--- title: "Amir Barati Farimani — author profile and papers in our library" description: "Amir Barati Farimani, Carnegie Mellon University: 3 papers on Elamur Research (2023–2025), h-index 51 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/amir-barati-farimani/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/amir-barati-farimani/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Amir Barati Farimani # Amir Barati Farimani Amir Barati Farimani has 3 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chandan K. Reddy](https://md.research.elamur.ai/free/en/authors/chandan-k-reddy/), [Kazem Meidani](https://md.research.elamur.ai/free/en/authors/kazem-meidani/), [Parshin Shojaee](https://md.research.elamur.ai/free/en/authors/parshin-shojaee/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5008745801) · [ORCID](https://orcid.org/0000-0002-2952-8576) · [Wikidata](https://www.wikidata.org/wiki/Q53328040) · [**h-index 51**](https://openalex.org/authors/A5008745801) · [269 works](https://openalex.org/works?filter=author.id:A5008745801) · [9,547 citations](https://openalex.org/works?filter=author.id:A5008745801&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/amir-barati-farimani/#papers) · [🔗 Cited 63 times in our library](https://md.research.elamur.ai/free/en/authors/amir-barati-farimani/cited-by/) · [⭐ Paper Stars ranking: #9050](https://md.research.elamur.ai/free/en/paper-stars/page/91/#star-9050) 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=Amir+Barati+Farimani) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Amir+Barati+Farimani) · [dblp](https://dblp.org/search?q=Amir+Barati+Farimani) · [ACL Anthology](https://aclanthology.org/search/?q=Amir+Barati+Farimani) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 2018–2026 · 197 papersEmployment since 2018 · Assistant Professor, Mechanical Engineering*current*](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2010–2018 · 24 papersEducation 2010–2015](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**Stanford University** Stanford · United States 2015–2018 · 10 papersEducation since 2015 · Postdoctoral Fellow, ChemistryEmployment 2015–2018 · Postdoctoral Fellow, Chemistry](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of Coimbra** Coimbra · Portugal 2010–2012 · 3 papers](https://md.research.elamur.ai/free/en/universities/university-of-coimbra/) · [🎓**University of California San Diego** San Diego · United States 2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/) 🏛️**University of Illinois at Urbana-Champaign** Urbana · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2010–2015Education 2010–2015 · PhD, Mechanical Science and Engineering [🎓**Tarbiat Modares University** Tehran · Iran 2005–2008Education 2005–2008 · MSc, Mechanical and Aerospace](https://ror.org/03mwgfy56) · [🎓**Ferdowsi University of Mashhad** Mashhad · Iran 2000–2005Education 2000–2005 · BSc, Mechanical Engineering](https://ror.org/00g6ka752) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed. ## 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Physics and Astronomy · 3 works](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/) · [Computational Theory and Mathematics · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Statistical and Nonlinear Physics · 3 works](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/statistical-and-nonlinear-physics/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Modeling and Simulation · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/modeling-and-simulation/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [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** 1 paper](https://md.research.elamur.ai/free/en/authors/amir-barati-farimani/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/amir-barati-farimani/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/amir-barati-farimani/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[LLM-SR: Scientific Equation Discovery via Programming with Large Language Models](https://md.research.elamur.ai/free/en/papers/shojaee-2024-llm-sr-scientific-equation/)** *(2024 · 47 citations)* Symbolic regression aims to recover compact, interpretable formulas from observations. The search space is combinatorially huge (the task is NP-hard), and classic tools such as genetic programming over expression trees ignore the domain knowledge that human scientists bring. LLM-SR addresses this by asking a large… 2. **[LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models](https://md.research.elamur.ai/free/en/papers/shojaee-2025-llm-srbench-new-benchmark/)** *(2025 · 18 citations)* Benchmarks for symbolic regression, such as Feynman, SRBench and SRSD, mostly contain textbook physics laws. 3. **[SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training](https://md.research.elamur.ai/free/en/papers/meidani-2023-snip-bridging-mathematical-symbolic-numeric/)** *(2023 · 8 citations)* Deep learning models for mathematics usually handle either symbolic expressions or numeric data, and they are typically trained with supervision for one specific task. ## Co-authors here 4 co-authors with a page, the most papers together first. - [Chandan K. Reddy](https://md.research.elamur.ai/free/en/authors/chandan-k-reddy/) ×3 - [Kazem Meidani](https://md.research.elamur.ai/free/en/authors/kazem-meidani/) ×3 - [Parshin Shojaee](https://md.research.elamur.ai/free/en/authors/parshin-shojaee/) ×3 - [Shashank Gupta](https://md.research.elamur.ai/free/en/authors/shashank-gupta/) ## Cited by Papers of our library cite their works 63 times (of the 149,439 papers whose bibliographies we read); [20 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/amir-barati-farimani/cited-by/). Updated 3 November 2026