• ProRNA3D-single combines ESMFold and E2EFold to predict protein-RNA complex structures
• Use a ResNet-Inception module and a geometric attention module to predict interaction maps
• Apply Rosetta FastRelax to optimize complex structure with intial Protein/RNA structures and predicted interaction map
• Outperform AF3, RFNA, RFAA especially in cases with low paired MSA depth