Posts by Kyle Tretina
Data Science
Jun 12, 2025
Accelerated Sequence Alignment for Protein Science with MMseqs2-GPU and NVIDIA NIM
Protein sequence alignment—comparing protein sequences for similarities—is fundamental to modern biology and medicine. It illuminates gene functions by...
9 MIN READ
Generative AI
Mar 19, 2025
Guiding Generative Molecular Design with Experimental Feedback Using Oracles
Generative chemistry with AI has the potential to revolutionize how scientists approach drug discovery and development, health, and materials science and...
9 MIN READ
Generative AI
Feb 19, 2025
Understanding the Language of Life's Biomolecules Across Evolution at a New Scale with Evo 2
AI has evolved from an experimental curiosity to a driving force within biological research. The convergence of deep learning algorithms, massive omics...
9 MIN READ
Generative AI
Jan 13, 2025
Evaluating GenMol as a Generalist Foundation Model for Molecular Generation
Traditional computational drug discovery relies almost exclusively on highly task-specific computational models for hit identification and lead optimization....
8 MIN READ
Generative AI
Jan 13, 2025
Accelerate Protein Engineering with the NVIDIA BioNeMo Blueprint for Generative Protein Binder Design
Designing a therapeutic protein that specifically binds its target in drug discovery is a staggering challenge. Traditional workflows are often a painstaking...
4 MIN READ
Generative AI
Nov 18, 2024
Accelerate Drug and Material Discovery with New Math Library NVIDIA cuEquivariance
AI models for science are often trained to make predictions about the workings of nature, such as predicting the structure of a biomolecule or the properties of...
8 MIN READ