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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.

169,051 papers · 148 categories

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1 result for “ILUES”
Deep autoregressive neural networks for high-dimensional inverse problems in groundwater contaminant source identificationstat.ML

Deep neural network solves complex groundwater contaminant source identification.

problem Identifying groundwater contaminant sources in highly heterogeneous media.
method Deep autoregressive neural network surrogate for forward model, ILUES for inversion.
result Deep autoregressive neural network provides accurate approximation for high-dimensional model.
groundwater contaminantinverse problemneural networkautoregressiveILUES
2018-12-22abs ↗pdf ↗