Nakcho Choi

Circuit Muse is an evidence-first circuit simulation workspace for display-driver and OLED pixel research. It turns complex TFT circuit studies into an interactive workflow: users can inspect circuit topology, review source-linked assumptions, run predefined ngspice simulations, and examine waveforms and reliability-margin results. The problem is that circuit validation is often fragmented across netlists, screenshots, papers, and manual calculations. Circuit Muse brings those artifacts together while clearly separating full-text evidence, abstract-only background references, synthetic model assumptions, and deterministic simulation results. The project uses ngspice with OpenVAF/OSDI TFT models for reproducible local or self-hosted simulation.