Robbybp surrogate-vs-implicit issues

Robbybp / surrogate-vs-implicit

Comparing surrogate models and implicit function formulations for chemical process models

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Convergence regression with IDAES 2.5.0

#24 Robbybp opened 3 months ago
0
[WIP] Building the KKT matrix

#23 sbugosen opened 4 months ago
0
[WIP] Start trying to explain convergence failures

#22 Robbybp opened 5 months ago
42
Correction of surrogate generation scripts

#21 sbugosen closed 5 months ago
18
Updates to implicit function and plotting scripts

#20 Robbybp closed 5 months ago
0
Profile and debottleneck validation

#19 Robbybp opened 5 months ago
0
Small tweaks to tolerances, output, etc.

#18 Robbybp closed 5 months ago
0
Open-source this repository

#17 Robbybp opened 5 months ago
0
`analyze_results` fails with empty subsets

#16 Robbybp opened 5 months ago
0
Clarifications/improvements for FOCAPD paper

#15 Robbybp opened 7 months ago
5
Refactor nn

#14 sbugosen closed 5 months ago
11
Refactor ALAMO flowsheet to re-use more work from the full-space

#13 Robbybp closed 5 months ago
11
Get iteration count from Ipopt

#12 Robbybp closed 3 months ago
1
Implicit Flowsheet including the mixer.

#11 sbugosen closed 5 months ago
11
Adjust tolerances to accomodate implicit function

#10 Robbybp closed 7 months ago
1
Consistent initialization between all methods

#9 Robbybp closed 7 months ago
2
This PR contains 4 files: NN ATR flowsheet, NN tuning, keras folder with best model, pdf with parity plots.

#8 sbugosen closed 8 months ago
0
Get reasons for non-convergence

#7 Robbybp closed 1 year ago
0
initialize ATR optimization problem by solving square system

#6 Robbybp closed 5 months ago
3
To review ALAMO ATR Flowsheet

#5 sbugosen closed 8 months ago
2
To debug Implicit ATR Flowsheet

#4 sbugosen closed 1 year ago
15
To review Full Space ATR Flowsheet

#3 sbugosen closed 1 year ago
4
To Troubleshoot. This would be a better script to create an Implicit Gibbs Flowsheet

#2 sbugosen closed 1 year ago
2
Tests

#1 sbugosen closed 1 year ago
1