<b>Ground motion modeling and Epistemic Uncertainty using Conditional Variational Autoencoders</b>

<b>Ground motion modeling and Epistemic Uncertainty using Conditional Variational Autoencoders</b>

<p dir="ltr">This code predicts an ensembles the horizontal spectral acceleration and its median by utilizing the proposed Conditional Variational Autoencoder (CVAE) network.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ravi Kanth Sriwastav (18279283) (author)
مؤلفون آخرون:	Kammula Sai Tulasi (18579068) (author), jyothi yedulla (18319545) (author), Raghukanth STG (11585165) (author)
منشور في:	2024
الموضوعات:	Seismology and seismic exploration Earthquake engineering Civil engineering not elsewhere classified Neural networks Machine learning not elsewhere classified Engineering Strong Motion Database Nonlinear Principal Component Analysis Mixed-effect regression Conditional Variational Autoencoder Acceleration Response Spectra
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

<b>Application of </b><b>Conditional Generative Adversarial Network</b><b> in Ground Motion Modelling Encompassing Epistemic Uncertainty</b>
حسب: jyothi yedulla (18319545)
منشور في: (2025)

Data-Driven Ground Motion Model for Aftershock Seismic Hazard Assessment in the Himalayan Region
حسب: Naga Tejasri M (20321426)
منشور في: (2024)

<b>Modified Mercalli Intensity-based Probabilistic Seismic Hazard Assessment and Zonation of India</b>
حسب: Ravi Kanth Sriwastav (18279283)
منشور في: (2024)

<b>A Ground Motion Model of Energy Spectrum in the Indo-Burma Region using Artificial Neural Network</b>
حسب: Ajay Kumar Pathak (20432057)
منشور في: (2025)

Indian Ground Motion (IGM) Database A Flat File Compilation of Strong Ground-Motion Intensity Measures
حسب: Shikha Sharma (20857865)
منشور في: (2025)

Dataset for Nearshore Propagation and Amplification of the Tsunami Following the 2024 Noto Peninsula Earthquake, Japan
حسب: Yusuke Yamanaka (18549319)
منشور في: (2024)

<b>Characterization of the Fourier Amplitude Spectrum in New Zealand using Machine Learning</b>
حسب: Debarati Hati (22186338)
منشور في: (2025)

HFSWD-code
حسب: Yangkang Chen (11889404)
منشور في: (2025)

Automated S-Wave Arrival Timing in GNSS Instantaneous VelocityData Without Frequency-Domain Pre-Filtering
حسب: Alex Lapadat (21226691)
منشور في: (2025)

<b>Adaptive Wavelength Dependent Dispersion Curve Picking Function</b><b> </b><b>with Local Energy Detection</b> : Data Folder
حسب: Tarun Naskar (22252219)
منشور في: (2025)

IGM_flat-file.xlsx
حسب: Shikha Sharma (20857865)
منشور في: (2025)

Proposed Zone-Based Declustering Approach for Earthquake Catalogs
حسب: Mohamed Tareq Soliman (21174023)
منشور في: (2025)

Data for Numerical Simulation Study on the Impact of Seismic Behavior in High Ground Stress Soft Rock Tunnels
حسب: Sam (22522418)
منشور في: (2025)

<b>Pseudo Velocity Spectrum to Velocity Spectrum Conversion Model: Application to Indian Scenario using Transfer Learning Algorithm</b>
حسب: jyothi yedulla (18319545)
منشور في: (2024)

Figure S8(b). Magnitude rank-ordering plots for the Bohai post-mainshock sequence for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S6(b). Magnitude rank-ordering plots for the Tangshan post-mainshock sequence for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S5(b). Magnitude rank-ordering plots for the Haicheng post-mainshock sequence for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Excel Data for Seismic Response of Irregular Continuous RC Rigid-Frame Bridges
حسب: Seyed Hadi Rashedi (22828124)
منشور في: (2025)

Figures S4. Dependence of Φ as a function of the density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

<b>Data sets</b>
حسب: Gui Chen (19839897)
منشور في: (2024)

Figure S8(c). Magnitude rank-ordering plots for the combined pre-mainshock and post-mainshock sequences of the Bohai earthquake for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S8(a). Magnitude rank-ordering plots for the Bohai pre-mainshock sequence for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S6(c). Magnitude rank-ordering plots for the combined pre-mainshock and post-mainshock sequences of the Tangshan earthquake for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S6(a). Magnitude rank-ordering plots for the Tangshan pre-mainshock sequence for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S5(c). Magnitude rank-ordering plots for the combined pre-mainshock and post-mainshock sequences of the Haicheng earthquake for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figure S5(a). Magnitude rank-ordering plots for the Haicheng pre-mainshock sequence for different density threshold
حسب: Jiawei Li (21239258)
منشور في: (2025)

Figures S3. Statistical information on seismicity clustering
حسب: Jiawei Li (21239258)
منشور في: (2025)

<b>Figure 5(b)</b>. Probability distributions of earthquake counts forecasted by ETAS<sub><em>μ</em></sub>and ETAS<sub><em>μ</em></sub><sub>(</sub><sub><em>x</em></sub><sub>,</sub><sub><em>y</em></sub><sub>)</sub>for all forecast windows across the entire CSES region, under magnitude threshold<i>M</i><sub>t</sub>= 3.5.
حسب: Jiawei Li (21239258)
منشور في: (2025)

Earthquake Event Double-Difference Catalog for Leeu Gamka, Karoo Basin, SA
حسب: Diego Quiros (19680760)
منشور في: (2025)

<b>Figure 5(e)</b>. Probability distributions of earthquake counts forecasted by ETAS<sub><em>μ</em></sub>and ETAS<sub><em>μ</em></sub><sub>(</sub><sub><em>x</em></sub><sub>,</sub><sub><em>y</em></sub><sub>)</sub>for all forecast windows across the entire CSES region, under magnitude threshold<i>M</i><sub>t</sub>= 5.0.
حسب: Jiawei Li (21239258)
منشور في: (2025)

<b>Figure 5(d)</b>. Probability distributions of earthquake counts forecasted by ETAS<sub><em>μ</em></sub>and ETAS<sub><em>μ</em></sub><sub>(</sub><sub><em>x</em></sub><sub>,</sub><sub><em>y</em></sub><sub>)</sub>for all forecast windows across the entire CSES region, under magnitude threshold<i>M</i><sub>t</sub>= 4.5.
حسب: Jiawei Li (21239258)
منشور في: (2025)

<b>Figure 5(c)</b>. Probability distributions of earthquake counts forecasted by ETAS<sub><em>μ</em></sub>and ETAS<sub><em>μ</em></sub><sub>(</sub><sub><em>x</em></sub><sub>,</sub><sub><em>y</em></sub><sub>)</sub>for all forecast windows across the entire CSES region, under magnitude threshold<i>M</i><sub>t</sub>= 4.0.
حسب: Jiawei Li (21239258)
منشور في: (2025)

<b>Figure 5(a)</b>. Probability distributions of earthquake counts forecasted by ETAS<sub><em>μ</em></sub> and ETAS<sub><em>μ</em></sub><sub>(</sub><sub><em>x</em></sub><sub>, </sub><sub><em>y</em></sub><sub>)</sub> for all forecast windows across the entire CSES region, under magnitude threshold <i>M</i><sub>t</sub> = 3.0.
حسب: Jiawei Li (21239258)
منشور في: (2025)

Earthquake Event Catalog for Leeu Gamka, Karoo Basin, SA
حسب: Benjamin Whitehead (19744110)
منشور في: (2024)

Resilience of urban road networks: a dataset for the visualization of the structural objects and the assessment of the seismic vulnerability
حسب: Marco Civera (21001300)
منشور في: (2025)

<b>Seismic COmputational Platform for Empowering Discovery (SCOPED): Software, Containers, Workshops, Science</b>
حسب: denolle (10132196)
منشور في: (2025)

A high-precision earthquake catalog and arrival-time dataset from dense seismic array in the Haicheng seismic zone
حسب: Dong Yan (12130800)
منشور في: (2025)

A high-precision earthquake catalog and arrival-time dataset from dense seismic array in the Haicheng seismic region
حسب: Dong Yan (12130800)
منشور في: (2025)

Original data for the manuscript "Fault slip behaviors modulated by locally increased fluid pressure: Earthquake nucleation and slow slip events"
حسب: Peng Dong (11977931)
منشور في: (2025)

Event Waveform Data for Leeu Gamka, Karoo, SA
حسب: Benjamin Whitehead (19744110)
منشور في: (2024)

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