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---

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.