---
license: mit
tags:
- pytorch
- circuit-synthesis
- eda
- hardware-design
---
# VoltNet Surrogate Neural Predictor

VoltNet Neural Surrogate Model mapping high-level circuit specs (cutoff frequency, target gain, input impedance) to standard E24 commercial component parameters.
Eliminates Electrical Rule Violations (ERVs) by initializing physics-grounded simulation loops.