Towards blending Physics-Based numerical simulations and seismic databases using Generative Adversarial Network

Neural Network Applications in Earthquake Prediction (1994–2019): Meta-Analytic and Statistical Insights on Their Limitations

(2020) Arnaud Mignan et al.   SEISMOLOGICAL RESEARCH LETTERS

CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection

(2019) S. Mostafa Mousavi et al.   Scientific Reports

Physics‐constrained non‐Gaussian probabilistic learning on manifolds

(2019) Christian Soize et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Large-scale simulation of seismic wave motion: A review

(2019) Babak Poursartip et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Broadband Ground Motions from 3D Physics‐Based Numerical Simulations Using Artificial Neural Networks

(2018) Roberto Paolucci et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach

(2018) F. Gatti et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Data-driven probability concentration and sampling on manifold

(2016) C. Soize et al.   JOURNAL OF COMPUTATIONAL PHYSICS

The Engineering Strong‐Motion Database: A Platform to Access Pan‐European Accelerometric Data

(2016) Lucia Luzi et al.   SEISMOLOGICAL RESEARCH LETTERS

Numerical Shake Prediction for Earthquake Early Warning: Data Assimilation, Real‐Time Shake Mapping, and Simulation of Wave Propagation

(2015) Mitsuyuki Hoshiba et al.   BULLETIN OF THE SEISMOLOGICAL SOCIETY OF AMERICA

Anatomy of strong ground motion: near-source records and three-dimensional physics-based numerical simulations of theMw6.0 2012 May 29 Po Plain earthquake, Italy

(2015) R. Paolucci et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Polynomial Chaos Expansion of a Multimodal Random Vector

(2015) C. Soize   SIAM-ASA Journal on Uncertainty Quantification

Time-frequency misfit and goodness-of-fit criteria for quantitative comparison of time signals

(2009) Miriam Kristeková et al.   GEOPHYSICAL JOURNAL INTERNATIONAL