Ludovico Mitchener
Ludovico Mitchener has 2 papers in our library, in 2025, most of them on Evaluation & benchmarks, Reasoning; often with Samuel G Rodriques, Siddharth Narayanan, Albert Bou.
OpenAlex · ORCID · h-index 7 · 16 works · 162 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #9899
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksMaterials Science · 1 workArtificial Intelligence · 1 workDecision Sciences · 1 workHealth Informatics · 1 workInformation Systems and Management · 1 workMedicine · 1 workComputational Theory and Mathematics · 1 workComputer Vision and Pattern Recognition · 1 workMaterials Chemistry · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology (2025 · 29 citations)
Bioinformatics may be one of the first fields where AI agents could carry out research autonomously. Yet no broad benchmark existed to test whether LLM-based agents can explore real biological data, run long multi-step analyses and interpret the results. The authors, from FutureHouse and ScienceMachine, built… - 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
- Samuel G Rodriques ×2
- Siddharth Narayanan ×2
- Albert Bou
- Andrew D. White
- Geemi Wellawatte
- James D. Braza
- Jon M Laurent
- Mayk Caldas Ramos
- Ryan-Rhys Griffiths
Cited by
Updated
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