Other Activities

CREST Mathematical Model & Machine Learning Tutorial

Information

*Talks will be given in Japanese

Date: December 20-22, 2019
Venue: TOKYO ELECTRON House of Creativity 3F, Lecture Theater, Katahira Campus, Tohoku University [Access]
Web site: https://www.wpi-aimr.tohoku.ac.jp/suito_labo/CREST/Tutorial20191220.html

Speakers

Masaharu Nagayama (Mathematical Modeling Lab, Research Institute for Electronic Science, Hokkaido University)
Yoshiki Sugitani (AIMR, Tohoku University)

Time Schedule

Friday, December 20
10:00-11:30
Masaharu Nagayama (Mathematical Modeling Lab, RIES, Hokkaido University)
Yoshiki Sugitani (AIMR, Tohoku University)
Q&A
13:00 – 15:00
Masaharu Nagayama (Mathematical Modeling Lab, RIES, Hokkaido University)
Lecture: Parameter estimation in mathematical models
15:30 – 17:30
Masaharu Nagayama (Mathematical Modeling Lab, RIES, Hokkaido University)
Practice1: Parameter estimation in mathematical models
18:30 – 20:30
Reception
Saturday, December 21
09:30 – 11:30
Masaharu Nagayama (Mathematical Modeling Lab, RIES, Hokkaido University)
Practice2: Parameter estimation in mathematical models
13:00 – 15:00
Yoshiki Sugitani (AIMR, Tohoku University)
Introduction to neural networks
15:30 – 17:30
Yoshiki Sugitani (AIMR, Tohoku University)
Practice: Parameter estimation in mathematical models (Keras)
Sunday, December 22
09:30 – 11:30
Yoshiki Sugitani (AIMR, Tohoku University)
Lecture1: Parameter estimation in mathematical models (TensorFlow)
13:00 – 15:00
Yoshiki Sugitani (AIMR, Tohoku University)
Lecture2: Parameter estimation in mathematical models (TensorFlow)
15:30 – 17:30
Masaharu Nagayama (Mathematical Modeling Lab, RIES, Hokkaido University)
Yoshiki Sugitani (AIMR, Tohoku University)
Summary and Discussion

Contacts

AIMR, Tohoku University
hiroshi.suito*tohoku.ac.jp (Change * to @)