Mayk Caldas Ramos
Mayk Caldas Ramos has 2 papers in our library, in 2024–2025, most of them on Reasoning; often with Andrew D. White, Albert Bou, Geemi Wellawatte.
OpenAlex · ORCID · h-index 6 · 15 works · 608 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 24 times in our library · ⭐ Paper Stars ranking: #5697
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMaterials Science · 2 worksComputational Theory and Mathematics · 2 worksMaterials Chemistry · 2 worksArtificial Intelligence · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Artificial intelligence · 1 work
Works by year
2020s
Papers
- A Review of Large Language Models and Autonomous Agents in Chemistry (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. - 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.
Co-authors here
- Andrew D. White ×2
- Albert Bou
- Geemi Wellawatte
- James D. Braza
- Ludovico Mitchener
- Ryan-Rhys Griffiths
- Samuel G. Rodriques
- Siddharth Narayanan
Cited by
Updated
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