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Dan Lu

Government of the United States of America - Oak Ridge National Laboratory

1 Bethel Valley Road, P.O. Box 2008, Mail Stop 608

Room B-106, Building 5700

Oak Ridge, TN 37831

United States

SCHOLARLY PAPERS

6

DOWNLOADS

349

TOTAL CITATIONS

9

Scholarly Papers (6)

1.

Time Series Anomaly Detection in Power Electronics Signals with Recurrent and Convlstm Autoencoders

Number of pages: 24 Posted: 29 Mar 2022
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Thomas Jefferson National Accelerator Facility, Newport News, affiliation not provided to SSRN, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News and Government of the United States of America - Oak Ridge National Laboratory
Downloads 122 (588,531)
Citation 7

Abstract:

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anomaly detection, Autoencoders, ConvLSTM, High Voltage Converter Modulator, Spallation Neutron Source

2.

Uncertainty Quantification of Machine Learning-Based Permeability Estimation from Rock Images

Number of pages: 47 Posted: 17 Nov 2022
Siyan Liu, Ming Fan and Dan Lu
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 85 (771,553)

Abstract:

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uncertainty quantification, machine learning, convolutional neural networks, permeability, digital rock physics

3.

A Deep Learning-Based Direct Forecasting of CO 2 Plume Migration

Number of pages: 36 Posted: 02 Sep 2022
Ming Fan, Dan Lu and Siyan Liu
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 75 (844,901)
Citation 1

Abstract:

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Geologic carbon storage, CO2 plume migration forecasting, Deep Learning, parameterization, latent space mapping

4.

Multi-Module Based CVAE to Predict HVCM Faults in the SNS Accelerator

Number of pages: 31 Posted: 11 May 2023
Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Thomas Jefferson National Accelerator Facility, Newport News, Government of the United States of America - Oak Ridge National Laboratory, University of Michigan at Ann Arbor, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 29 (1,332,057)
Citation 1

Abstract:

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Anomaly detection, Particle Accelerators, Variational Autoencoder, Spallation Neutron Source, High Voltage Converter Modulator

5.

Improving the Estimation of Atmospheric Vapor Pressure Using Interpretable Lstm

Number of pages: 18 Posted: 06 Sep 2023
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 24 (1,399,036)

Abstract:

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LSTM network, Interpretable deep learning, Static attribute variable, Atmospheric humidity, Vapor pressure

6.

Improving the Estimation of Atmospheric Vapor Pressure Using Interpretable Lstm

Number of pages: 18 Posted: 21 Aug 2023
Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory, Government of the United States of America - Oak Ridge National Laboratory and Government of the United States of America - Oak Ridge National Laboratory
Downloads 14 (1,518,554)

Abstract:

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LSTM network, Interpretable deep learning, Static attribute variable, Atmospheric humidity, Vapor pressure