This course is an introduction to machine learning applied to chemistry. You will learn machine learning fundamentals, from basic linear regression to deep learning with neural networks. Machine learning is a very broad topic, and this course will not be an exhaustive review of all existing methods. Instead, specific focus will be given on how, in practice, to set up machine learning models using Python. This will be illustrated on concrete examples in chemistry. The course consists in four lectures organized as follows:
1) Introduction: machine learning fundamentals
2) Machine learning for chemistry: hands-on training on concrete examples
3) Deep learning for chemistry
4) And now, play on! mini-project
- معلم: Nicolas Rolland
Photochemistry is the branch of chemistry concerned with the chemical effects of light. We
Within the framework of supramolecular chemistry or polymeric science, the general content will cover from the basics to the advanced trends of (hybrid) systems will be the following :
- Photochromism- state of arte - Stéphane Aloïse - Lille University (3H)
- Smart supramolecular polymer materials - R. Hoogenboom Gand university (3H) (May you include an example of photochromic system? it would be fantastic )
- Novel Photochromic systems in supramolecular interaction with polyoxometalate- Chris Ritchie - Monash University (3H) (Chris, I guess you can iclude the polymers!)
- معلم: Stephane Aloise
- معلم: Christophe Biot
- معلم: Emmanuel Courtade
- معلم: Philippe Supiot
The XAS lesson will not be done in classroom. Instead, videos are available online on moodle : Faculté des Sciences et Technologies (FST)/Département Chimie/Master/M2-MASTER IRACM/XAS
This course is divided in 4 part:
1-Introduction
2- XAS : XANES
3- XAS : EXAFS 1
4- XAS : EXAFS 2
Progress through this online module watching to the video in
the order they are displayed.
At the end of the module you have to do a final test. Date and time of the final test will be specified later.
The password to play videos is : ASCsynchrotron
Asma Tougerti
- معلم: Asma Tougerti
- معلم: Stephane Aloise
- معلم: Sylvain Cristol
- معلم: Sylvie Daviero-Minaud
- معلم: Olivier Lafon
- معلم: Jean-Francois Lamonier
- معلم: Christine Lancelot
- معلم: Eric Marceau
- معلم: Olivier Tougait
- معلم: Asma Tougerti
- معلم: Grégory Tricot
- معلم: Stephane Aloise
- معلم: Florent Louis
- معلم: Eric Marceau
- معلم: Yeny Tobon
- معلم: Stephane Aloise
- معلم: Muriel Bigan
- معلم: Marie Choël
- معلم: Sylvain Cristol
- معلم: Sylvie Daviero-Minaud
- معلم: Olivier Devos
- معلم: Sophie Duquesne
- معلم: Maude Jimenez
- معلم: Christine Lancelot
- معلم: Eric Marceau
- معلم: Francois-Alexandre Miannay
- معلم: Nicolas Rolland
- معلم: Yeny Tobon
- معلم: Céline Toubin
- معلم: Olivier Tougait
- معلم: Grégory Tricot
- Gestionnaire de l’offre de formation: Sylvie Duquesnoy