Deborah Agarwal

Employment

• Lawrence Berkely National Laboratory

Education

• University of California, Santa Barbara

Projects & Funding

Projects & funding information is unavailable.

Publications (163)

• Long-term missing value imputation for time series data using deep neural networks
  Neural Computing and Applications 2023 DOI: 10.1007/s00521-022-08165-6
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• Perspectives for self-driving labs in synthetic biology
  Current Opinion in Biotechnology 2023 DOI: 10.1016/j.copbio.2022.102881
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• AmeriFlux BASE data pipeline to support network growth and data sharing
  Scientific Data 2023 DOI: 10.1038/s41597-023-02531-2
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• Tri-State/NETL/Sandia/LBNL IDAES CRADA (Final Report)
  2022 DOI: 10.2172/1902294
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• Enabling FAIR data in Earth and environmental science with community-centric (meta)data reporting formats
  Scientific Data 2022 DOI: 10.1038/s41597-022-01606-w
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• Challenging problems of quality assurance and quality control (QA/QC) of meteorological time series data
  Stochastic Environmental Research and Risk Assessment 2022 DOI: 10.1007/s00477-021-02106-w
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• Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks
  2022
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• BASIN-3D: A brokering framework to integrate diverse environmental data
  Computers & Geosciences 2022 DOI: 10.1016/j.cageo.2021.105024
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• Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis
  Data Science Journal 2022 DOI: 10.5334/dsj-2022-003
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• IMPUTATION OF CONTIGUOUS GAPS AND EXTREMES OF SUBHOURLY GROUNDWATER TIME SERIES USING RANDOM FORESTS
  Journal of Machine Learning for Modeling and Computing 2022 DOI: 10.1615/jmachlearnmodelcomput.2021038774
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