RAMAN: Reinforcement Learning Inspired Algorithm for Mapping Applications onto Mesh Network-on-Chip. - Jitesh Choudhary; Soumya J.; Linga Reddy Cenkeramaddi (SLIP, 2021)

MANA: Multi-Application Mapping onto Mesh Network-on-Chip using ANN. - Jitesh Choudhary; Vishesh Bindal; Soumya J. (VDAT, 2022)

DAN: Deep Neural Network-Based Application Mapping for Optimized Network-on-Chip Design. - Jitesh Choudhary; Peddada Srinivasa Varshith; Soumya J. (C3AI, 2024)

FRoZN: Fault-Tolerant Routing Technique Using Reinforcement Learning for ZMesh NoC. - Jitesh Choudhary; Imran Hussain Barbhuiya; Dharrun Singh. M; Soumya J. (VLSID, 2025)