Welcome to WEAP's Website WEAP
WEAP is an initiative of the Stockholm Environment Institute.


About WEAP

Home
Why WEAP?
Features
What's New?
Sample Screens
Demonstration
Publications
History and Credits

Using WEAP
Download
Licensing
User Guide
Tutorial
Videos (YouTube)

User Forum
Discussions
Members List
Edit Profile

Additional Support
Training
University Courses
Collaboration

About Us
SEI-US Water Resources Program
Please Contact Us

LEAP
Interested in Energy?
Read about LEAP: SEI's software for energy planning.

Link WEAP and LEAP for combined Water-Energy planning.
Watch a video demo!
   

User Forum

All Topics | Topic "Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization"
Log in to post new messages or reply to existing messages.
 
Author Message
Eng. Selam Sahlu

Subject: Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization   
Posted: 10/29/2024 Viewed: 606 times
Dear All,

Does WEAP have the capability to integrate with machine learning models and multi-objective optimization? I would appreciate hearing about any experiences related to this.

Regards,

Selam
Mr. Doug Chalmers

Subject: Re: Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization   
Posted: 10/30/2024 Viewed: 597 times
Selam,

Currently, we have a built-in PEST calibration tool, which runs Monte Carlo type calibration model runs. For more information, please see the Tutorial chapter for Snow Hydrology and PEST Calibration.

In addition, we have developed the Model Inspector tool, which is found in the description of the associated YouTube tutorial for using it. The Model Inspector tool is a similar Monte Carlo type tool for calibration model runs.
https://www.youtube.com/watch?v=Notx1vfeRCk&list=PLoJ3pxCzMP1uQRaimYV-wxJRRuIMNzdVU&index=17.

Otherwise, we are open to further, future integration of machine learning with WEAP. Please let us know if you have any ideas!

Thanks,
Doug
Eng. Selam Sahlu

Subject: Re: Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization   
Posted: 10/31/2024 Viewed: 591 times
Dear Doug,

Thank you for your response and for sharing the relevant link. I will reach out if any ideas come up.

Regards,
Selam
Topic "Capability of Integrating WEAP with Machine Learning and Multi-Objective Optimization"