RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.
Is your feature request related to a problem? Please describe.
For experimental design, utilize existing dataset from experiment to guide the future exploration and exploitation will benefit optimal experimental design.
Describe the solution you'd like
Allow pre-trained GP ROM to be used in the Bayesian Optimization
Describe alternatives you've considered
A clear and concise description of any alternative solutions or features you've considered.
For Change Control Board: Issue Review
This review should occur before any development is performed as a response to this issue.
[x] 1. Is it tagged with a type: defect or task?
[x] 2. Is it tagged with a priority: critical, normal or minor?
[x] 3. If it will impact requirements or requirements tests, is it tagged with requirements?
[x] 4. If it is a defect, can it cause wrong results for users? If so an email needs to be sent to the users.
[x] 5. Is a rationale provided? (Such as explaining why the improvement is needed or why current code is wrong.)
For Change Control Board: Issue Closure
This review should occur when the issue is imminently going to be closed.
[x] 1. If the issue is a defect, is the defect fixed?
[x] 2. If the issue is a defect, is the defect tested for in the regression test system? (If not explain why not.)
[x] 3. If the issue can impact users, has an email to the users group been written (the email should specify if the defect impacts stable or master)?
[x] 4. If the issue is a defect, does it impact the latest release branch? If yes, is there any issue tagged with release (create if needed)?
[x] 5. If the issue is being closed without a pull request, has an explanation of why it is being closed been provided?
dylanjm
commented
4 months ago
Issue Description
Is your feature request related to a problem? Please describe. For experimental design, utilize existing dataset from experiment to guide the future exploration and exploitation will benefit optimal experimental design.
Describe the solution you'd like Allow pre-trained GP ROM to be used in the Bayesian Optimization
Describe alternatives you've considered A clear and concise description of any alternative solutions or features you've considered.
For Change Control Board: Issue Review
This review should occur before any development is performed as a response to this issue.
For Change Control Board: Issue Closure
This review should occur when the issue is imminently going to be closed.