Dhanya J

@iitmandi.ac.in

Assistant Professor, School of Civil and Environmental Engineering, IIT Mandi
Indian Institute of Technology Mandi

Dhanya J


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https://researchid.co/dhanyaj17
33

Scopus Publications

531

Scholar Citations

11

Scholar h-index

11

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • ANN-based broadband modelling of Fourier amplitude spectra through physics-based simulations: application to 2023 Elbistan earthquake
    V Sharma, J Dhanya, M Gade, HK Arya
    Journal of Seismology 30 (1), 10 , 2026
    2026
  • A New Crustal Velocity Model for North-Western Himalayas and Siwalik Basin using Kriging Interpolation
    V Sharma, M Gade, J Dhanya
    AGU25 , 2025
    2025
  • Records for Turkey Twin Earthquakes
    V Sharma, M Gade, J Dhanya
    Recent Research on Sedimentology, Stratigraphy, Paleontology, Tectonics … , 2025
    2025
  • Hybrid broadband ground motion generator for data-sparse regions
    R Choudhary, V Sharma, J Dhanya
    Georisk: Assessment and Management of Risk for Engineered Systems and … , 2025
    2025
    Citations: 1
  • An ensemble random forest model for seismic energy forecasting
    SS Shukla, J Dhanya, P Kumar, V Dutt
    Natural Hazards and Earth System Sciences 25 (10), 3713-3736 , 2025
    2025
    Citations: 2
  • Regional earthquake forecast model for M 6 using strain rate and seismicity for Western Himalayas
    SS Shukla, J Dhanya, M Gade
    Natural Hazards 121 (17), 20285-20317 , 2025
    2025
  • A transfer learning-based ground motion model for Western Himalayas
    R Choudhary, V Sharma, J Dhanya, M Gade
    Acta Geophysica 73 (4), 3123-3146 , 2025
    2025
    Citations: 3
  • of Mizoram State, India
    SS Shukla, J Dhanya, STG Raghukanth
    Seismic Hazard Analyses, Wave Propagation and Site Characterization: Select … , 2025
    2025
  • Earthquakes and Its Application Toward
    R Choudhary, J Dhanya
    Seismic Hazard Analyses, Wave Propagation and Site Characterization: Select … , 2025
    2025
  • ANN-Based Ground Motion and Physics-Based Broadband Models for Vertical Spectra
    V Sharma, M Gade, J Dhanya
    Pure and Applied Geophysics 182 (2), 637-665 , 2025
    2025
  • Probabilistic Seismic Risk Assessment of Mizoram State, India
    SS Shukla, J Dhanya, STG Raghukanth
    International Conference on Recent Advances in Geotechnical Earthquake … , 2024
    2024
  • Machine Learning-Based Ground Motion Model for Subduction Zone Earthquakes and Its Application Toward Hazard Estimation of Northeast India
    R Choudhary, J Dhanya
    International Conference on Recent Advances in Geotechnical Earthquake … , 2024
    2024
  • An ensemble random forest model for seismic energy forecast
    SS Shukla, J Dhanya, P Kumar, Priyanka, V Dutt
    Natural Hazards and Earth System Sciences Discussions 2024, 1-40 , 2024
    2024
    Citations: 5
  • Spatial correlation analysis for ANN generated physics-based broadband response spectra: A case study for 2023 Turkey events
    V Sharma, J Dhanya, M Gade, R Choudhary
    Journal of Earth System Science 133 (4), 203 , 2024
    2024
    Citations: 2
  • A simplified vector valued PSHA using principal components for seismic slope displacement hazard estimation
    M Gade, J Dhanya, PS Nayek
    Arabian Journal of Geosciences 17 (7), 209 , 2024
    2024
  • Machine Learning-Based V/H Spectral Ratio Model for the Himalayan Region
    R Choudhary, SS Shukla, J Dhanya
    Indian Geotechnical Conference, 127-144 , 2023
    2023
  • Characteristics of Near-Field Pulse-Like Records for Turkey Twin Earthquakes
    V Sharma, M Gade, J Dhanya
    International conference on Mediterranean Geosciences Union, 443-446 , 2023
    2023
  • Analyzing the performance of univariate and multivariate machine learning models in soil movement prediction: A comparative study
    P Kumar, P Priyanka, J Dhanya, KV Uday, V Dutt
    IEEE Access 11, 62368-62381 , 2023
    2023
    Citations: 27
  • Statistical kinematic source models for seismic hazard estimations
    J Dhanya, STG Raghukanth
    International Journal of Advances in Engineering Sciences and Applied … , 2023
    2023
  • New generalized ANN-based hybrid broadband response spectra generator using physics-based simulations
    V Sharma, J Dhanya, M Gade, J Sivasubramonian
    Natural Hazards 116 (2), 1879-1901 , 2023
    2023
    Citations: 16

MOST CITED SCHOLAR PUBLICATIONS

  • Ground motion prediction model using artificial neural network
    J Dhanya, STG Raghukanth
    Pure and Applied Geophysics 175 (3), 1035-1064 , 2018
    2018
    Citations: 154
  • 3D seismic wave amplification in the Indo-Gangetic basin from spectral element simulations
    S Jayalakshmi, J Dhanya, STG Raghukanth, PM Mai
    Soil Dynamics and Earthquake Engineering 129, 105923 , 2020
    2020
    Citations: 49
  • Neural network-based hybrid ground motion prediction equations for Western Himalayas and North-Eastern India
    J Dhanya, STG Raghukanth
    Acta Geophysica 68 (2), 303-324 , 2020
    2020
    Citations: 45
  • Ground motion estimation during 25th April 2015 Nepal earthquake
    J Dhanya, M Gade, STG Raghukanth
    Acta Geodaetica et Geophysica 52 (1), 69-93 , 2017
    2017
    Citations: 43
  • Soil stabilization using raw plastic bottles
    A Ashraf, A Sunil, J Dhanya, M Joseph, M Varghese, M Veena
    Proceedings of Indian Geotechnical Conference, 15-17 , 2011
    2011
    Citations: 39
  • A new neural network–based prediction model for Newmark’s sliding displacements
    M Gade, PS Nayek, J Dhanya
    Bulletin of Engineering Geology and the Environment 80 (1), 385-397 , 2021
    2021
    Citations: 31
  • Analyzing the performance of univariate and multivariate machine learning models in soil movement prediction: A comparative study
    P Kumar, P Priyanka, J Dhanya, KV Uday, V Dutt
    IEEE Access 11, 62368-62381 , 2023
    2023
    Citations: 27
  • Seismic recurrence parameters for India and adjoined regions
    J Dhanya, KP Sreejaya, STG Raghukanth
    Journal of Seismology 26 (5), 1051-1075 , 2022
    2022
    Citations: 24
  • Hybrid broadband ground motion simulations in the Indo-Gangetic basin for great Himalayan earthquake scenarios
    S Jayalakshmi, J Dhanya, STG Raghukanth, PM Mai
    Bulletin of Earthquake Engineering 19 (9), 3319-3348 , 2021
    2021
    Citations: 21
  • New generalized ANN-based hybrid broadband response spectra generator using physics-based simulations
    V Sharma, J Dhanya, M Gade, J Sivasubramonian
    Natural Hazards 116 (2), 1879-1901 , 2023
    2023
    Citations: 16
  • A non-Gaussian random field model for earthquake slip
    J Dhanya, STG Raghukanth
    Journal of Seismology 23 (4), 889-912 , 2019
    2019
    Citations: 13
  • Probabilistic fling hazard map of India and adjoined regions
    J Dhanya, STG Raghukanth
    Journal of Earthquake Engineering 26 (9), 4712-4736 , 2022
    2022
    Citations: 9
  • 3D crustal velocity model for ground motion simulations in North-East India
    S Sangeetha, J Dhanya, STG Raghukanth
    Journal of Earthquake Engineering 25 (3), 475-511 , 2021
    2021
    Citations: 8
  • Ground motion simulation for earthquakes in Sumatran region
    J Dhanya, STG Raghukanth
    Current Science, 1709-1720 , 2018
    2018
    Citations: 8
  • An ensemble random forest model for seismic energy forecast
    SS Shukla, J Dhanya, P Kumar, Priyanka, V Dutt
    Natural Hazards and Earth System Sciences Discussions 2024, 1-40 , 2024
    2024
    Citations: 5
  • Non-linear principal component analysis of response spectra
    STG RAGHUKANTH
    Journal of Earthquake Engineering 26 (4), 2148-2167 , 2022
    2022
    Citations: 5
  • A non-stationary random field model for earthquake slip
    J Dhanya, STG Raghukanth
    Journal of Seismology 24 (2), 423-441 , 2020
    2020
    Citations: 5
  • Effect of topography on earthquake ground motions
    A Dhabu, J Dhanya, STG Raghukanth
    Recent Advances in Structural Engineering, Volume 2: Select Proceedings of … , 2018
    2018
    Citations: 5
  • Predictive models for ground motion parameters using artificial neural network
    J Dhanya, D Sagar, STG Raghukanth
    Recent Advances in Structural Engineering, Volume 2: Select Proceedings of … , 2018
    2018
    Citations: 4
  • Forecasting of global earthquake energy time series
    STG Raghukanth, B Kavitha, J Dhanya
    Advances in Data Science and Adaptive Analysis 9 (04), 1750008 , 2017
    2017
    Citations: 4