Allu Vamsi Pavan KumarFrom Geometry to Biology: How SE(3) and Deep Learning Are Advancing Protein EngineeringProtein engineering, once the realm of trial and error, has been radically transformed by deep learning. Recent advancements in integrating…4d ago4d ago
Allu Vamsi Pavan KumarFrom LLaMA to ProLLaMA, GPT to ProtGPT: Revolutionizing Drug Discovery with Protein Language ModelsIn the rapidly evolving landscape of artificial intelligence, Natural Language Processing (NLP) has been a cornerstone of advancements…Aug 8Aug 8
CBIRTRedefining Protein Engineering: The Role of Natural Language Processing in De Novo Protein DesignThe goal of de novo protein design (DNPD) is to build novel protein sequences from scratch without using pre-existing protein templates…Aug 8Aug 8
Allu Vamsi Pavan KumarThe Language of Life: Bridging the Gap Between NLP and Protein Language Models for Drug DiscoveryThe field of protein science is undergoing a revolution with the emergence of protein language models (PLMs). These models treat protein…Jul 22Jul 22
Nidhin ThomasDrug Discovery Portal: A Streamlit Web Application for Protein and Ligand VisualizationDrug Discovery Portal: A Streamlit Web Application for Protein and Ligand VisualizationJun 7Jun 7
Allu Vamsi Pavan KumarAlphaFold: A Revolution in Protein Structure PredictionAlphaFold, a groundbreaking AI tool from DeepMind, is transforming the landscape of computational biology. By revolutionizing how…Jun 3Jun 3
Nidhin ThomasA Web App for Protein Research Using LangChain AgentsA multi-agent web application for protein research using LangChain and the GPT 4o, built in Streamlit.Jun 3Jun 3
CBIRTProteinDPO: A Novel Technique for Aligning Generative Protein Models with Experimental FitnessLives would not be made perfect without proteins since they are vital macromolecules that provide stability in their function. The study…May 27May 27
