--- title: "Sam Cox · Future House, Inc. — author profile and papers" description: "Sam Cox, Future House, Inc.: 2 papers on Elamur Research (2023), h-index 9 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/sam-cox/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sam-cox/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sam Cox # Sam Cox Sam Cox has 2 papers in our library, in 2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Andrew D White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/), [Samuel G. Rodriques](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/). 2 papers in our library · 2023 [OpenAlex](https://openalex.org/A5101971357) · [ORCID](https://orcid.org/0000-0002-4441-9327) · [**h-index 9**](https://openalex.org/authors/A5101971357) · [17 works](https://openalex.org/works?filter=author.id:A5101971357) · [1,371 citations](https://openalex.org/works?filter=author.id:A5101971357&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/sam-cox/#papers) · [🔗 Cited 159 times in our library](https://md.research.elamur.ai/free/en/authors/sam-cox/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5390](https://md.research.elamur.ai/free/en/paper-stars/page/54/#star-5390) 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=Sam+Cox) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sam+Cox) · [dblp](https://dblp.org/search?q=Sam+Cox) · [ACL Anthology](https://aclanthology.org/search/?q=Sam+Cox) ## Affiliations [🎓**University of Rochester** Rochester · United States 2021–2026 · 9 papersEducation 2021–2026 · PhD - Chemical Engineering, Chemical Engineering*current*](https://md.research.elamur.ai/free/en/universities/university-of-rochester/) · [🤝**Future House, Inc.** San Francisco · United States 2024–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/ngos/future-house-inc/) · [🎓**Lee University** Cleveland · United States 2017–2021Education 2017–2021 · BS Chemistry, Chemistry](https://ror.org/00fwhaq79) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 9 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2023** 2 papers](https://md.research.elamur.ai/free/en/authors/sam-cox/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[ChemCrow: Augmenting large-language models with chemistry tools](https://md.research.elamur.ai/free/en/papers/bran-2023-chemcrow-augmenting-large-language/)** *(2023 · 211 citations)* General-purpose LLMs such as GPT-4 often fail at chemistry. They cannot reliably convert IUPAC names into structures, and they have no access to specialised software or databases. Meanwhile, many strong computational chemistry tools exist, but non-programmers find them hard to combine. ChemCrow addresses both… 2. **[PaperQA: Retrieval-Augmented Generative Agent for Scientific Research](https://md.research.elamur.ai/free/en/papers/lala-2023-paperqa-retrieval-augmented-generative/)** *(2023 · 109 citations)* Scientific literature grows faster than researchers can read it, and plain LLMs answering science questions tend to invent facts, give no traceable sources, and know nothing published after their training cutoff. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**ChemCrow: Augmenting large-language models with chemistry tools arXiv:2304.05376**Andres M Bran, Sam Cox, Oliver Schilter, et al.*2023 · 211 citations*](https://md.research.elamur.ai/free/en/papers/bran-2023-chemcrow-augmenting-large-language/) 2. [**PaperQA: Retrieval-Augmented Generative Agent for Scientific Research arXiv:2312.07559**Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski, et al.*2023 · 109 citations*](https://md.research.elamur.ai/free/en/papers/lala-2023-paperqa-retrieval-augmented-generative/) 3. **[Aviary: training language agents on challenging scientific tasks ↗](https://arxiv.org/abs/2412.21154) arXiv:2412.21154 · no summary yet**Siddharth Narayanan et al.*2024 · 18 citations* ## Co-authors here 2 co-authors with a page, the most papers together first. - [Andrew D White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/) ×2 - [Samuel G. Rodriques](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/) ## Cited by Papers of our library cite their works 159 times (of the 149,439 papers whose bibliographies we read); [41 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sam-cox/cited-by/). Updated 2 November 2026