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M. Papka

Papers on Lattice

2

Total citations

0

Topics

4

h-index

3

Publication activitypapers/week, last 8 weeks

Research focus

Open-Source Models & Weights (1)Scientific Discovery & Drug Design (1)Distributed Systems & Hardware (1)Interpretability & Mechanistic Interp (1)

Frequent co-authors

L. McInnes (1)Dorian Arnold (1)Prasanna Balaprakash (1)Mike Bernhardt (1)Franck Cappello (1)Beth Cerny (1)Deborah DiazGranados (1)Anshu Dubey (1)

Papers (2)

Aug 27, 2026

L. McInnes +47Aug 27, 2026

Report of the 2026 Workshop on Next-Generation Ecosystems for Scientific Computing: Harnessing Community, Software, and AI for Cross-Disciplinary Team Science

Trust and traceability in AI-enabled scientific discovery are now recognized as critical pillars for future scientific computing ecosystems.

L. McInnes, Dorian Arnold, Prasanna Balaprakash +45

Open-Source Models & Weights Scientific Discovery & Drug Design

Jul 21, 2026

Shilpika Shilpika +6Jul 21, 2026

A Scalable Pattern Mining Workflow for Interpretable Machine Log Analysis in High-Performance Computing Environments

Unlocking the hidden patterns in HPC log data can drastically improve system resilience and predictive maintenance strategies.

Shilpika Shilpika, Bethany Lusch, Eric Pershey +4

Distributed Systems & Hardware Interpretability & Mechanistic Interp