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Amir Barati Farimani

Amir Barati Farimani has 3 papers in our library, in 2023–2025, most of them on Language models & pretraining, Evaluation & benchmarks, Reasoning; often with Chandan K. Reddy, Kazem Meidani, Parshin Shojaee.

3 papers in our library · 2023–2025

OpenAlex · ORCID · Wikidata · h-index 51 · 269 works · 9,547 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 63 times in our library · ⭐ Paper Stars ranking: #9050

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Carnegie Mellon UniversityPittsburgh · United States2018–2026 · 197 papersEmployment since 2018 · Assistant Professor, Mechanical Engineeringcurrent🎓University of Illinois Urbana-ChampaignUrbana · United States2010–2018 · 24 papersEducation 2010–2015🎓Stanford UniversityStanford · United States2015–2018 · 10 papersEducation since 2015 · Postdoctoral Fellow, ChemistryEmployment 2015–2018 · Postdoctoral Fellow, Chemistry🎓University of CoimbraCoimbra · Portugal2010–2012 · 3 papers🎓University of California San DiegoSan Diego · United States2025 · 2 papers
🏛️University of Illinois at Urbana-ChampaignUrbana · United States2010–2015Education 2010–2015 · PhD, Mechanical Science and Engineering
🎓Tarbiat Modares UniversityTehran · Iran2005–2008Education 2005–2008 · MSc, Mechanical and Aerospace🎓Ferdowsi University of MashhadMashhad · Iran2000–2005Education 2000–2005 · BSc, Mechanical Engineering

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 9The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksPhysics and Astronomy · 3 worksComputational Theory and Mathematics · 3 worksStatistical and Nonlinear Physics · 3 worksArtificial Intelligence · 1 workMaterials Chemistry · 1 workMaterials Science · 1 workMathematics · 1 workModeling and Simulation · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 3 worksEvaluation & benchmarks · 1 workReasoning · 1 work

 Works by year

2020s

20251 paper20241 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. LLM-SR: Scientific Equation Discovery via Programming with Large Language Models (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 (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 (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.

 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 →.

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