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Benjamin Michlin

Naval Information Warfare Center (NIWC) Pacific

readiness

nlp

lstm

neural networks

machine learning

federated learning

decision tree

decision trees

topological data analysis

edge computing

data

algorithm

predictice analytics

predictive analytics

dashboard

4

presentations

SHORT BIO

Dr. Benjamin Michlin is a Data Scientist at the Naval Information Warfare Center (NIWC) Pacific. His work focuses on applying machine learning and AI techniques to datasets in multiple domains to create predictive models with actionable insights. He is the lead scientist for multiple projects and was the recipient of the 2020 Department of Defense Gears of Government Award, the 2020 Barchi Prize from the Military Operations Research Society (MORS), and the 2019 Department of the Navy A+ Award. Dr. Michlin received his B.S. in Physics and B.A. in Mathematics from the University of California, Santa Cruz. He went on to complete his M.S. and Ph.D in Physics at Rice University where he focused on high energy experimental particle physics and worked on the Compact Muon Solenoid (CMS) experiment at the CERN Large Hadron Collider (LHC).

Presentations

Modeling the Model: Improving Trained Decision Trees Without Access to Data

Benjamin Michlin and 1 other author

Soft Trees: Smoothing Decision Thresholds for Improved Performance

Josh Duclos and 1 other author

Visualizing the Digital Aviation Readiness Technology Engine (DARTE) with the Advana Platform

Jazlynn Wied and 4 other authors

Daily Readiness Predictions with the Digital Aviation Readiness Technology Engine

Jamal Rorie and 5 other authors

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