[HTML][HTML] Statistical physics approaches to the complex Earth system
Global warming, extreme climate events, earthquakes and their accompanying
socioeconomic disasters pose significant risks to humanity. Yet due to the nonlinear …
socioeconomic disasters pose significant risks to humanity. Yet due to the nonlinear …
Developing, testing, and communicating earthquake forecasts: Current practices and future directions
L Mizrahi, I Dallo, NJ van der Elst… - Reviews of …, 2024 - Wiley Online Library
While deterministically predicting the time and location of earthquakes remains impossible,
earthquake forecasting models can provide estimates of the probabilities of earthquakes …
earthquake forecasting models can provide estimates of the probabilities of earthquakes …
Fate of the Atlantic Meridional Overturning Circulation: Strong decline under continued warming and Greenland melting
P Bakker, A Schmittner, JTM Lenaerts… - Geophysical …, 2016 - Wiley Online Library
Abstract The most recent Intergovernmental Panel on Climate Change assessment report
concludes that the Atlantic Meridional Overturning Circulation (AMOC) could weaken …
concludes that the Atlantic Meridional Overturning Circulation (AMOC) could weaken …
Is seismicity operating at a critical point?
S Nandan, SK Ram, G Ouillon, D Sornette - Physical Review Letters, 2021 - APS
Seismicity and faulting within the Earth's crust are characterized by many scaling laws that
are usually interpreted as qualifying the existence of underlying physical mechanisms …
are usually interpreted as qualifying the existence of underlying physical mechanisms …
Optimizing machine learning models for granular NdFeB magnets by very fast simulated annealing
The macroscopic properties of permanent magnets and the resultant performance required
for real implementations are determined by the magnets' microscopic features. However …
for real implementations are determined by the magnets' microscopic features. However …
Nowcasting earthquakes with stochastic simulations: Information entropy of earthquake catalogs
JB Rundle, I Baughman, T Zhang - Earth and Space Science, 2024 - Wiley Online Library
Earthquake nowcasting has been proposed as a means of tracking the change in large
earthquake potential in a seismically active area. The method was developed using …
earthquake potential in a seismically active area. The method was developed using …
Bayesian earthquake forecasting using Gaussian process modeling: GP‐ETAS applications
C Molkenthin, G Zöller, S Hainzl… - Seismological …, 2024 - pubs.geoscienceworld.org
Numerous seismicity models are known to simulate different observed characteristics of
earthquake occurrence successfully. However, their ability of prospective forecasting future …
earthquake occurrence successfully. However, their ability of prospective forecasting future …
Robust seismicity forecasting based on Bayesian parameter estimation for epidemiological spatio-temporal aftershock clustering models
H Ebrahimian, F Jalayer - Scientific reports, 2017 - nature.com
In the immediate aftermath of a strong earthquake and in the presence of an ongoing
aftershock sequence, scientific advisories in terms of seismicity forecasts play quite a crucial …
aftershock sequence, scientific advisories in terms of seismicity forecasts play quite a crucial …
[HTML][HTML] An optimal cooling schedule using a simulated annealing based approach
Simulated annealing (SA) has been a very useful stochastic method for solving problems of
multidimensional global optimization that ensures convergence to a global optimum. This …
multidimensional global optimization that ensures convergence to a global optimum. This …
Assessing the predictive power of GPS‐based ground deformation data for aftershock forecasting
VM Schimmenti, G Petrillo… - Seismological …, 2024 - pubs.geoscienceworld.org
We present a machine learning approach for aftershock forecasting of the Japanese
earthquakes catalog. Our method takes as sole input the ground surface deformation as …
earthquakes catalog. Our method takes as sole input the ground surface deformation as …