Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Brusselator training and validation results with mean squared error (MSE) between the model and target output given for different sized data sets
| No. samples | Training | Validation | ||
|---|---|---|---|---|
| Forward | Two-stage | Forward | Two-stage | |
| 30 | 0.0002 | 0.0001 | 0.2969 | 0.2311 |
| 50 | 0.0002 | 0.0001 | 0.0548 | 0.0497 |
| 100 | 0.0006 | 0.0005 | 0.0083 | 0.0046 |
| 200 | 0.0005 | 0.0004 | 0.0072 | 0.0036 |
| 400 | 0.0001 | 0.0001 | 0.0022 | 0.0010 |
