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.

168,982 papers · 148 categories

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2 results for “sub-resolution”

Seismic Bayesian evidential learning: Estimation and uncertainty quantification of sub-resolution reservoir propertiesphysics.geo-ph

Bayesian approach estimates sub-resolution reservoir properties from seismic data.

problem Estimating sub-resolution reservoir properties from seismic data.

method Bayesian evidential learning approach, direct relation between seismic data and reservoir properties.

result Efficient estimation of reservoir properties with uncertainty quantification.

Bayesian learning seismic data reservoir properties uncertainty quantification sub-resolution

2019-05-14abs ↗pdf ↗

Boosting Resolution and Recovering Texture of micro-CT Images with Deep Learningeess.IV

Deep learning boosts micro-CT image resolution and texture recovery.

problem Compensating for image resolution trade-offs in micro-CT imaging.

method EDSRGAN trained on a diverse dataset of uCT images.

result EDSRGAN outperforms other methods in texture recovery and resolution.

micro-CT imaging deep learning super resolution digital rock texture recovery

2019-07-15abs ↗pdf ↗