A Deep Learning Pipeline for Large Earthquake Analysis using High-Rate Global Navigation Satellite System Data

Authors: Quinteros-Cartaya, Claudia, Quintero-Arenas, Javier, Padilla-Lafarga, Andrea, Moraila, Carlos, Faber, Johannes, Li, Wei, Köhler, Jonas, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2503.20584

High Magnitude Earthquake Identification Using an Anomaly Detection Approach on HR GNSS Data

Authors: Arenas, Javier Quintero, Cartaya, Claudia Quinteros, Lafarga, Andrea Padilla, Moraila, Carlos, Faber, Johannes, Koehler, Jonas, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2412.00264

Secure File Transfer on Cloud Using Blockchain and Encryption

Authors: Guntuboina, Venkata Sankirtana, Balamurugan, Krithikha, Bharadwaj Saguturu, Venkata Sai Bhavan, Srivastava, Nishtha

Source: 2023 IEEE Pune Section International Conference (PuneCon) Pune Section International Conference (PuneCon), 2023 IEEE. :1-6 Dec, 2023

Relation: 2023 IEEE Pune Section International Conference (PuneCon)

XGBoost-based dynamic ride-sharing model for New York City.

Authors: Srivastava, Nishtha, Tanaje, Sejal, Kulkarni, Ankita, Navan, Mokshad, Chowdhary, Aditya Dutt, Gohil, Bhavesh N.

Source: 2023 6th International Conference on Information Systems and Computer Networks (ISCON) Information Systems and Computer Networks (ISCON), 2023 6th International Conference on. :1-5 Mar, 2023

Relation: 2023 6th International Conference on Information Systems and Computer Networks (ISCON)

When linear inversion fails: neural-network optimization for sparse-ray travel-time tomography of a volcanic edifice

Authors: Komeazi, Abolfazl, Rümpker, Georg, Faber, Johannes, Limberger, Fabian, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2311.01794

SAIPy: A Python Package for single station Earthquake Monitoring using Deep Learning

Authors: Li, Wei, Chakraborty, Megha, Cartaya, Claudia Quinteros, koehler, Jonas, Faber, Johannes, Ruempker, Georg, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2308.11428

Testing the Potential of Deep Learning in Earthquake Forecasting

Authors: Koehler, Jonas, Li, Wei, Faber, Johannes, Ruempker, Georg, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2307.01812

Exploring a CNN Model for Earthquake Magnitude Estimation using HR-GNSS data

Authors: Cartaya, Claudia Quinteros, Koehler, Jonas, Li, Wei, Faber, Johannes, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2304.09912

Real-time Earthquake Monitoring using Deep Learning: a case study on Turkey Earthquake Aftershock Sequence

Authors: Li, Wei, Koehler, Jonas, Chakraborty, Megha, Quinteros-Cartaya, Claudia, Ruempker, Georg, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2211.09539

CREIME: A Convolutional Recurrent model for Earthquake Identification and Magnitude Estimation

Authors: Chakraborty, Megha, Fenner, Darius, Li, Wei, Faber, Johannes, Zhou, Kai, Ruempker, Georg, Stoecker, Horst, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2204.02924

Deep Learning-based Small Magnitude Earthquake Detection and Seismic Phase Classification

Authors: Li, Wei, Sha, Yu, Zhou, Kai, Faber, Johannes, Ruempker, Georg, Stoecker, Horst, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2204.02870

When linear inversion fails: Neural-network optimization for sparse-ray travel-time tomography of a volcanic edifice

Authors: Komeazi, Abolfazl, Rümpker, Georg, Faber, Johannes, Limberger, Fabian, Srivastava, Nishtha

Source: In Artificial Intelligence in Geosciences December 2024 5

A study on the effect of input data length on deep learning based magnitude classifier

Authors: Chakraborty, Megha, Li, Wei, Faber, Johannes, Ruempker, Georg, Stoecker, Horst, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2112.07551

AWESAM: A Python Module for Automated Volcanic Event Detection Applied to Stromboli

Authors: Fenner, Darius, Ruempker, Georg, Li, Wei, Chakraborty, Megha, Faber, Johannes, Koehler, Jonas, Stoecker, Horst, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2111.01513

SAIPy: A Python package for single-station earthquake monitoring using deep learning

Authors: Li, Wei, Chakraborty, Megha, Cartaya, Claudia Quinteros, Köhler, Jonas, Faber, Johannes, Meier, Men-Andrin, Rümpker, Georg, Srivastava, Nishtha

Source: In Computers and Geosciences October 2024 192

EPick: Multi-Class Attention-based U-shaped Neural Network for Earthquake Detection and Seismic Phase Picking

Authors: Li, Wei, Chakraborty, Megha, Fenner, Darius, Faber, Johannes, Zhou, Kai, Ruempker, Georg, Stoecker, Horst, Srivastava, Nishtha

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2109.02567

Sunda-arc seismicity: continuing increase of high-magnitude earthquakes since 2004

Authors: Srivastava, Nishtha, Koehler, Jonas, Nava, F. Alejandro, Sayed, Omar El, Chakraborty, Megha, Steinheimer, Jan, Faber, Johannes, Kies, Alexander, Thingbaijam, Kiran Kumar, Zhou, Kai, Ruempker, Georg, Stoecker, Horst

Subject Terms: Physics - Geophysics

Access URL: http://arxiv.org/abs/2108.06557

Exploring a CNN model for earthquake magnitude estimation using HR-GNSS data

Authors: Quinteros-Cartaya, Claudia, Köhler, Jonas, Li, Wei, Faber, Johannes, Srivastava, Nishtha

Source: In Journal of South American Earth Sciences April 2024 136

A Review of Machine Learning-Based Intrusion Detection Systems on the Cloud
Security, privacy and data analysis (International conference)

Authors: Srivastava, Nishtha, Chaudhari, Ashish, Joraviya, Nidhi, Gohil, Bhavesh N., Ray, Suprio, Rao, Udai Pratap

Source: Lecture notes in electrical engineering. 848:303-317

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN607535703&indx=1&recIds=ETOCCN607535703

A study on small magnitude seismic phase identification using 1D deep residual neural network

Authors: Li, Wei, Chakraborty, Megha, Sha, Yu, Zhou, Kai, Faber, Johannes, Rümpker, Georg, Stöcker, Horst, Srivastava, Nishtha

Source: In Artificial Intelligence in Geosciences December 2022 3:115-122