--- title: "Mayk Caldas Ramos — author profile and papers · Reasoning" description: "Mayk Caldas Ramos, Edison Scientific Inc.: 2 papers on Elamur Research (2024–2025), h-index 6 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/mayk-caldas-ramos/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mayk-caldas-ramos/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mayk Caldas Ramos # Mayk Caldas Ramos Mayk Caldas Ramos has 2 papers in our library, in 2024–2025, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Andrew D. White](https://md.research.elamur.ai/free/en/authors/andrew-d-white/), [Albert Bou](https://md.research.elamur.ai/free/en/authors/albert-bou/), [Geemi Wellawatte](https://md.research.elamur.ai/free/en/authors/geemi-wellawatte/). 2 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5017606395) · [ORCID](https://orcid.org/0000-0001-5336-2847) · [**h-index 6**](https://openalex.org/authors/A5017606395) · [15 works](https://openalex.org/works?filter=author.id:A5017606395) · [608 citations](https://openalex.org/works?filter=author.id:A5017606395&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/#papers) · [🔗 Cited 24 times in our library](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/cited-by/) · [⭐ Paper Stars ranking: #5697](https://md.research.elamur.ai/free/en/paper-stars/page/57/#star-5697) 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=Mayk+Caldas+Ramos) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mayk+Caldas+Ramos) · [dblp](https://dblp.org/search?q=Mayk+Caldas+Ramos) · [ACL Anthology](https://aclanthology.org/search/?q=Mayk+Caldas+Ramos) ## Affiliations [🎓**University of Rochester** Rochester · United States 2023–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-rochester/) · [🏢**Edison Scientific Inc.** San Francisco · United States 2026 · 2 papers*current*](https://ror.org/01p9amb16) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Materials Science · 2 works](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Materials Chemistry · 2 works](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Artificial intelligence · 1 work](https://md.research.elamur.ai/free/en/concepts/artificial-intelligence/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[A Review of Large Language Models and Autonomous Agents in Chemistry](https://md.research.elamur.ai/free/en/papers/ramos-2024-review-large-language-models-autonomous/)** *(2024 · 288 citations)* Chemistry faces four linked bottlenecks: predicting properties of candidate compounds, generating molecules that meet target profiles (inverse design), planning efficient syntheses, and automating lab work. 2. **[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. ## Co-authors here 8 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 - [Albert Bou](https://md.research.elamur.ai/free/en/authors/albert-bou/) - [Geemi Wellawatte](https://md.research.elamur.ai/free/en/authors/geemi-wellawatte/) - [James D. Braza](https://md.research.elamur.ai/free/en/authors/james-d-braza/) - [Ludovico Mitchener](https://md.research.elamur.ai/free/en/authors/ludovico-mitchener/) - [Ryan-Rhys Griffiths](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/) - [Samuel G. Rodriques](https://md.research.elamur.ai/free/en/authors/samuel-g-rodriques/) - [Siddharth Narayanan](https://md.research.elamur.ai/free/en/authors/siddharth-narayanan/) ## Cited by Papers of our library cite their works 24 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/cited-by/). Updated 3 November 2026