97 citations · 383 across the 23 of their papers we have counts for
5 papers · 1 filter
Accelerating Bayesian Optimal Experimental Design via Local Radial Basis Functions: Application to Soft Material Characterization
Tianyi Chu, Jonathan B. Estrada, Spencer H. Bryngelson
We develop a computational approach that significantly improves the efficiency of Bayesian optimal experimental design (BOED) using local radial basis functions (RBFs). The present…
Pyrometheus: Symbolic abstractions for XPU and automatically differentiated computation of combustion kinetics and thermodynamics
Esteban Cisneros-Garibay, Henry Le Berre, Dimitrios Adam +2
The cost of combustion simulations is often dominated by the evaluation of net production rates of chemical species and mixture thermodynamics (thermochemistry). Execution on compu…
QBMMlib: A library of quadrature-based moment methods
Spencer H. Bryngelson, Tim Colonius, Rodney O. Fox
QBMMlib is an open source Mathematica package of quadrature-based moment methods and their algorithms. Such methods are commonly used to solve fully-coupled disperse flow and combu…
Characterizing viscoelastic materials via ensemble-based data assimilation of bubble collapse observations
Jean-Sebastien Spratt, Mauro Rodriguez, Kevin Schmidmayer +4
Viscoelastic material properties at high strain rates are needed to model many biological and medical systems. Bubble cavitation can induce such strain rates, and the resulting bub…
MFC: An open-source high-order multi-component, multi-phase, and multi-scale compressible flow solver
Spencer H. Bryngelson, Kevin Schmidmayer, Vedran Coralic +3
MFC is an open-source tool for solving multi-component, multi-phase, and bubbly compressible flows. It is capable of efficiently solving a wide range of flows, including droplet at…