28 citations · 117 across the 13 of their papers we have counts for
4 papers · 1 filter
Bayesian inference and Markov chain Monte Carlo based estimation of a geoscience model parameter
Saumik Dana, Karthik Reddy
The critical slip distance in rate and state model for fault friction in the study of potential earthquakes can vary wildly from micrometers to few meters depending on the length s…
Uncertainty Quantification in Friction Model for Earthquakes using Bayesian inference
Saumik Dana, Karthik Reddy Lyathakula
This work presents a framework to inversely quantify uncertainty in the model parameters of the friction model using earthquake data via the Bayesian inference. The forward model i…
A fault slip model to study earthquakes due to pore pressure perturbations
Saumik Dana, Birendra Jha
The burgeoning need to sequester anthropogenic CO for climate mitigation and the need for energy sustenance leading upto enhanced geothermal energy production has made it incre…
Two-grid method on unstructured tetrahedra: Applying computational geometry to staggered solution of coupled flow and mechanics problems
Saumik Dana, Xiaoxi Zhao, Birendra Jha
We develop a computational framework that leverages the features of sophisticated software tools and numerics to tackle some of the pressing issues in the realm of earth sciences.…