Interactive Visual Performance Exploration

Supplementary material to the ACM TODAES journal article Interactive Visual Performance Space Exploration of Operational Amplifiers with Differentiable Neural Network Surrogate Models

🌐 Web-App: Streamlit

💻 Source code: GitHub

📖 Article: TBD

Usage

NOTE: Videos may not work on Apple devices.

Axes and Export

axis.webm

Prosection

prosection.webm

Distribution

distribution.webm

Confusion

confusion.webm

gm/ID

gmoverid.webm

Run Locally

Adjust port in ./.streamlit/config.toml

$ streamlit run ./ui.py

Known Issues

• Changing primary column for coloring reverts color map to turbo
• Changing ckt model after removing a column through the UI adds design paramters to pcp that previously didn't exist, possibly an issue with hiding columns in make_experiment.
• Sometimes Performance Space Exploration plot disappears after switching tabs.