Concepedia

Manan Mehta

MM

9

Publications

289

Citations

9

H-Index

2017

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Manan Mehta is an author at University of Illinois Urbana-Champaign specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningArtificial IntelligencePhysicsUrologyBig DataMedicineDiagnosis

Publications per year

2017–2024

9

Publications

9

Federated learning-based semantic segmentation for pixel-wise defect detection in additive manufacturing

Manan Mehta, Chenhui Shao · Journal of Manufacturing Systems · 2022 · 101 citations · Full text

A federated learning approach to mixed fault diagnosis in rotating machinery

Manan Mehta, Siyuan Chen, Haichuan Tang et al. · Journal of Manufacturing Systems · 2023 · 55 citations

Artificial Intelligence, Fault Diagnosis, Reliability Engineering +14

A Greedy Agglomerative Framework for Clustered Federated Learning

Manan Mehta, Chenhui Shao · IEEE Transactions on Industrial Informatics · 2023 · 44 citations · Full text

Artificial Intelligence, Cluster Computing, Engineering +16

Efficient-CovidNet: Deep Learning Based COVID-19 Detection From Chest X-Ray Images

Yash Chaudhary, Manan Mehta, Raghav Sharma et al. · 2021 · 30 citations · Full text

Federated learning enables privacy-preserving and data-efficient dimension prediction and part qualification across additive manufacturing factories

Manan Mehta, Miles V. Bimrose, Davis J. McGregor et al. · Journal of Manufacturing Systems · 2024 · 15 citations · Full text

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