Nishtha Srivastava

Employment

• Frankfurt Institute for Advanced Studies Research Fellow and Research Group Leader
  2020 - Present
• Frankfurt Institute for Advanced Studies Postdoctoral Researcher
  2018 - 2020

Education

• Indian Institute of Technology Kharagpur PhD
  2011 - 2018
• Banaras Hindu University M.Sc (Tech) Geophysics
  2006 - 2009
• Banaras Hindu University B.Sc (Hons.) Mathematics
  2003 - 2006

Projects & Funding

Projects & funding information is unavailable.

Publications (17)

• Feasibility of Deep Learning in Shear Wave Splitting analysis using Synthetic-Data Training and Waveform Deconvolution
  Seismica 2024 DOI: 10.26443/seismica.v3i1.1124
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• Automated Seismo-Volcanic Event Detection Applied to Stromboli (Italy)
  Frontiers in Earth Science 2022 DOI: 10.3389/feart.2022.809037
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• CREIME: A Convolutional Recurrent model for Earthquake Identification and Magnitude Estimation
  arXiv 2022
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• Deep Learning-based Small Magnitude Earthquake Detection and Seismic Phase Classification
  arXiv 2022
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• EPick: Multi-class attention-based U-shaped neural network for earthquake detection and seismic phase picking
  arXiv 2021
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• Sunda-arc seismicity: Continuing increase of high-magnitude earthquakes since 2004
  arXiv 2021
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• AWESAM: A python module for automated volcanic event detection applied to stromboli
  arXiv 2021
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• A study on the effect of input data length on deep learning based magnitude classifier
  arXiv 2021
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• Sunda-arc seismicity: continuing increase of high-magnitude earthquakes since 2004
  2021
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• EPick: Multi-Class Attention-based U-shapedNeural Network forEarthquake Detection andSeismic PhasePicking
  2021
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