Enhanced Underwater Image Restoration: Optimizing Computational Efficiency with U-Net++ and CNN Architectures. - N. Rayvanth; S. Jaya Amruth; E. Suryaa; Tripty Singh; Prakash Duraisamy (ICCCNT, 2024)

Code Confabulator: Harnessing LLMs to Compile Code for Visualization. - Nannapaneni Rayvanth; Pasupuleti Pranavi; E. Suryaa; Venkatahemant Kumar Reddy Challa; Meena Belwal (ICCCNT, 2024)

DeepUIR-Net: Underwater Image Restoration Using Residual-UNet with Optimized Efficient Channel Attention Network Integration. - N. Rayvanth; S. Jaya Amruth; E. Suryaa; Resmi S; Rimjhim Padam Singh (ICAA, 2025)