14 citations · 30 across the 5 of their papers we have counts for
3 papers · 1 filter
Deformation Decomposition versus Energy Decomposition for Chemo- and Poro- Mechanics
Janel Chua, Mina Karimi, Patrick Kozlowski +5
We briefly compare the structure of two classes of popular models used to describe poro- and chemo- mechanics wherein a fluid phase is transported within a solid phase. The multipl…
Hessian-informed Hamiltonian Monte Carlo for high-dimensional problems
Mina Karimi, Kaushik Dayal, Matteo Pozzi
We investigate the effect of using local and non-local second derivative information on the performance of Hamiltonian Monte Carlo (HMC) sampling methods, for high-dimension non-Ga…
High-dimensional Nonlinear Bayesian Inference of Poroelastic Fields from Pressure Data
Mina Karimi, Mehrdad Massoudi, Kaushik Dayal +1
We investigate solution methods for large-scale inverse problems governed by partial differential equations (PDEs) via Bayesian inference. The Bayesian framework provides a statist…