Abhishek Kumar

Employment

• Curtin University Joint PhD Scholar
  2024 - Present

Education

• Curtin University Joint PhD Scholar
  2024 - 2025
• Indian Institute of Technology Joint PhD Scholar (Course Work CGPA = 8.20)
  2020 - 2025
• Indian Institute of Technology M.Tech (Earthquake Science & Engineering, CGPA=8.91)
  2018 - 2020

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• Enhancing subsurface contamination assessment via ensemble prediction of ground electrical property: A Colorado AMD-impacted wetland case study
  Abhishek Kumar, Upendra K. Singh, Biswajeet Pradhan
  Journal of Environmental Management 2024 DOI: 10.1016/j.jenvman.2023.119943
  +Save
• Enhancing Interpretability in Deep Learning-Based Inversion of 2-D Ground Penetrating Radar Data: An Explainable AI (XAI) Strategy
  Abhishek Kumar, Upendra K. Singh, Biswajeet Pradhan
  IEEE Geoscience and Remote Sensing Letters 2024 DOI: 10.1109/LGRS.2024.3400934
  +Save
• Uncertainty Quantification in EM Velocity Image Reconstruction from GPR Data Using Monte Carlo Dropout Strategy for Improved Assessment of Subsurface Contamination: A Case Study of a Mine-Impacted Wetland in Colorado
  AGU Annual Meeting 2023 (NS33A-06: Near-Surface Geophysics for Vadose Zone and Soil Processes II Oral)At: San Francisco, CA 11-15 December 2023 2023
  +Save
• Deep Learning for Subsurface Conductivity Characterization and Contamination Assessment: A Colorado Wetland Case Study
  2nd EAGE/Aqua Foundation Indian Near Surface Geophysics Conference & Exhibition 2023 DOI: https://doi.org/10.3997/2214-4609.202375007
  +Save
• Ground Penetrating Radar in Coastal Hazard Mitigation Studies Using Deep Convolutional Neural Networks
  Abhishek Kumar, Upendra K. Singh, Biswajeet Pradhan
  Remote Sensing 2022 DOI: 10.3390/rs14194899
  +Save