Research
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.

169,051 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Mar 202219922001200920182026
2 results for “PNRs”
Airline Passenger Name Record Generation using Generative Adversarial Networkscs.LG

Generative Adversarial Networks create synthetic PNRs for airline industry.

problem Creating realistic synthetic Passenger Name Records without infringing data ownership laws.
method Cramér GANs, categorical feature embedding, Cross-Net architecture.
result Generated PNRs match real data well and can be used for business applications.
PNRsGenerative Adversarial NetworksCategorical FeaturesData PrivacyClient Segmentation
2018-07-17abs ↗pdf ↗
Switching in the Rain: Predictive Wireless x-haul Network Reconfigurationcs.NI

Framework predicts and prepares for rain-induced microwave link attenuation.

problem Severe signal attenuation due to weather conditions degrades network performance.
method Predictive Network Reconfiguration (PNR) framework using LSTM for attenuation prediction and MSNR for dynamic routing.
result Framework improves network utilization by more than 200% compared to reactive algorithms.
network reconfigurationweather impactmicrowave linksattenuation predictionmulti-step optimization
2022-03-07abs ↗pdf ↗