PyTorch

High-Fidelity AI Video Generation Engine (LTX-2.5)

Ultra-low-latency video generation pipeline utilizing LTX-2.5 Diffusion Transformer (DiT) on NVIDIA RTX 5080 GPU, featuring custom NVFP4 quantized GEMM kernels and asynchronous pinned-memory weight offloading.

Mar 1, 2026

Efficient sampling of short protein trajectories with conditional diffusion models

Proposes conditional diffusion generative models to sample continuous molecular dynamics and protein conformational transitions, bypassing expensive QM/MM calculations.

Jan 15, 2026

Conditional Diffusion Models for Protein Trajectories (PyTAO)

Designed and trained conditional diffusion generative models to sample continuous molecular dynamics and biomolecular trajectories on Slurm HPC, bypassing expensive QM/MM simulations (published in ACS JCTC).

Jan 15, 2026