CM2022: 17TH COPPER MOUNTAIN CONFERENCE ON ITERATIVE METHODS
PROGRAM

Days: Thursday, March 31st Friday, April 1st Monday, April 4th Tuesday, April 5th Wednesday, April 6th Thursday, April 7th Friday, April 8th

Thursday, March 31st

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Friday, April 1st

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Monday, April 4th

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09:00-11:05 Session 3A: Krylov Methods
09:00
GPMR: An Iterative Method for Unsymmetric Partitioned Linear Systems (abstract)
PRESENTER: Alexis Montoison
09:25
Convergence of GMRES with respect to the right-hand-side vector (abstract)
PRESENTER: Shikhar Shah
09:50
Linear Asymptotic Convergence Analysis of Anderson Acceleration, with Krylov Formulation in the Linear Case (abstract)
PRESENTER: Hans De Sterck
10:15
GCR equivalent multiple right-hand side GMRES (abstract)
10:40
Post-Modern PM-GMRES (abstract)
PRESENTER: Stephen Thomas
09:00-11:05 Session 3B: Scalable Solvers for Coupled Multiphysics 1
09:00
An adaptive scalable fully implicit algorithm based on stabilized finite element for reduced visco-resistive MHD (abstract)
PRESENTER: Qi Tang
09:25
Augmented Lagrangian preconditioners for incompressible resistive magnetohydrodynamics (abstract)
PRESENTER: Patrick Farrell
09:50
Block Preconditioning and a Monolithic AMG Method for Magnetic Confinement Fusion Relevant Resistive MHD Simulations (abstract)
PRESENTER: Peter Ohm
10:15
Beyond radiation-hydrodynamics: Coupling kinetic plasma and radiation transport (abstract)
PRESENTER: Hans Hammer
10:40
Monolithic Multigrid Methods for Higher-Order Discretizations of Time-Dependent Maxwell’s Equations (abstract)
PRESENTER: Razan Abu-Labdeh
09:00-11:05 Session 3C: Topics in Optimization, Inversion
Chair:
09:00
From challenges to edge-preserving methods for large-scale dynamic inverse problems (abstract)
PRESENTER: Mirjeta Pasha
09:25
An ℓp Variable Projection Method for Large-Scale Separable Nonlinear Inverse Problems (abstract)
PRESENTER: Malena Espanol
09:50
Bayesian Level Set Approach for Inverse Problems with Piecewise Constant Reconstructions (abstract)
PRESENTER: William Reese
10:15
Hybrid Projection Methods for Solution Decomposition in Large-scale Bayesian Inverse Problems (abstract)
PRESENTER: Jiahua Jiang
10:40
Minimisation of || b-Ax||_max ||b- Ax||_1 with Krylov-Simplex and column generation (abstract)
PRESENTER: Wim Vanroose
11:05-11:25Coffee Break
11:25-13:30 Session 4A: Asynchronous Methods
Chair:
11:25
On Iterative Sparse Triangular Solves (abstract)
11:50
Asynchronous Jacobi Methods with Resilience to Data Corruption and Robustness to Data Delay (abstract)
PRESENTER: Christopher Vogl
12:15
Asynchronous Chebyshev Methods (abstract)
12:40
The Algorithmic Development of a Fully Asynchronous Conjugate Gradient Method (abstract)
PRESENTER: Zachary Atkins
13:05
Dynamic Non-Uniform Randomization in Asynchronous Linear Solvers (abstract)
PRESENTER: Evan Coleman
11:25-13:30 Session 4B: Scalable Solvers for Coupled Multiphysics 2
11:25
An implicit, conservative, asymptotic-preserving electrostatic particle-in-cell algorithm for arbitrarily magnetized plasmas (abstract)
PRESENTER: Guangye Chen
11:50
Fluid Preconditioning for a Fully Implicit Electromagnetic Gyrokinetic Particle-in-Cell Method (abstract)
12:15
Block Preconditioning of a Semi-Implicit Gyrokinetic Model of Fusion Plasmas (abstract)
PRESENTER: Lee Ricketson
12:40
Enabling optimizations for reduced kinetic spectral models (abstract)
13:05
Newton-Krylov-Multigrid approaches for mixed formulations of smectic A liquid crystals (abstract)
PRESENTER: Abdalaziz Hamdan
11:25-13:30 Session 4C: Efficient Optimization Algorithms
11:25
Golub-Kahan bidiagonalization with hybrid projection for streaming problems (abstract)
11:50
Fast algorithms for initial value control problems in diffeomorphic registration (abstract)
PRESENTER: Andreas Mang
12:15
A new robust collective multigrid SQP-type approach for risk-adverse optimal control problems (abstract)
PRESENTER: Tommaso Vanzan
12:40
History Matching Relative Permeability Curves with Bayesian Optimization (abstract)
PRESENTER: Steven Samoil
13:05
Multigrid preconditioning for distributed optimal control of fractional parabolic equations (abstract)
13:30-14:00End of Day Break
Tuesday, April 5th

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09:00-11:05 Session 5A: Algebraic Multigrid Methods
09:00
Smoothed Aggregation for Difficult Stretched Mesh and Coefficient Variation Problems (abstract)
PRESENTER: Ray Tuminaro
09:25
Energy-minimization for Algebraic Multigrid: Robustness and Performance (abstract)
09:50
Adaptive algebraic multigrid based on algebraic a posteriori error estimation (abstract)
PRESENTER: Kaiyi Wu
10:15
A Matrix-Free Approach for Algebraic Multigrid (abstract)
10:40
Generalizing Reduction-Based Algebraic Multigrid (abstract)
PRESENTER: Tareq Uz Zaman
09:00-11:05 Session 5B: Low-rank, Monte-Carlo, and Statistical Approximations
09:00
A Low-Rank Solver for the Stochastic Unsteady Navier-Stokes Equations (abstract)
PRESENTER: Howard Elman
09:25
Monte Carlo Estimators for the Diagonals of a Matrix (abstract)
PRESENTER: Arvind Saibaba
09:50
Matrix-based Redistribution for Improved Coarse Level Scaling in Multilevel Monte Carlo (abstract)
10:15
A Multilevel Approach to Stochastic Trace Estimation (abstract)
PRESENTER: Eric Hallman
10:40
Improved variants of the Hutch++ algorithm for trace estimation. (abstract)
PRESENTER: David Persson
09:00-11:05 Session 5C: Topics in Optimization and Control
Chair:
09:00
Multiscale Finite Element Methods for an Elliptic Optimal Control Problem with Rough Coefficients (abstract)
PRESENTER: Jose Garay
09:25
ON PARAMETER CASCADE APPROACH TO SOLVING CONSTRAINED NONLINEAR LEAST SQUARES PROBLEMS WITH APPLICATIONS TO EPIDEMIOLOGY (abstract)
09:50
Iterative methods for interior point algorithms in the $L^2$ Optimal Transport Problem (abstract)
PRESENTER: Enrico Facca
10:15
Solving Optimal Control Problems Containing Uncertain Coefficients with Stochastic Discontinuous Galerkin Methods (abstract)
PRESENTER: Pelin Çiloğlu
10:40
χ2 Test for TV regularization parameter selection (abstract)
11:05-11:25Coffee Break
11:25-13:30 Session 6A: Domain Decomposition
11:25
A fully algebraic spectral coarse space for overlapping Schwarz methods (abstract)
11:50
Polynomial Reduction with Full Domain Decomposition Preconditioner for Spectral Element Poisson Solvers (abstract)
12:15
Restricted Additive Schwarz Preconditioned Exact Newton with Algebraic Coarse Space (abstract)
12:40
BDDC Preconditioned P-Multigrid for High-Order Finite Elements (abstract)
13:05
Adaptive Nonlinear Domain Decomposition Methods (abstract)
PRESENTER: Martin Lanser
11:25-13:30 Session 6B: Mixed Precision and Special Topics in Iterative Methods
11:25
Newton's Method in Mixed-Precision (abstract)
11:50
Multistage Mixed Precision Iterative Refinement (abstract)
PRESENTER: Eda Oktay
12:15
Mixed-precision interior-point method for linear programming problems (abstract)
PRESENTER: Jeffrey Cornelis
12:40
Quasi-Newton: combining Multi-Secant and Symmetry (abstract)
PRESENTER: Nicolas Boutet
11:25-13:30 Session 6C: Iterative Methods for Neural Net Training
11:25
A Layer-Parallel Multi-Level Optimization Approach to Training Deep Neural Networks (abstract)
PRESENTER: Eric Cyr
11:50
Global Convergence and Stability of Stochastic Gradient Descent (abstract)
12:15
Sampled Limited-Memory Training (slimTrain) of Separable Deep Neural Networks (abstract)
PRESENTER: Elizabeth Newman
12:40
Efficient estimation of the intrinsic dimension via Ritz values and orthogonal polynomials (abstract)
PRESENTER: Kadir Özçoban
13:30-14:00End of Day Break
Wednesday, April 6th

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09:00-11:05 Session 7A: Machine Learning for Iterative Algorithms
09:00
GNNs: An AI/ML metaphor we can use for iterative methods on unstructured meshes (abstract)
09:25
Learning Aggregates and Interpolation for Algebraic Multigrid (abstract)
PRESENTER: Nicolas Nytko
09:50
Learning an Algebraic Multigrid Prolongation Operator Using a Modified Graph Neural Network Architecture (abstract)
PRESENTER: Nicholas Moore
10:15
Deep Learning in Adaptive Domain Decomposition Methods (abstract)
PRESENTER: Axel Klawonn
10:40
Learning optimized domain decomposition (abstract)
PRESENTER: Ali Taghibakhshi
09:00-11:05 Session 7B: Eigenvalue Solution Methods
09:00
Eigenvalue solution via the use of a single random vector (abstract)
09:25
On the computation of dominant eigenpairs of a matrix valued linear operator (abstract)
PRESENTER: Carmela Scalone
09:50
Low-Rank Stopping Criteria for Singular Value Decompositions (abstract)
10:15
A Restricted SVD based CUR Decomposition for matrix triplets (abstract)
10:40
A Warm-Start Krylov-Schur Algorithm for Solving a Sequence of Eigenvalue Problems (abstract)
PRESENTER: Arielle Carr
09:00-11:05 Session 7C: Transport and Nuclear Applications
09:00
Evaluation of the Robbins-Monro relaxation scheme for multiphysics coupling with Monte Carlo neutron transport (abstract)
PRESENTER: Steven Hamilton
09:25
A Parareal Application for a Multilevel Quasi-Static Monte Carlo Neutron Transport Solver (abstract)
PRESENTER: Evan Gonzalez
09:50
Solving the Neutron Transport Equation for Microreactor Modeling using Unstructured Meshes and Exascale Computing Architectures (abstract)
PRESENTER: William Dawn
10:15
Nonlinear Iteration Method of Moments with Functional Derivatives for the Linear Boltzmann Transport Equation (abstract)
10:40
Krylov Linear Solvers and Quasi-Monte Carlo Methods for Transport Simulations (abstract)
PRESENTER: Samuel Pasmann
11:05-11:25Break
11:25-11:50Virtual Mini Banquet (Bighorn A link)
11:50-13:05 Session 8: Student Paper Winner Presentations (Bighorn A link)
11:50
A scalable and robust vertex-star relaxation for high-order FEM (abstract)
PRESENTER: Pablo Brubeck
12:15
pISTA: preconditioned Iterative Soft Thresholding Algorithm for Graphical Lasso (abstract)
PRESENTER: Gal Shalom
12:40
Toward Parallel in Time for Chaotic Dynamical Systems (abstract)
13:05-13:30End of Day Break
Thursday, April 7th

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09:00-11:05 Session 9A: Multigrid in Time Methods and Multilevel Preconditioning
09:00
Performance of Multigrid Reduction in Time (MGRIT) on GPU machines (abstract)
09:25
Space -Time AMG for Advection - Diffusion (abstract)
PRESENTER: Ahsan Ali
09:50
Fast multigrid reduction-in-time for linear advection (abstract)
PRESENTER: Oliver Krzysik
10:15
Parameter-Robust Preconditioning for Oseen Iteration Applied to Navier-Stokes Control Problems (abstract)
PRESENTER: Santolo Leveque
10:40
Multigrid-augmented deep learning preconditioners for the Helmholtz equation (abstract)
PRESENTER: Eran Treister
09:00-11:05 Session 9B: Coupling Algorithms for Heterogeneous Multiphysics Systems
09:00
Meshless Remap of Native Fields for Earth System Models via Generalized Moving Least Squares (abstract)
PRESENTER: Paul Kuberry
09:25
A Discontinuous-Galerkin-in-Time Framework for Multirate Time Integration of Interface-Coupled Problems (abstract)
PRESENTER: Jeffrey Connors
09:50
Air-Sea Light: Coupling a Simple Ocean-Atmosphere Model (abstract)
PRESENTER: Michael Gaiewski
10:15
A Lagrange Multiplier Partitioned Scheme for Coupling Reduced Order Models (abstract)
PRESENTER: Amy de Castro
10:40
Interface Flux Recovery Framework for Constructing Partitioned Heterogeneous Time-Integration Methods (abstract)
PRESENTER: Chad Sockwell
09:00-11:05 Session 9C: Preconditioning
Chair:
09:00
Polynomial Approximation to the Inverse of a Matrix (abstract)
PRESENTER: Ron Morgan
09:25
A comparative study of global coarsening and local smoothing multigrid methods on locally refined meshes for distributed matrix-free FEM computations (abstract)
PRESENTER: Peter Munch
09:50
Fast and robust multilevel low-rank tensor solvers for elliptic PDEs (abstract)
10:15
A sine transform based preconditioner for all-at-once systems from time-dependent PDEs (abstract)
PRESENTER: Sean Hon
10:40
Accelerating Jacobi Iteration for Solving Nonsymmetric Linear Systems of Equations using Scheduled Relaxation (abstract)
PRESENTER: Mohammad Islam
11:05-11:25Coffee Break
11:25-13:30 Session 10A: Discretizations and Impact on Iterative Solution
11:25
Looking beyond polynomial bases for wave propagation with finite elements (abstract)
11:50
Meshfree Geometric Multilevel Methods (abstract)
PRESENTER: Andrew Jones
12:15
Residual and restarting in Krylov subspace evaluation of the Phi function (abstract)
PRESENTER: Mike Botchev
12:40
Practical Considerations for the Adoption of Anderson Acceleration in Nonlinear Diffusion Accelerated Transport (abstract)
PRESENTER: Qicang Shen
13:05
Novel mass-based multigrid relaxation schemes for the Stokes equations (abstract)
11:25-13:30 Session 10B: Preconditioning for Challenging Systems
11:25
Solving linear systems of the form ($A + \gamma UU^T){\bf x} = {\bf b}$ (abstract)
11:50
Preconditioned Iterative Methods for Structure-Preserving Discretisations (abstract)
PRESENTER: James Jackaman
12:15
A MULTIGRID METHOD FOR THE BIOT’S MODEL ON LOGICALLY RECTANGULAR GRIDS (abstract)
12:40
A stable mimetic finite-difference discretization for convection-dominated diffusion equations (abstract)
PRESENTER: Casey Cavanaugh
13:05
Efficient multigrid methods for high-order nonlinear solid mechanics on emerging architectures (abstract)
PRESENTER: Rezgar Shakeri
11:25-13:30 Session 10C: Iterative Solvers in Applications
11:25
Waveform iterations for thermal coupling (abstract)
PRESENTER: Philipp Birken
11:50
A highly parallel, probabilistically-based solver for nonlinear PDEs in the exascale (abstract)
PRESENTER: Jorge Morón
12:15
A robust preconditioner for Lippmann Schwinger equation in two dimension (abstract)
PRESENTER: V A Kandappan
12:40
Model order reduction for coupled systems (abstract)
13:05
A Multidimensional Proxy Point Method and Its Applications (abstract)
13:30-14:00End of Day Break
Friday, April 8th

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09:00-11:05 Session 11A: Efficient Solution Methods on Advanced Architectures
Chair:
09:00
Algebraic multigrid using a stencil-CSR hybrid format on GPUs (abstract)
09:25
Solving dense linear systems on the GPU with hierarchical-matrix approximations (abstract)
PRESENTER: Chao Chen
09:50
Reducing Communication Costs in ECG with Optimal Node Aware Communication (abstract)
PRESENTER: Shelby Lockhart
10:15
Resilient Algorithmic Building Blocks for Decentralized Iterative Computing in the Skynet Software (abstract)
PRESENTER: Colin Ponce
10:40
Optimal Size of the Block in Block GMRES on GPUs: Computational Model and Experiments (abstract)
PRESENTER: Andrew Higgins
09:00-11:05 Session 11B: Computational Electromagnetic and Transport Systems
09:00
Preconditioning for linear systems arising in implicit time integration schemes for Maxwell equations on locally refined spatial grids (abstract)
09:25
Iteration Methods for Nonlinear Frequency-Dependent Phonon Transport Problems (abstract)
PRESENTER: Nicholas Whitman
09:50
On constructing a physics-based initial iterate for solving drift-diffusion equations (abstract)
PRESENTER: Hengbin An
10:15
Flexible infinite GMRES for parameterized linear systems (abstract)
PRESENTER: Siobhan Correnty
10:40
The role of conservative and consistent iterative methods for conservation laws (abstract)
PRESENTER: Viktor Linders
09:00-11:05 Session 11C: Iterative Solution in Fluid Flow Applications
09:00
AMG-preconditioned primal-dual Newton-Krylov solvers for viscous-plastic sea-ice models (abstract)
09:25
ILU Smoothers for C-AMG with Scaled Triangular Factors (abstract)
09:50
Investigation of a Preconditioned Conjugate Gradient Method applied to Navier-Stokes Discretizations (abstract)
10:15
ROM Closures and Stabilizations for Under-Resolved Turbulent Flows (abstract)
PRESENTER: Traian Iliescu
10:40
Residual Tracking and Stopping for Iterative Random Sketching (abstract)
11:05-11:30End of Day Break