Research
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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.

169,341 papers · 148 categories

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0111 · Jul 201219922001200920182026
4 results for hindcast

Improved SMAP soil moisture predictions for US using LSTM.

problem Short time span and irregular revisit schedule of SMAP mission.
method Utilized LSTM neural network to predict soil moisture data.
result Achieved small test root-mean-squared error (<0.035) and high correlation coefficient (>0.87) for over 75% of US.

Forecasting technological progress is of great interest to engineers, policy makers, and private investors. Several models have been proposed for predicting technological improvement, but how well do these models perform? An early hypothesis made by Theodore Wright in 1936 is that cost decreases as a power law of cumul…

2012-07-05abs ↗pdf ↗

EnKBS smoothes complex systems with future observations for causal inference.

problem Improving state estimation in complex systems with rapid dynamics.
method Continuous-time ensemble Kalman-Bucy smoother for nonlinear dynamical systems.
result EnKBS provides derivative-free framework with high skill in various scientific problems.