CEE 696-007: Deep Learning in Civil and Environmental Engineering and Earth Science

Instructor

Harry Lee

Email: jonghyun dot harry dot lee at hawaii dot edu

Syllabus

Lectures

Lecture Slides/Notes/Scripts

You can find all lecture slides, notes, and scripts in ‘‘Lectures’’ section on the left panel.

Announcements

• (8/24/2020) CEE696 Fall 2020 site is available

• (12/19/2019) CEE696 Final Presentation 12:00 - 02:00 PM H247

• (10/21/2019) CEE 691 Seminar slides

• (9/18/2019) AWS Education Course Credit ($200 per student) approved! - (9/11/2019) Students can access UH GPU nodes for their final projects - (8/6/2019) Students are encouraged to submit their final project as an extended abstract to AAAI 2020 Spring Symposium on Combining Machine Learning with Physics Sciences (AAAI-MLPS)

• (8/6/2019) Students will use Google Colab for their assignments and UH HPC GPU nodes for their final projects.

Notes

Computational resources for this course are supported by NSF 'Ike Wai project and UH ITS Cyberinfrastructure team.

Data sets used in the course and final project are provided from NSF 'Ike Wai project, US Army Corps of Engineers Engineer Research and Development Center and Sandia National Laboratories Geoscience Research & Applications group