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Anushka Joshi

ORCID: 0000-0002-7262-4379
Observed ORCID: 0000-0002-7262-4379
OpenAlex ID: A5084296990
Application of a new machine learning model to improve earthquake ground motion predictions
2023 · Anushka Joshi, Balasubramanian Raman, et al. · Natural Hazards · 130
Application of XGBoost model for early prediction of earthquake magnitude from waveform data
2023 · Anushka Joshi, Chalavadi Vishnu, et al. · Journal of Earth System Science · 82
Early detection of earthquake magnitude based on stacked ensemble model
2022 · Anushka Joshi, Chalavadi Vishnu, et al. · Journal of Asian Earth Sciences X · 78
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A new machine learning approach for estimating shear wave velocity profile using borelog data
2023 · Anushka Joshi, Balasubramanian Raman, et al. · Soil Dynamics and Earthquake Engineering · 48
An integrated approach for prediction of magnitude using deep learning techniques
2024 · Anushka Joshi, Balasubramanian Raman, et al. · Neural Computing and Applications · 40
Real-time earthquake magnitude prediction using designed machine learning ensemble trained on real and CTGAN generated synthetic data
2025 · Anushka Joshi, Balasubramanian Raman, et al. · Geodesy and Geodynamics · 20
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A Deep Attention Model for Onsite Estimation of Earthquake Epicenter Distance and Magnitude
2024 · Anushka Joshi, Pradeep Singh, et al. · IEEE Transactions on Geoscience and Remote Sensing · 15
DFTQuake: Tripartite Fourier attention and dendrite network for real-time early prediction of earthquake magnitude and peak ground acceleration
2025 · Anushka Joshi, Nithya Reddy Vedium, et al. · Engineering Applications of Artificial Intelligence · 12
IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model
2025 · Anushka Joshi, Pradeep Singh, et al. · Computers & Geosciences · 2
Sequence to Sequence Deep Learning Model with Genetic Algorithm Optimizer to Predict Earthquake Magnitude Using Indian Dataset
2025 · Anushka Joshi, Pankaj Kumar, et al. · Lecture notes in civil engineering · 1
Scalable multiscale echo state reservoirs with dendritic readouts for intelligent earthquake early warning systems
2026 · Anushka Joshi, Pradeep Singh, et al. · Computers & Electrical Engineering
Earthquake Early Magnitude Prediction Using 3D Point Cloud Based Deep Learning Model: Case of 2018 Osaka Earthquake
2024 · Anushka Joshi, Balasubramanian Raman · International Conference on Trends in Electrical, Electronics, and Computer Engineering (TEECCON)
Works count: 12
Citation count: 428
H-index: 8
I10-index: 8
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