LabCompass

Sachith Withana

Computer Science · Indiana University

OpenAlex ORCID
Advanced Neural Network ApplicationsBrain Tumor Detection and ClassificationScientific Computing and Data ManagementSemantic Web and OntologiesAdvanced Database Systems and Queries

Publications

16

Citations

36

Est. group size

—

Recurring co-author estimate

Active years

11

Publishing since 2015

Research summary
AI-generated

Sachith Withana works in computer science on systems for managing and tracking machine learning models and data, especially in edge and cloud computing environments where processing happens close to where data is generated. Recent projects focus on documenting AI/ML models (through 'model cards'), building frameworks that distribute AI work across networked devices, and organizing knowledge about scientific and field experiments. The work combines data management, knowledge representation, and applied machine learning.

Edge and distributed AI systemsAI/ML model documentation and accountabilityScientific data and provenance managementKnowledge representation and graph methodsMachine learning pipelines

Publication activity has been intermittent across the decade but picked up notably around 2023 and 2025, averaging about 2.2 papers per year over the last five years.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 2.2/year recently
172018: 1 publication182019: 1 publication19202021: 2 publications21222023: 6 publications6232024: 1 publication242025: 4 publications2526
Recent publications
Publishes in
  • Zenodo (CERN European Organization for Nuclear Research)×5
  • arXiv (Cornell University)×3
  • Data and Information Management×1

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 11, 2026.

Claim or correct this profile