Mohamed A. Elgammal

VTR-LLM: Multi-Agent LLM Framework for Automated Debugging of FPGA CAD Flows

VTR-LLM is presented, a fully automated, multi-agent framework for diagnosing and resolving failures in the Verilog-to-Routing (VTR) CAD flow, and can resolve 95% of all failures fully automatically, with robust performance across error categories.