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The document summarizes various surveys and research papers that explore the intersection of deep learning, AI, and mathematics, focusing on applications such as mathematical reasoning, language models, and creativity. It also highlights recent advances in mathematical methods relevant to engineering and applied mathematics. Additionally, it lists recent preprints from arXiv covering specific mathematical topics.

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nanunk155
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5 views1 page

6

The document summarizes various surveys and research papers that explore the intersection of deep learning, AI, and mathematics, focusing on applications such as mathematical reasoning, language models, and creativity. It also highlights recent advances in mathematical methods relevant to engineering and applied mathematics. Additionally, it lists recent preprints from arXiv covering specific mathematical topics.

Uploaded by

nanunk155
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as TXT, PDF, TXT or read online on Scribd
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A Survey of Deep Learning for Mathematical Reasoning — Pan Lu, Liang Qiu, Wenhao

Yu, Sean Welleck, Kai-Wei Chang. Looks at how deep learning models are used for
reasoning with mathematics—proofs, problem solving, etc.
arXiv

Mathematical Language Models: A Survey — Wentao Liu, Hanglei Hu, Jie Zhou, Yuyang
Ding, Junsong Li, Jiayi Zeng, Mengliang He, Qin Chen, Bo Jiang, Aimin Zhou, Liang
He. Focus on how large language models are applied to mathematics tasks, datasets,
benchmarks, and challenges.
arXiv

Mathematics and Machine Creativity: A Survey on Bridging Mathematics with AI —


Shizhe Liang, Wei Zhang, Tianyang Zhong, Tianming Liu. Covers how AI is
contributing to mathematical research and creativity, and vice versa.
aXi

A Survey of Local–Global Methods for Hilbert’s Tenth Problem — Anscombe, S.;


Karemaker, V.; Kisakürek, Z.; Mehmeti, V.; Pagano, M.; Paladino, L. Looks at
methods relating to one of Hilbert’s famous problems (decidability of Diophantine
equations) via local-global techniques.
SpringerLink

Recent Advances in Mathematical Aspects of Engineering — Ellahi, R.; Sait, S.M.;


Xu, H. This review links mathematical theory to engineering applications, symmetry,
modelling etc.
MDPI

Recent Advances in Industrial and Applied Mathematics — Eds.: Tomás Chacón Rebollo,
Rosa Donat, Inmaculada Higueras. A collected volume with articles on applied
mathematics, computational methods, numerical analysis, modelling, etc.
SpringerLink

Recent preprints from the arXiv mathematics “new submissions” listing (for
example):

An optimal class of domains permitting inner boundaries in a divergence theorem for


rough integrands. (PDE / analysis)
arXiv

Crossing numbers of dense graphs on surfaces. (Combinatorics / geometry / topology)


arXiv

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