activity
20122022
most citedA Continuation Multilevel Monte Carlo algorithm

85 citations · 191 across the 11 of their papers we have counts for

collaborators

11 papers

physics.ao-ph2022★ 5 cited

Evaluation of CMIP models with IOMB: Rates of contemporary ocean carbon uptake linked with vertical temperature gradients and transport to the ocean interior

Weiwei Fu, J. Keith Moore, Francois Primeau +4

The International Ocean Model Benchmarking (IOMB) software package is a new community resource used here to evaluate surface and upper ocean variables from CMIP5 and CMIP6 Earth Sy…

math.NA2016★ 4 cited

PetIGA-MF: a multi-field high-performance toolbox for structure-preserving B-splines spaces

A. F. Sarmiento, A. M. A. Cortes, D. A. Garcia +3

We describe the development of a high-performance solution framework for isogeometric discrete differential forms based on B-splines: PetIGA-MF. Built on top of PetIGA, PetIGA-MF i…

math-ph2014★ 78 cited

An energy-stable convex splitting for the phase-field crystal equation

Philippe Vignal, Lisandro Dalcin, Donald L. Brown +2

The phase-field crystal equation, a parabolic, sixth-order and nonlinear partial differential equation, has generated considerable interest as a possible solution to problems arisi…

math.NA2014★ 85 cited

A Continuation Multilevel Monte Carlo algorithm

Nathan Collier, Abdul-Lateef Haji-Ali, Fabio Nobile +2

We propose a novel Continuation Multi Level Monte Carlo (CMLMC) algorithm for weak approximation of stochastic models. The CMLMC algorithm solves the given approximation problem fo…

cs.MS2013★ 14 cited

PetIGA: A Framework for High-Performance Isogeometric Analysis

Lisandro Dalcin, Nathan Collier, Philippe Vignal +2

We present PetIGA, a code framework to approximate the solution of partial differential equations using isogeometric analysis. PetIGA can be used to assemble matrices and vectors w…

math.NA2013

Analysis of the Discontinuous Petrov-Galerkin Method with Optimal Test Functions for the Reissner-Mindlin Plate Bending Model

Victor M. Calo, Nathaniel O. Collier, Antti H. Niemi

We analyze the discontinuous Petrov-Galerkin (DPG) method with optimal test functions when applied to solve the Reissner-Mindlin model of plate bending. We prove that the hybrid va…

math-ph2012

On the Shape Optimization of Flapping Wings and their Performance Analysis

Mehdi Ghommem, Nathan Collier, Antti H. Niemi +1

The present work is concerned with the shape optimization of flapping wings in forward flight. The analysis is performed by combining a gradient-based optimizer with the unsteady v…

math.NA2012★ 3 cited

The cost of continuity: performance of iterative solvers on isogeometric finite elements

Nathan Collier, Lisandro Dalcin, David Pardo +1

In this paper we study how the use of a more continuous set of basis functions affects the cost of solving systems of linear equations resulting from a discretized Galerkin weak fo…

math.NA2012★ 2 cited

Computational complexity and memory usage for multi-frontal direct solvers in structured mesh finite elements

Nathan Collier, David Pardo, Maciej Paszynski +1

The multi-frontal direct solver is the state-of-the-art algorithm for the direct solution of sparse linear systems. This paper provides computational complexity and memory usage es…

math.NA2012

Gradient-based estimation of Manning's friction coefficient from noisy data

Victor M. Calo, Nathan Collier, Matthias Gehre +2

We study the numerical recovery of Manning's roughness coefficient for the diffusive wave approximation of the shallow water equation. We describe a conjugate gradient method for t…

math.NA2012

Automatically Stable Discontinuous Petrov-Galerkin Methods for Stationary Transport Problems: Quasi-Optimal Test Space Norm

Antti H. Niemi, Nathaniel O. Collier, Victor M. Calo

We investigate the application of the discontinuous Petrov-Galerkin (DPG) finite element framework to stationary convection-diffusion problems. In particular, we demonstrate how th…