Search Results - "Koltermann da Silva, Juliana"

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  1. 1

    Accuracy and precision of the cosmic‐ray neutron sensor for soil moisture estimation at humid environments by Iwema, Joost, Schrön, Martin, Koltermann Da Silva, Juliana, Schweiser De Paiva Lopes, Rodolfo, Rosolem, Rafael

    Published in Hydrological processes (01-11-2021)
    “…The accuracy and precision of the cosmic‐ray neutron sensor (CRNS) neutron count and soil moisture estimate are affected differently by distinct neutron…”
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    Journal Article
  2. 2

    A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data by Burrichter, Benjamin, Hofmann, Julian, Koltermann da Silva, Juliana, Niemann, Andre, Quirmbach, Markus

    Published in Water (Basel) (01-05-2023)
    “…This study presents a deep-learning-based forecast model for spatial and temporal prediction of pluvial flooding. The developed model can produce the flooding…”
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    Journal Article
  3. 3

    A Temporal Fusion Transformer Model to Forecast Overflow from Sewer Manholes during Pluvial Flash Flood Events by Burrichter, Benjamin, Koltermann da Silva, Juliana, Niemann, Andre, Quirmbach, Markus

    Published in Hydrology (01-03-2024)
    “…This study employs a temporal fusion transformer (TFT) for predicting overflow from sewer manholes during heavy rainfall events. The TFT utilised is capable of…”
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    Journal Article
  4. 4

    Compacted Chalk Putty–Cement Blends: Mechanical Properties and Performance by Consoli, Nilo Cesar, Hoch, Bruna Zakharia, Festugato, Lucas, Diambra, Andrea, Ibraim, Erdin, da Silva, Juliana Koltermann

    Published in Journal of materials in civil engineering (01-02-2018)
    “…AbstractCompaction and portland cement addition are among the promising ground improvement procedures to enhance the mechanical properties of chalk putty. The…”
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    Journal Article