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.

168,657 papers · 148 categories

Trend · papers per month

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2 results for “thermostability”

Deep learning models for predicting RNA degradation via dual crowdsourcingstat.ML

Deep learning predicts RNA degradation from crowdsourced data.

problem Predicting RNA degradation to improve thermostability.

method Crowdsourced machine learning competition on Kaggle.

result 41% of predictions matched experimental data, and models generalized to longer RNA molecules.

RNA degradation deep learning crowdsourcing thermostability mRNA vaccines

2021-10-14abs ↗pdf ↗

Flexible Kernels for Protein Property Predictioncs.LG

Flexible Kernels for Protein Property Prediction

problem Predicting protein properties from sparse experimental data

method Sequence kernels using evolutionary substitution matrices and local linearity

result Data-efficient models of protein property landscapes

protein property prediction sparse evolutionary

2026-06-09abs ↗pdf ↗