论文标题

从弦乐景观到数学景观:机器学习前景

From the String Landscape to the Mathematical Landscape: a Machine-Learning Outlook

论文作者

He, Yang-Hui

论文摘要

我们回顾了使用机器学习来探索数学问题的格局的最新计划。以这种范式作为人类直觉的模型 - 与自动定理的更形式主义方法相比,我们强调了一些有关AI如何帮助猜想的表述,模式识别和计算的实验。

We review the recent programme of using machine-learning to explore the landscape of mathematical problems. With this paradigm as a model for human intuition - complementary to and in contrast with the more formalistic approach of automated theorem proving - we highlight some experiments on how AI helps with conjecture formulation, pattern recognition and computation.

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