Kathryn Lawson

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    A[Kathryn Lawson]
    AC["Associated Concepts (25)"]
    AW["Authored Works (6)"]
    CA["Linked Co-Authors (5)"]
    CI["Linked Collaborating Institutions (6)"]
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ORCiD

https://orcid.org/0000-0003-0075-7911

OpenAlex ID

https://openalex.org/A5031113849 (API record)

Associated Concepts [?]

• Computer science
• Geography
• Mathematics
• Biology
• Physics
• Cartography
• Geology
• Machine learning
• Artificial intelligence
• Ecology
• Statistics
• Engineering
• Quantum mechanics
• Environmental science
• Mathematical analysis
• Philosophy
• Drainage basin
• Streamflow
• Pure mathematics
• Geotechnical engineering
• Scale (ratio)
• Differentiable function
• Artificial neural network
• Operating system
• Programming language

Authored Works

sorted by decreasing year, and then by display-name

• From Parameter Learning to Structure Evolution: A Deep Integration of Physical Models and Deep Learning to Improve Hydrologic Modeling at Large Scales
• A global multitask deep learning soil moisture model for disaster management
• Role of Hydroelectric Power on Electricity Price and Storage Capacity for the Independent System Operator in New England
• Process learning of stream temperature modelling using deep learning and big data
• How to beat your teachers in hydrologic machine learning
• A new rainfall-induced deep learning strategy for landslide susceptibility prediction

Linked Co-Authors

• Alison P. Appling
• Chaopeng Shen
• Farshid Rahmani
• Jiangtao Liu
• Samantha Oliver

Linked Collaborating Institutions

• Pennsylvania State University
• Tufts University, Massachusetts
• U.S. Geological Survey
• UMass Amherst
• University of Miami, Florida
• University of Minnesota, Twin Cities

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