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.

169,181 papers · 148 categories

Trend · papers per month

count % of corpus

2 results for “supermodeling”

Data adaptation in HANDY economy-ideology modelcs.LG

New method improves model predictions for complex systems.

problem Applying high-dimensional, nonlinear models requires fitting accurate data.

method Supermodeling with sensitivity analysis to reduce coupling coefficients.

result Supermodeling outperforms Approximate Bayesian Computation for chaotic systems.

data assimilation modeling supermodeling sensitivity analysis HANDY model

2019-04-08abs ↗pdf ↗

Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Spacestat.ML

We address the problem of retrieving relevant experiments given a query experiment, motivated by the public databases of datasets in molecular biology and other experimental sciences, and the need of scientists to relate to earlier work on the level of actual measurement data. Since experiments are inherently noisy and…

2013-10-08abs ↗pdf ↗