# Logic Synthesis Optimization Sequence Tuning Using RL-Based LSTM and Graph Isomorphism Network

> Research article (IEEE Transactions on Circuits & Systems II Express Briefs, 2022) · cited 18× · AI/ML

**Wikidata**: [openalex:W4226492646](https://www.wikidata.org/wiki/openalex:W4226492646)  
**Source**: https://4ort.xyz/entity/logic-synthesis-optimization-sequence-tuning-using-rl-based-lstm-and-graph-isomorphism-network