Transformers and State-Space Models: Fine-Tuning Techniques for Solving Differential Equations

Large language models (LLMs) have recently demonstrated remarkable capabilities in natural language processing, mathematical reasoning, and code generation. However, their potential for solving differential equations—fundamental to applied mathematics, physics, and engineering—remains insufficiently...

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Detalles Bibliográficos

Principais autores:	Vera Ignatenko, Anton Surkov, Vladimir Zakharov, Sergei Koltcov
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2025-09-01
Series:	Sci
Assuntos:	large language models differential equations Mamba T5 Phi-4 DeepSeek
Acceso en liña:	https://www.mdpi.com/2413-4155/7/3/130
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