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

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2 results for “2019-nCov”

An Epidemiological Modelling Approach for Covid19 via Data Assimilationstat.AP

Epidemiological model updates infection rates in China, US, Italy.

problem Evaluate policy interventions for mitigating the 2019-nCov pandemic.

method Custom SITR model with variational data assimilation for real-time updates.

result Model robust to initial conditions, infers infection numbers and parameters.

epidemiological modeling data assimilation 2019-nCov SIR model infection rates

2020-04-25abs ↗pdf ↗

Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rayseess.IV

Deep learning ensembles improve COVID-19 detection from chest X-rays.

problem Detecting COVID-19 from chest X-rays using machine learning.

method Custom CNN and ImageNet models, transfer learning, iterative pruning, ensemble learning.

result 99.01% accuracy in detecting COVID-19 from chest X-rays.

COVID-19 chest X-rays deep learning ensemble learning iterative pruning

2020-04-16abs ↗pdf ↗