James D.
      family-names: Braza
    - given-names: Ryan-Rhys
      family-names: Griffiths
    - given-names: Albert
      family-names: Bou
    - given-names: Geemi P.
      family-names: Wellawatte
    - given-names: Mayk
      family-names: Caldas Ramos
    - given-names: Ludovico
      family-names: Mitchener
    - given-names: Samuel G.
      family-names: Rodriques
    - given-names: Andrew D.
      family-names: White
  date-published: 2025-06-04
  doi: 10.48550/arXiv.2506.17238
  journal: preprint
  title: "Training a Scientific Reasoning Model for Chemistry"
  type: article
  url: https://arxiv.org/abs/2506.17238