On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

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2 results for “fouling”

Ship Performance Monitoring using Machine-learningstat.ML

Machine learning predicts ship performance changes over time.

problem Estimating ship hydrodynamic performance over time.

method Machine learning methods (NL-PCR, NL-PLSR, probabilistic ANN) calibrated with in-service data.

result Probabilistic ANN model performs best in predicting ship performance changes.

ship performance hydrodynamics machine learning fouling fuel consumption

2021-10-07abs ↗pdf ↗

Automating the assessment of biofouling in images using expert agreement as a gold standardcs.CV

Deep learning automates biofouling detection in ship hull images.

problem Automating biofouling assessment from ship hull images.

method Deep learning model trained on expert-annotated images.

result Deep learning model agrees with expert annotations.

biofouling ship hull machine learning deep learning image analysis

2020-08-21abs ↗pdf ↗