LabCompass

Bart Cox

Earth and Planetary Sciences · Indiana University

OpenAlex ORCID
Established · publishing since 1976Rising activity
Seismic Imaging and Inversion TechniquesDrilling and Well EngineeringPrivacy-Preserving Technologies in DataReservoir Engineering and Simulation MethodsStochastic Gradient Optimization Techniques

Publications

47

Citations

552

Est. group size

~2

Recurring co-author estimate

Active years

51

Publishing since 1976

Research summary
AI-generated

Bart Cox's recent work centers on distributed machine learning systems, particularly federated learning, where models are trained across many geographically separated devices or servers without pooling raw data. Topics include making such training tolerant to unreliable participants, handling heterogeneous hardware, and running multiple deep neural networks efficiently on resource-constrained edge devices. Earlier publications addressed seismic monitoring and imaging techniques for reservoirs, both onshore and offshore.

Federated and decentralized machine learningEdge computing and multi-model inferenceFault-tolerant distributed trainingGeo-distributed learning systemsSeismic imaging and reservoir monitoring

After a gap around 2018-2019 and 2023, publication activity has grown notably in recent years, reaching its highest output in 2024-2026.

Generated by claude-opus-4-8 from public bibliographic data · Jul 9, 2026

In context
Among 265 established Earth and Planetary Sciences PIs within our index
Citations: 552cohort median 2,942
h-index: 9cohort median 26
Publications / year (recent): 3.6cohort median 3.2

Typically publishes in teams of ~4 · 33% small-team papers (≤3 authors) · across 6 venues

Publication cadence
Publications per year over the last 10 years — averaging 3.6/year recently
2017: 3 publications1718192020: 1 publication202021: 3 publications212022: 3 publications22232024: 5 publications242025: 4 publications252026: 6 publications626
Collaborators per year
Distinct co-authors at Indiana University each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.
2017: 0 collaborators at the same institution2018: 0 collaborators at the same institution2019: 0 collaborators at the same institution2020: 0 collaborators at the same institution2021: 0 collaborators at the same institution2022: 0 collaborators at the same institution2023: 0 collaborators at the same institution2024: 0 collaborators at the same institution2025: 1 collaborator at the same institution1719212325
Recent publications
Publishes in
  • arXiv (Cornell University)×5
  • Proceedings×2
  • Pervasive and Mobile Computing×1
  • Communications in computer and information science×1
  • Research Repository (Delft University of Technology)×1
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By research-topic overlap
  • L. J. Pyrak‐Nolte

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  • Juan E. Santos

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  • David W. Alexander

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  • Bin He

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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 Sep 1, 2026.

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