on Topological Data Analysis

February 3-8, 2020

Mathematical Center in Akademgorodok

Mathematical Center in Akademgorodok

The program of the conference involves a course of lectures on geometry and topology, their applications to certain aspects of robotics and in the development of pharmaceutical drugs. Lectures on topological data analysis are also planned.

Invited Lecturers

Massimo Ferri

Full professor of Geometry at the Engineering Faculty,

Bologna University

Bologna University

Massimo Ferri is a member of the Department of Mathematics and of the Advanced Research Center for Electronic Systems "E. De Castro". An expert in the field of geometry and topology, namely the application of geometry and topology to some aspects of robotics, in particular to computer vision.

Kelin Xia

Assistant Professor, School of Physical & Mathematical Sciences,

Nanyang Technological University

Nanyang Technological University

Kelin Xia's research work focuses on using differential geometry, algebraic topology, and statistical learning to study biomolecular structure, flexibility, dynamics, and functions. Recently, he has been interested in analysis of topological data (TDA), model machine learning / deep learning based on topology and their application in drug development.

School Schedule

February 3 – 7

Novosibirsk State University

Administration Building, room 212

Novosibirsk State University

Administration Building, room 212

Monday, February 3

- M. Ferri (16:05 - 17:05), Topological persistence - theory

- K. Xia (17:20 - 18:20), Topological data analysis based machine learning models for biomolecular data analysis - I

- S.P. Tsarev (18:30 - 19:30), Discrete orthogonal polynomials: anomalies of time series and boundary effects of polynomial filters.

- K. Xia (17:20 - 18:20), Topological data analysis based machine learning models for biomolecular data analysis - I

- S.P. Tsarev (18:30 - 19:30), Discrete orthogonal polynomials: anomalies of time series and boundary effects of polynomial filters.

Tuesday,

February 4

February 4

- K. Xia (16:05 - 17:05), Topological data analysis based machine learning models for biomolecular data analysis - II

- M. Ferri (17:20 - 18:20), Topological persistence - applications

- M. Ferri (17:20 - 18:20), Topological persistence - applications

Wednesday,

February 5

February 5

- M. Ferri (16:05 - 17:05), Non-topological persistence - theory

- K. Xia (17:20 - 18:20), Topological data analysis based machine learning models for biomolecular data analysis - III

- K. Xia (17:20 - 18:20), Topological data analysis based machine learning models for biomolecular data analysis - III

Thursday,

February 6

February 6

- K. Xia (16:05 - 17:05), Topological data analysis based machine learning models for biomolecular data analysis - IV

- M. Ferri (17:20 - 18:20), Non-topological persistence - applications

- M. Ferri (17:20 - 18:20), Non-topological persistence - applications

Gallery

Contacts

We adore mail!

Mathematical Center in Akademgorodok

mca@nsu.ru

Iskander Taimanov

Program committee

taimanov@math.nsc.ru

taimanov@math.nsc.ru

Andrey Mironov

Program committee

mironov@math.nsc.ru

mironov@math.nsc.ru

Andrei Vesnin

Program committee

vesnin@math.nsc.ru

vesnin@math.nsc.ru

Meiramgul' Ermentai

Organizing committee

ermentay.m@gmail.com

ermentay.m@gmail.com

Gulnara Mauleshova

Organizing committee

mauleshova@math.nsc.ru

mauleshova@math.nsc.ru