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Rishwanth Raghu

3 accepted papers

2025

Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data

NeurIPS 2025poster

Protein structure prediction models are now capable of generating accurate 3D structural hypotheses from sequence alone. However, they routinely fail to capture the conformational diversity of dynamic biomolecular complexes, often requiring heuristic MSA subsampling approaches for generating alterna…

Cited by 0SourceScholar
2024

CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM

NeurIPS 2024spotlight

Cryo-electron microscopy (cryo-EM) is a powerful technique for determining high-resolution 3D biomolecular structures from imaging data. Its unique ability to capture structural variability has spurred the development of heterogeneous reconstruction algorithms that can infer distributions of 3D str…

Cited by 12SourcecodeScholar
2024

Mixture of neural fields for heterogeneous reconstruction in cryo-EM

NeurIPS 2024poster

Cryo-electron microscopy (cryo-EM) is an experimental technique for protein structure determination that images an ensemble of macromolecules in near-physiological contexts. While recent advances enable the reconstruction of dynamic conformations of a single biomolecular complex, current methods do…

Cited by 0SourcePDFScholar