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Ryan-Rhys Griffiths

Ryan-Rhys Griffiths has 3 papers in our library, in 2023–2025, most of them on Reasoning; often with Albert Bou, Andrew D. White, Geemi Wellawatte.

3 papers in our library · 2023–2025

OpenAlex · h-index 2 · 4 works · 342 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 150 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4461

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksMathematics · 1 workArtificial Intelligence · 2 worksComputational Theory and Mathematics · 2 worksModeling and Simulation · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 workMaterials Science · 1 workComputer Vision and Pattern Recognition · 1 workMaterials Chemistry · 1 work

🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works

 Works by year

2020s

20251 paper20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Mathematical Capabilities of ChatGPT (2023 · 449 citations)
    Most natural-language benchmarks for language models test only school-level mathematics or contain very few problems.
  2. Aviary: training language agents on challenging scientific tasks (2024 · 18 citations)
    Scientific work usually unfolds over many rounds of tool use, analysis and feedback, yet software for building and training LLM-based agents for such multi-step work is fragmented and loosely defined.
  3. Training a Scientific Reasoning Model for Chemistry (2025 · 15 citations)
    The paper asks whether reasoning-style post-training, which has mostly been shown to work in maths and coding, also transfers to chemistry.

All works

4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

  1. Mathematical Capabilities of ChatGPTConference on Neural Information Processing Systems (NeurIPS)Simon Frieder, Luca Pinchetti, Alexis Chevalier, et al.2023 · 449 citations
  2. Aviary: training language agents on challenging scientific tasksarXiv:2412.21154Siddharth Narayanan, James D. Braza, Ryan-Rhys Griffiths, et al.2024 · 18 citations
  3. Training a Scientific Reasoning Model for ChemistryarXiv:2506.17238Siddharth M. Narayanan, James D. Braza, Ryan-Rhys Griffiths, et al.2025 · 15 citations
  4. Neural Nonmyopic Bayesian Optimization in Dynamic Cost Settings ↗arXiv (Cornell University) · no summary yetSang Truong et al.2026

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 150 times (of the 149,439 papers whose bibliographies we read); 59 citing papers with a page here →.

Updated

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