Author

Martin Niemiec

University of ConnecticutORCID 0000-0002-7802-1907Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Chao Kun HuiD· 1 shared Hui HuaiD· 1 shared Hyeongjin JoiD· 1 shared Kyungjin KimiD· 1 shared Rahul Manna· 1 shared Tingkai LiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioengineering

Chao Kun HuORCID

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1 paper

Recent·Most cited

Machine Learning-Based Early Prediction of Neural Microelectrode Lifetime Under Accelerated Aging Conditions

Hui Hua, Martin Niemiec, Tingkai Li, Rahul Manna, Hyeongjin Jo, Kyungjin Kim, Chao Kun Hu

This paper develops a machine learning model to predict neural microelectrode lifetimes from early-life data under accelerated aging conditions, achieving significant error reduction through feature engineering and calibration.

bioRxiv · Oct 30, 2026 · PreprintBioengineering