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- stonet | Easy Network, Trustable
Founded in 2000, STONET is a global leading provider of networking products and solutions With state-of-the-art technology, outstanding product quality and satisfying customer service, STONET has become a major provider in the data communication industry, with a growing reputation for reliable products worldwide
- STONet: A Neural-Operator-Driven Spatio-temporal Network
View a PDF of the paper titled STONet: A Neural-Operator-Driven Spatio-temporal Network, by Haitao Lin and 3 other authors
- STONet-S*: A Knowledge-Distilled Approach for Semantic Segmentation in . . .
Our proposed STONet-S ∗ , a stepped transmission optimization network (STONet) with knowledge distillation (KD), extracts insights from a pretrained extensive teacher network and transfers them to an untrained compact student network
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- [2412. 05576] STONet: A novel neural operator for modeling solute . . .
In this work, we develop a novel neural operator, the Solute Transport Operator Network (STONet), to efficiently model contaminant transport in micro-cracked reservoirs The model combines different networks to encode heterogeneous properties effectively By predicting the concentration rate, we are able to accurately model the transport process
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- STONet: A novel neural operator for modeling solute transport in micro . . .
Our approach effectively encodes heterogeneous properties and predicts the concentration rate, achieving accuracy comparable to that of the finite element method The computational efficiency of STONet enables rapid and accurate predictions of solute transport, facilitating both parameter identification and groundwater management optimization
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