LabCompass

Sai Raghavendra Maddhuri Venkata Subramaniya

Biochemistry, Genetics and Molecular Biology · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2019
Advanced Electron Microscopy Techniques and ApplicationsEnzyme Structure and FunctionRNA and protein synthesis mechanismsProtein Structure and DynamicsGenomics and Phylogenetic Studies

Publications

24

Citations

371

Est. group size

~4

Recurring co-author estimate

Active years

7

Publishing since 2019

Research summary
AI-generated

This researcher works at the intersection of structural biology and computer science, developing deep learning tools to interpret cryo-EM (cryo-electron microscopy) images of proteins. A key focus is using 3D deep generative networks to improve the resolution of cryo-EM maps and to automatically detect protein secondary structure and build 3D protein models from imaging data of intermediate quality. This work aims to make it easier and faster to determine detailed protein shapes from lower-quality experimental images.

Cryo-EM map interpretationDeep learning for structural biologyProtein structure prediction/modeling3D generative modelsComputational biophysics

Publication output rose sharply to a peak in 2021 before declining and leveling off to about one to two papers per year in recent years.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 1.2/year recently
17182019: 2 publications192020: 5 publications202021: 11 publications11212022: 2 publications222023: 1 publication232024: 2 publications242025: 1 publication2526
Recent publications
Publishes in
  • Biophysical Journal×5
  • bioRxiv (Cold Spring Harbor Laboratory)×4
  • Nature Methods×3
  • Bioinformatics×2
  • Proteins Structure Function and Bioinformatics×2
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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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