Posts by Vasumathi Neralla
Medical Imaging on MI300X: Optimized SwinUNETR for Tumor Detection
- 07 October 2025
This blog is part of a series of walkthroughs of Life Science AI models, stemming from this article.
Optimizing Drug Discovery Tools on AMD MI300s Part 2: 3D Molecular Generation with SemlaFlow
- 03 October 2025
This blog is part of a series of walkthroughs of Life Science AI models, stemming from this article, which was a collaborative effort between AstraZeneca and AMD. The series delves into what was required in order to run drug discovery related AI workloads on AMD MI300X. The first post in this series, available here, focuses on REINVENT4, a molecular design tool used to generate and optimize candidate molecules. This blog, in particular, looks at SemlaFlow, an efficient 3D molecular generation model with latent attention and equivariant flow matching.