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➗ Applied Mathematics

21 papers · the most cited first · all shelves

Applied Mathematics is a subfield of Mathematics in the OpenAlex classification of science. The topics most of its papers here are on: «Mathematics Education and Pedagogy», «Statistical and numerical algorithms».

 Papers

  1. Training Verifiers to Solve Math Word ProblemsKarl Cobbe, Vineet Kosaraju, Mohammad Bavarian, et al.2021 · 3,680 citations
  2. Fitting Linear Mixed-Effects Models Using lme4Douglas Bates, Martin Mächler, Ben Bolker, et al.2015 · 2,925 citations
  3. Measuring Mathematical Problem Solving With the MATH DatasetDan Hendrycks, Collin Burns, Saurav Kadavath, et al.2021 · 2,320 citations
  4. Solving Quantitative Reasoning Problems with Language ModelsAitor Lewkowycz, Anders Andreassen, David Dohan, et al.2022 · 975 citations
  5. Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-ImprovementAn Yang, Beichen Zhang, Binyuan Hui, et al.2024 · 410 citations
  6. Solving math word problems with process- and outcome-based feedbackJonathan Uesato, Nate Kushman, Ramana Kumar, et al.2022 · 335 citations
  7. MAmmoTH: Building Math Generalist Models through Hybrid Instruction TuningXiang Yue, Xingwei Qu, Ge Zhang, et al.2023 · 288 citations
  8. MiniF2F: a cross-system benchmark for formal Olympiad-level mathematicsKunhao Zheng, Jesse Michael Han, Stanislas Polu2021 · 255 citations
  9. MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?Renrui Zhang, Dongzhi Jiang, Yichi Zhang, et al.2024 · 231 citations
  10. LIMO: Less is More for ReasoningYixin Ye, Zhen Huang, Yang Xiao, et al.2025 · 204 citations
  11. Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetKe Wang, Junting Pan, Weikang Shi, et al.2024 · 198 citations
  12. GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical ReasoningJiaqi Chen, Jianheng Tang, Jinghui Qin, et al.2021 · 183 citations
  13. Improve Mathematical Reasoning in Language Models by Automated Process SupervisionLiangchen Luo, Yinxiao Liu, Rosanne Liu, et al.2024 · 163 citations
  14. Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsBofei Gao, Feifan Song, Zhe Yang, et al.2024 · 159 citations
  15. The Lessons of Developing Process Reward Models in Mathematical ReasoningZhenru Zhang, Chujie Zheng, Yangzhen Wu, et al.2025 · 155 citations
  16. rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep ThinkingXinyu Guan, Li Lyna Zhang, Yifei Liu, et al.2025 · 146 citations
  17. UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical ExpressionJiaqi Chen, Tong Li, Jinghui Qin, et al.2022 · 111 citations
  18. Orca-Math: Unlocking the potential of SLMs in Grade School MathArindam Mitra, Hamed Khanpour, Corby Rosset, et al.2024 · 109 citations
  19. Solving Math Word Problems via Cooperative Reasoning induced Language ModelsXinyu Zhu, Junjie Wang, Lin Zhang, et al.2023 · 85 citations
  20. Evaluating Mathematical Reasoning Beyond AccuracyShijie Xia, Xuefeng Li, Yixin Liu, et al.2024 · 84 citations
  21. CMATH: Can Your Language Model Pass Chinese Elementary School Math Test?Tianwen Wei, Jian Luan, Wei Liu, et al.2023 · 66 citations

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