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Aditya Sengar

2 accepted papers

2026

Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space

ICLR 2026poster

Simulating the long-timescale dynamics of biomolecules is a central challenge in computational science. While enhanced sampling methods can accelerate these simulations, they rely on pre-defined collective variables that are often difficult to identify, restricting their ability to model complex swi…

Cited by 0SourceScholar
2025

Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings

NeurIPS 2025poster

Generating diverse, all‐atom conformational ensembles of dynamic proteins such as G‐protein‐coupled receptors (GPCRs) is critical for understanding their function, yet most generative models simplify atomic detail or ignore conformational diversity altogether. We present latent diffusion for full pr…

Cited by 4SourcecodeScholar