[Seminar 2020.12.23]Machine-learning for mathematics: case study of number fields and elliptic curves

Extra Form
일정시작	2020-12-23
배경색상	#FF5733

일정시작

2020-12-23

배경색상

#FF5733

Place: Zoom online (Meeting ID: 834 5325 6158 / PW: * )

Date: 2020.12.23. AM10

Speaker: 이규환/커넥티컷 대학(University of Connecticut)
Title: Machine-learning for mathematics: case study of number fields and elliptic curves

Abstract:

In this talk, we will consider whether a machine can be trained to recognize patterns in mathematics. As a case study, some basic invariants in number theory such as the class number of a real quadratic field and the rank of an elliptic curve will be tested through machine-learning tools. We will observe that machine-learning classifiers perform surprisingly well with high accuracy (> 0.97).

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