--- title: "Ludovico Mitchener — author profile and papers in our library" description: "Ludovico Mitchener, Future House, Inc.: 2 papers on Elamur Research (2025), h-index 7 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/ludovico-mitchener/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ludovico-mitchener/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ludovico Mitchener # Ludovico Mitchener Ludovico Mitchener has 2 papers in our library, in 2025, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [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/), [Albert Bou](https://md.research.elamur.ai/free/en/authors/albert-bou/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5029949736) · [ORCID](https://orcid.org/0000-0002-5968-9776) · [**h-index 7**](https://openalex.org/authors/A5029949736) · [16 works](https://openalex.org/works?filter=author.id:A5029949736) · [162 citations](https://openalex.org/works?filter=author.id:A5029949736&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/ludovico-mitchener/#papers) · [🔗 Cited 17 times in our library](https://md.research.elamur.ai/free/en/authors/ludovico-mitchener/cited-by/) · [⭐ Paper Stars ranking: #9899](https://md.research.elamur.ai/free/en/paper-stars/page/99/#star-9899) 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=Ludovico+Mitchener) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ludovico+Mitchener) · [dblp](https://dblp.org/search?q=Ludovico+Mitchener) · [ACL Anthology](https://aclanthology.org/search/?q=Ludovico+Mitchener) ## Affiliations [🤝**Future House, Inc.** San Francisco · United States 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/ngos/future-house-inc/) · [🏢**Edison Scientific Inc.** San Francisco · United States 2025–2026 · 2 papers*current*](https://ror.org/01p9amb16) · [🎓**Imperial College London** London · United Kingdom 2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) · [🎓**University College London** London · United Kingdom 2018–2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-college-london/) 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 10 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 · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [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 2 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/ludovico-mitchener/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology](https://md.research.elamur.ai/free/en/papers/mitchener-2025-bixbench-comprehensive-benchmark-llm/)** *(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… 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 9 co-authors with a page, the most papers together first. - [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 - [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/) - [James D. Braza](https://md.research.elamur.ai/free/en/authors/james-d-braza/) - [Jon M Laurent](https://md.research.elamur.ai/free/en/authors/jon-m-laurent/) - [Mayk Caldas Ramos](https://md.research.elamur.ai/free/en/authors/mayk-caldas-ramos/) - [Ryan-Rhys Griffiths](https://md.research.elamur.ai/free/en/authors/ryan-rhys-griffiths/) ## Cited by Papers of our library cite their works 17 times (of the 149,439 papers whose bibliographies we read); [8 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/ludovico-mitchener/cited-by/). Updated 3 November 2026