---
title: "Parshin Shojaee — papers of 2025 — Elamur Research"
description: "Parshin Shojaee — papers of 2025: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Parshin Shojaee — papers of 2025 — Elamur Research

2 papers · [all years of Parshin Shojaee](https://md.research.elamur.ai/free/en/authors/parshin-shojaee/#years)

**[The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity](https://md.research.elamur.ai/free/en/papers/shojaee-2025-illusion-thinking-understanding-strengths-limitations/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Parshin Shojaee, Iman Mirzadeh, Keivan Alizadeh, et al.*2025 · 104 citations*

- [LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models arXiv:2504.10415](https://md.research.elamur.ai/free/en/papers/shojaee-2025-llm-srbench-new-benchmark/) — Parshin Shojaee, Ngoc-Hieu Nguyen, Kazem Meidani, et al. · 2025 · 18 citations