L. Bhavya, K. Ravi sankar, V.V. krishna Reddy, D. Mahendra Reddy, and M. Naga Seshudu. “Generative Diffusion–Reinforcement Framework With Protein Language Model Conditioning for De Novo Antimicrobial Peptide (AMP) Design and Optimization”. The Bioscan 18, no. 3 (September 22, 2023): 233–245. Accessed December 5, 2025. https://thebioscan.com/index.php/pub/article/view/4331.