- Are there any specific books, courses, or online resources that you would recommend to someone starting their journey in machine learning for materials science?
I would greatly appreciate any insights, advice, or resources you can provide to help me kickstart my learning journey in this exciting interdisciplinary field. Your expertise and experiences will be invaluable in shaping my path.
Thank you for your time and support.
The best sources fot ML :
Online
Books
Courses
Experiences knowledge......etc
Hi,
You can find suitable materials science related machine learning content at
Materials Project and their youtube channel:
- https://next-gen.materialsproject.org/
- https://www.youtube.com/@MaterialsProject
NanoHUB
- https://nanohub.org/
Aflow
- https://www.aflowlib.org/
More general introductions to machine learning:
Towards Data Science
- https://towardsdatascience.com/
Courses by FastAI are usually pretty good:
- https://course.fast.ai/
- https://www.youtube.com/watch?v=CzdWqFTmn0Y&list=PLfYUBJiXbdtSyktd8A_x0JNd6lxDcZE96
If you are looking for scientific collaboration, you can also let me know, and we have a look together at what we could do.
Thanks Claus O. W. Trost for such informative reply. I too recently stumbled upon materials projects lectures on ML while searching for ML and those indeed were helpful. Looking forward to go through all these seemingly promising sources that you have mentioned.
Thank you for your kind offer. I am certainly open to exploring potential scientific collaboration and would be interested in discussing how our expertise could align for meaningful research endeavors.
- Badges
- Science topic
- Similar topics
- Phytochemistry
- Extracts