Research

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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.

169,051 papers · 148 categories

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1 result for “DeepFreak”

DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learningcs.LG

DeepFreak learns crystal diffraction patterns from synthetic and real images.

problem Classifying crystallography diffraction patterns.

method End-to-end CNN architecture (DeepFreak) for classification on DiffraNet dataset.

result Best model achieves 98.5% accuracy on synthetic images and 94.51% on real images.

Crystallography Diffraction Machine Learning DeepFreak AutoML

2019-04-26abs ↗pdf ↗