--- title: "Ryan-Rhys Griffiths — author profile and papers · Reasoning" description: "Ryan-Rhys Griffiths: 3 papers on Elamur Research (2023–2025), h-index 2 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/ryan-rhys-griffiths/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ryan-rhys-griffiths/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ryan-Rhys Griffiths # Ryan-Rhys Griffiths Ryan-Rhys Griffiths has 3 papers in our library, in 2023–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Albert Bou](https://md.research.elamur.ai/free/en/authors/albert-bou/), [Andrew D. White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/), [Geemi Wellawatte](https://md.research.elamur.ai/free/en/authors/geemi-wellawatte/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5137325694) · [**h-index 2**](https://openalex.org/authors/A5137325694) · [4 works](https://openalex.org/works?filter=author.id:A5137325694) · [342 citations](https://openalex.org/works?filter=author.id:A5137325694&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/#papers) · [🔗 Cited 150 times in our library](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4461](https://md.research.elamur.ai/free/en/paper-stars/page/45/#star-4461) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Ryan-Rhys+Griffiths) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ryan-Rhys+Griffiths) · [dblp](https://dblp.org/search?q=Ryan-Rhys+Griffiths) · [ACL Anthology](https://aclanthology.org/search/?q=Ryan-Rhys+Griffiths) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 10 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Modeling and Simulation · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/modeling-and-simulation/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mathematical Capabilities of ChatGPT](https://md.research.elamur.ai/free/en/papers/frieder-2023-mathematical-capabilities-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](https://md.research.elamur.ai/free/en/papers/narayanan-2024-aviary-training-language-agents/)** *(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](https://md.research.elamur.ai/free/en/papers/narayanan-2025-training-scientific-reasoning-model/)** *(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 ChatGPT](https://md.research.elamur.ai/free/en/papers/frieder-2023-mathematical-capabilities-chatgpt/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Simon Frieder, Luca Pinchetti, Alexis Chevalier, et al.*2023 · 449 citations* 2. [**Aviary: training language agents on challenging scientific tasks arXiv:2412.21154**Siddharth Narayanan, James D. Braza, Ryan-Rhys Griffiths, et al.*2024 · 18 citations*](https://md.research.elamur.ai/free/en/papers/narayanan-2024-aviary-training-language-agents/) 3. [**Training a Scientific Reasoning Model for Chemistry arXiv:2506.17238**Siddharth M. Narayanan, James D. Braza, Ryan-Rhys Griffiths, et al.*2025 · 15 citations*](https://md.research.elamur.ai/free/en/papers/narayanan-2025-training-scientific-reasoning-model/) 4. **[Neural Nonmyopic Bayesian Optimization in Dynamic Cost Settings ↗](https://arxiv.org/abs/2601.06505) arXiv (Cornell University) · no summary yet**Sang Truong et al.*2026* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Albert Bou](https://md.research.elamur.ai/free/en/authors/albert-bou/) ×2 - [Andrew D. White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/) ×2 - [Geemi Wellawatte](https://md.research.elamur.ai/free/en/authors/geemi-wellawatte/) ×2 - [James D. Braza](https://md.research.elamur.ai/free/en/authors/james-d-braza/) ×2 - [Samuel G. Rodriques](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/) ×2 - [Siddharth Narayanan](https://md.research.elamur.ai/free/en/authors/siddharth-narayanan/) ×2 - [Alexis Chevalier](https://md.research.elamur.ai/free/en/authors/alexis-chevalier/) - [Jon M Laurent](https://md.research.elamur.ai/free/en/authors/jon-m-laurent/) - [Ludovico Mitchener](https://md.research.elamur.ai/free/en/authors/ludovico-mitchener/) - [Mayk Caldas Ramos](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/) - [Sam Cox](https://md.research.elamur.ai/free/en/authors/sam-cox/) - [Simon Frieder](https://md.research.elamur.ai/free/en/authors/simon-frieder/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/) ## 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 →](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/cited-by/). Updated 3 November 2026