Events

Events

Artificial Intelligence and Machine Learning in Materials Science Workshop & Hack-a-Thon

Event Date: 31 Aug 2018 (Friday) - 31 Aug 2018 (Friday)

Innovis Building, Multipurpose Hall 1, Level 1

Time :02:00 - 05:00

Keen to apply artificial intelligence (AI) to your materials research, but don’t know how to start? This is for you!

In this workshop, you will learn:

  • How to use cutting-edge AI tools with hands-on code and data sets, from A*STAR, NUS, and MIT speakers.
  • How to select the appropriate ML/AI tool for several material science examples.
  • How to avoid common newbie mistakes.
  • Test your skills in a hack-a-thon and win prizes!

*Please bring your own laptop. Instructions will be given on how to set up the programming software after you have registered for the workshop.

 

Programme:

Time Title Speaker
01.30 pm – 02.00 pm Software setup*  
02.00 pm – 02.15 pm Overview of ML algorithms: Potential problems in materials science Dr Savitha Ramasamy (I2R)
02.15 pm – 02.45 pm Property prediction and inverse design:Towards discovering new materials from existing datasets Dr Li Qianxiao (IHPC)
02.45 pm – 03.15 pm Device Characterization I: Identifying what materials properties limit device performance Mr Ren Zekun (SMART-MIT)
03.15 pm – 03.45 pm Device Characterization II: Predicting device performance given a set of process parameters Dr Savitha Ramasamy (I2R)
03.45 pm – 04.15 pm Materials Synthesis:Using time-series experimental data to elucidate chemical reactions Dr Xiaonan Wang
(NUS)
04.15 pm – 05.15 pm Hack-a-thon  

* Participants are encouraged to come in 30 mins before the workshop to setup the software, if needed.

Dress code: Office attire
Registration is free

Click here to register

For further enquiries, please contact Dr Kedar Hippalgaonkar (kedarh@imre.a-star.edu.sg).

Last update : 8/21/2018 2:59:21 PM