CM2018: FIFTEENTH COPPER MOUNTAIN CONFERENCE ON ITERATIVE METHODS
PROGRAM

Days: Sunday, March 25th Monday, March 26th Tuesday, March 27th Wednesday, March 28th Thursday, March 29th Friday, March 30th

Sunday, March 25th

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13:00-16:30 Session 1: Iterative Methods for Data Analysis Tutorial [Copper Conference Center]

led by Van Henson (LLNL) 

Topics include: solvers and preconditioning for graph problems,  matrix functions for graph analysis, spectral partitioning, eigenvector properties, impact of skewed degree distributions, ranking algorithms, Markov chains

Monday, March 26th

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08:00-10:05 Session 2A: Data Science. Room: Bighorn B.
08:00
Scalable Spectral Clustering. Room: Bighorn B. Chair: Geoff Sanders ( abstract )
08:25
A domain decomposition approach for object recognition ( abstract )
08:50
Multigrid Method as Convolutional Neural Network ( abstract )
09:15
Applications of Spectral Clustering to Signed Graph Matrix Representations ( abstract )
09:40
An Optimal Control Framework for Efficient Training of Deep Neural Networks ( abstract )
08:00-10:05 Session 2B: Optimization. Bighorn C/1.
08:00
Robust Nonlinear Optimization ( abstract )
08:25
Derivative-Free Robust Optimization by Outer Approximations ( abstract )
08:50
Inexact bundle methods for nonsmooth nonconvex optimization in Hilbert space ( abstract )
09:15
A Globally Convergent Cutting-Plane Method for Simulation-Based Optimization with Integer Constraints ( abstract )
09:40
A locally adapted reduced basis method for solving risk-averse PDE- constrained optimization problems ( abstract )
08:00-10:05 Session 2C: Advanced Architectures. Room: Bighorn C/2.
08:00
Parallel Algebraic Multigrid with Node-Aware Communication ( abstract )
08:25
Optimization of processor allocation for domain decomposed Monte Carlo calculations ( abstract )
08:50
Experience porting Monte Carlo particle transport to GPUs ( abstract )
09:15
GPUDirect Async: GPU synchronous communication techniques applied to multi-grid methods ( abstract )
09:40
RESILIENCE OF THE FINE-GRAINED PARALLEL INCOMPLETE LU FACTORIZATION FOR NON-SYMMETRIC PROBLEMS ( abstract )
10:25-12:30 Session 3A: Rank Structured Solvers. Room: Bighorn B.
Chair:
10:25
A parallel hierarchical low-rank Schur complement preconditioner for indefinite linear systems ( abstract )
10:50
Effective and Robust SIF Preconditioners for General SPD Matrices ( abstract )
11:15
A Distributed-Memory Hierarchical Solver for General Sparse Linear Systems ( abstract )
11:40
Low-rank approximation of matrices in BEM applications ( abstract )
12:05
An efficient method for block low-rank approximations for kernel matrix systems ( abstract )
10:25-12:30 Session 3B: Optimization. Room: Bighorn C/1.
10:25
Towards a Scalable Parallel-in-Time Full Space Optimization Algorithm ( abstract )
10:50
Sensitivity Analysis for PDE-Constrained Optimization ( abstract )
11:15
A Bundle Trust Region Method for Shape Optimization with Stress Constraints for Contact Problems based on Isogeometric Analysis ( abstract )
11:40
Global optimization of mixed-integer ODE constrained network problems with application to stationary gas transport ( abstract )
12:05
Shape optimization for unsteady fluid-structure interaction ( abstract )
10:25-12:30 Session 3C: Multi-physics EM/Fluid Plasma.Room: Bighorn C/2.
10:25
High-Order Hybridized Discontinuous Galerkin (HDG) Method and a Multigrid solver for Magnetohydrodynamic applications ( abstract )
10:50
Benchmarking Fully-Implicit Discretizations of Multi-fluid Plasma-electromagnetic Models for Pulsed Power Applications ( abstract )
11:15
Monolithic Multigrid for a Mixed-Method Finite-Element Formulation of Incompressible, Resistive Magnetohydrodynamics ( abstract )
11:40
Block Preconditioning Informed by Plasma Timescales ( abstract )
12:05
Progress on Schwarz-type coupling of core- and edge-region magnetic fusion simulations ( abstract )
16:30-18:35 Session 4A: Randomized Algorithms. Room: Bighorn B.
16:30
A Damped Row Access Method for Solving Ill-Posed Massive Least Squares Problems ( abstract )
16:55
A Sampling-based Method for Solving Linear Systems ( abstract )
17:20
Iterative projective approach for highly corrupted linear systems ( abstract )
17:45
Analysis of Randomized Subspace Iteration: New insights into an old algorithm ( abstract )
18:10
Matrix-free construction of HSS representations using adaptive randomized sampling ( abstract )
16:30-18:35 Session 4B: Inverse Problems & Regularization. Room: Bighorn C/1.
Chair:
16:30
An Uncertainty-Weighted Asynchronous ADMM Method for Large-Scale PDE Parameter Estimation ( abstract )
16:55
A Newton-Based Optimization Method for Quantitative Photo-Acoustic Tomography ( abstract )
17:20
Subspace recycling for a sequence of linear problems with general-form Tikhonov regularization ( abstract )
17:45
Multilevel Preconditioning for Ridge Regression ( abstract )
18:10
Singular Value Analysis of Joint Inversion ( abstract )
16:30-18:35 Session 4C: Multi-physics EM/Fluid Plasma. Room: Bighorn C/2.
16:30
An implicit, conservative, hybrid particle-kinetic-ion fluid-electron algorithm ( abstract )
16:55
Multiscale Radiation Transport Method for Eulerian Radiation-Hydrodyamics ( abstract )
17:20
High-Order Low-Order Nonlinear Convergence Accelerator for the Rosenbluth-Fokker-Planck Collision Operator ( abstract )
17:45
A framework for microscopic/macroscopic simulations of magnetized plasmas ( abstract )
18:10
A low-dispersion, energy-conserving relativistic particle-in-cell algorithm for laser-plasma interaction applications ( abstract )
Tuesday, March 27th

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08:00-10:05 Session 5A: Rank Structured Solvers. Room: Bighorn B.
Chair:
08:00
Multilevel Low-Rank Correction Preconditioning Techniques ( abstract )
08:25
Rank-structured incomplete factorization preconditioning with adaptive random sampling ( abstract )
08:50
A recursive skeletonization factorization based on strong admissibility ( abstract )
09:15
Preconditioning for time-dependent problems ( abstract )
09:40
Sampling for Hierarchical Approximation of Kernel Matrices ( abstract )
08:00-10:05 Session 5B: AMG for Non-Symmetric Systems. Room: Bighorn C/1.
08:00
Convergence in Norm of Nonsymmetric Algebraic Multigrid ( abstract )
08:25
Approximate Ideal Restriction (AIR): an Algebraic Multigrid Method for Nonsymmetric Linear Systems ( abstract )
08:50
Parallel approximate ideal restriction AMG for nonsymmetric linear systems ( abstract )
09:15
Solvers for hypersonic flow applications ( abstract )
09:40
High-fidelity simulation of wind-turbine incompressible flows with classical and aggregation AMG preconditioners ( abstract )
08:00-10:05 Session 5C: Surrogate Models/MOR. Room: Bighorn C/2.
Chair:
08:00
A Lanczos-Stieltjes method for one-dimensional ridge function approximation and integration ( abstract )
08:25
Active learning for cost-aware model reduction ( abstract )
08:50
Data-Driven Polynomial Ridge Approximation Using Variable Projection ( abstract )
10:25-12:30 Session 6A: Advanced Architectures. Room: Bighorn B.
10:25
Polynomial Preconditioned GMRES for Communication Reduction ( abstract )
10:50
Toward a Community Software Development Kit (SDK) Including Iterative Solver Software ( abstract )
11:15
Data Centric Systems: The Architecture Ready for Algorithmic and Implementation Exploitation ( abstract )
11:40
A two-level checkpointing formulation for heterogeneous memory systems ( abstract )
12:05
A Symbiotic Relationship of Direct and Iterative Methods to Target Sparse Solution on Extreme Scale Computers. ( abstract )
10:25-12:30 Session 6B: Nonlinear Solvers. Room: Bighorn C/1.
10:25
A concurrent multiscale method using geometric multigrid and the full-approximation scheme with applications to metal plasticity ( abstract )
10:50
Convergence Analysis of the EDIIS Algorithm ( abstract )
11:15
Adaptive Storage Depth Selection for Anderson Acceleration ( abstract )
11:40
Nonlinearly Preconditioned LBFGS and Nesterov Methods as Acceleration Mechanisms for Alternating Least Squares, with Application to Tensor Decomposition ( abstract )
10:25-12:30 Session 6C: Uncertainty Quantification. Room: Bighorn C/2.
10:25
OPTIMAL ITERATIVE SOLVERS FOR LINEAR SYSTEMS WITH (STOCHASTIC) PDE ORIGINS: BALANCED BLACK-BOX STOPPING TESTS ( abstract )
10:50
Multilevel Monte Carlo Methods with Sample Reuse and Automatic Coarse Grid Generation using Algebraic Multigrid ( abstract )
11:15
Multilevel sampling methods for the quantification of uncertainties within the Bayesian approach to inverse problems ( abstract )
11:40
Multifidelity Optimization Under Uncertainty ( abstract )
16:30-18:35 Session 7A: Inverse Problems & Regularization. Room: Bighorn B.
16:30
Three dimensional shape reconstruction from liquid displacement using parametric level set methods ( abstract )
16:55
IR Tools MATLAB Package for Large-Scale Inverse Problems ( abstract )
17:20
Bathymetry estimation from video imagery via the linear dispersion relations and the assimilation of wavenumber observations. ( abstract )
17:45
Iterated Conditional Mode algorithm for a Variable splitting and sparsity enforcing priors for linear inverse problems ( abstract )
18:10
A non-linear stochastic inverse problem for faults in geophysics ( abstract )
16:30-18:35 Session 7B: Nonlinear Solvers. Room: Bighorn C/1.
16:30
A Weak Least-Squares Finite Element Method for Hyperbolic Balance Laws ( abstract )
16:55
Time-Parallel Simultaneous Optimization with Unsteady PDEs ( abstract )
17:20
Convergence Analysis of the Full Approximation Scheme for Nonlinear Problems ( abstract )
17:45
Subdivision-Based Nonlinear Multiscale Cloth Simulation ( abstract )
18:10
Scalable solution methodologies for computationally challenging flow simulations from the high-order CFD workshop ( abstract )
16:30-18:35 Session 7C: Multilevel Solvers. Room: Bighorn C/2.
16:30
Local Fourier analysis of BDDC-like algorithms ( abstract )
16:55
A multigrid algorithm with subspace correction smoother for grids with arbitrary hanging node configurations ( abstract )
17:20
Construction of continuous finite element spaces with arbitrary-level hanging nodes and applications to multigrid algorithms ( abstract )
17:45
Algebraic Multigrid Methods, Data Structures and Performance ( abstract )
Wednesday, March 28th

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08:00-10:05 Session 8A: Eigenvalues/SVD. Room: Bighorn B.
08:00
On inner iterations of Jacobi-Davidson type methods for large SVD computations ( abstract )
08:25
Polynomial Preconditioned Arnoldi for Eigenvalues ( abstract )
08:50
Combining Refined and Standard/Harmonic Rayleigh-Ritz for Interior Hermitian Eigenvalue Problems ( abstract )
08:00-10:05 Session 8B: Helmholtz Solvers. Room: Bighorn C/1.
Chair:
08:00
Interconnected hierarchical rank-structured methods for directly solving and preconditioning the Helmholtz equation ( abstract )
08:25
Computing the Eigenvalues of the Dirichlet-to-Neumann Map for Indefinite Helmholtz Equation ( abstract )
08:50
Pollution and convergence of numerical solutions of the Helmholtz equation ( abstract )
09:15
Iterative methods using deflation for the Helmholtz equation ( abstract )
08:00-10:05 Session 8C: Imaging. Room: Bighorn C/2.
Chair:
08:00
Spectral Computed Tomography with Linearization and Preconditioning ( abstract )
08:25
Tomographic reconstruction with simultaneous error correction ( abstract )
08:50
Randomization for Efficient Reduced Order Models in Diffuse Optical Tomography ( abstract )
09:15
Block-Newton Iterative Solvers for Joint Inverse Tumor Growth and Image Registration ( abstract )
09:40
Tensor Dictionaries for Image Compression and Deblurring ( abstract )
10:25-12:30 Session 9A: Surrogate Models/MOR. Room: Bighorn B.
10:25
Direct, Stochastic Analogues to Deterministic Optimization Methods using Statistical Filters ( abstract )
10:50
EFFICIENT POD-BASED DEFLATION METHODS FOR THE SOLUTION OF LARGE AND ILL-CONDITIONED LINEAR SYSTEMS ( abstract )
11:15
Collocation Methods for Exploring Perturbations in Linear Stability ( abstract )
11:40
Projected Nonlinear Least Squares for H2 Model Reduction ( abstract )
12:05
Multiscale methods to simulate time-domain geophysical electromagnetic responses ( abstract )
10:25-12:30 Session 9B: Asynchronous Solvers. Room: Bighorn C/1.
10:25
An overview of the theory of convergence of asynchronous iterations ( abstract )
10:50
Asynchronous Domain Decomposition Solvers ( abstract )
11:15
An Asynchronous Multigrid Method ( abstract )
11:40
Asynchronous Optimized Schwarz methods for Poisson's equation in Rectangular domains ( abstract )
12:05
Parallel asynchronous preconditioners for compressible flow problems ( abstract )
10:25-12:30 Session 9C: Transport. Room: Bighorn C/2.
Chair:
10:25
Iterative Multifrequency Corrected Implicit Monte Carlo ( abstract )
10:50
Analysis of the Application of Multiple Preconditioners for Discrete Ordinates Transport Iterations ( abstract )
11:15
A Locally Scaled Least Squares Finite Element Method for the Transport Equation ( abstract )
11:40
Improved Compton Scattering Methods for Implicit Monte Carlo (IMC) Radiative Transfer Simulations ( abstract )
16:30-18:35 Session 10A: Parallel in Time Solvers. Room: Bighorn B.
16:30
An Order N log N Parallel Time-Spectral Solver for Periodic and Quasi-Periodic Problems ( abstract )
16:55
Parallel-in-time multigrid with adaptive spatial coarsening for the linear advection and inviscid Burgers equations ( abstract )
17:20
Acceleration of Time Parareal Method for Simulation of Dynamics of Power Systems ( abstract )
17:45
Convergence of the multigrid reduction in time algorithm for the linear elasticity equations ( abstract )
18:10
Multigrid Reduction in Time (MGRIT) for Eddy Current Problems ( abstract )
16:30-18:35 Session 10B: Eigenvalues/SVD. Room: Bighorn C/1.
16:30
The EVSL package for symmetric eigenvalue problems ( abstract )
16:55
Floating Point Analysis for Half-Precision Eigensolvers ( abstract )
17:20
Robust computation of the right-most eigenvalues ( abstract )
17:45
Unconstrained Functionals for Improved Parallel Scaling of Conjugate Gradient Based Eigensolvers ( abstract )
18:10
Does machine learning need the power of iterative methods for the SVD? ( abstract )
16:30-18:35 Session 10C: Fluid Mechanics. Room: Bighorn C/2.
16:30
Augmented Lagrangian-based preconditioners for steady buoyancy driven flow ( abstract )
16:55
Semi-smooth Newton methods for nonlinear complementarity formulation of compositional multiphase flow in porous media ( abstract )
17:20
Parallel Simulations of Impinging Jets in Crossflow Using PETSc ( abstract )
17:45
High Fidelity Simulations of Biofilm Flow on the Modified Cahn-Hilliard Equation. ( abstract )
Thursday, March 29th

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08:00-10:05 Session 11A: MG for Partially Structured Meshes. Room: Bighorn B.
08:00
Asynchronous Stencil Computations in dynamically adaptive FAS for AFAC ( abstract )
08:25
A non-invasive matrix-based multigrid scheme for partially structured grids ( abstract )
08:50
The Method of Local Corrections for Computing Volume Potentials on Locally-Structured Grids ( abstract )
09:15
Robust and Scalable Iterative Solvers for Immersed Finite Element Methods ( abstract )
09:40
Multigrid algorithms in MueLu for structured grid problems ( abstract )
08:00-10:05 Session 11B: Data Science. Room: Bighorn C/1.
08:00
The tensor t-function: a definition for functions of third-order tensors ( abstract )
08:25
Stable tensor neural networks ( abstract )
08:50
Parallel-in-Time for Non-PDE-Based Evolution Problems: Neural Network Training and Powersystems ( abstract )
09:15
Approximating trace($L^{\dagger})$ using the Johnson-Lindenstrauss lemma and spectral methods. ( abstract )
09:40
Iterative Methods in Sports Ranking ( abstract )
08:00-10:05 Session 11C: Fluid Mechanics. Room: Bighorn C/2.
08:00
Low-Order Finite Element Preconditioner for High-Order Spectral Element Pressure Solver for the Navier-Stokes Equations ( abstract )
08:25
Block Preconditioners for Two-Phase Incompressible Navier-Stokes Flow ( abstract )
08:50
Efficient Linear Solvers for Two-Phase Navier-Stokes Equations in Free-Surface Models ( abstract )
09:15
Preconditioners for non-isothermal flow through porous media ( abstract )
09:40
Fast algorithms for the dense matrices arising from the Method of Regularized Stokeslets ( abstract )
10:25-12:30 Session 12A: MG for Non-symmetric Problems. Room: Bighorn B.
10:25
AMG smoothers for Maxwell's equations ( abstract )
10:50
A Residual Smoothing Strategy for Accelerating Newton Method Continuation ( abstract )
11:15
Multigrid Methods for flows in porous media ( abstract )
11:40
A Geometric Multigrid Method for Locking-Free, Divergence-Conforming Isogeometric Discretizations of Linear Elasticity ( abstract )
12:05
aSP-AMG: a novel adaptive algebraic multigrid method for ill-conditioned problems. ( abstract )
10:25-12:30 Session 12B: Sparse Linear Solvers. Room: Bighorn C/1.
Chair:
10:25
Convergence analysis of Anderson-type acceleration of Richardson's iteration ( abstract )
10:50
A block Gauss-Seidel/Jacobi preconditioner for heterogeneous many-core architecture ( abstract )
11:15
Iterative Method suggestion techniques for sparse linear systems ( abstract )
11:40
High Performance Block Incomplete LU Factorization And Its Applications ( abstract )
12:05
Multilevel Incomplete LU-Factorization Preconditioner for Predominantly Symmetric Systems ( abstract )
10:25-12:30 Session 12C: Earth Systems. Room: Bighorn C/2.
10:25
A partitioned method for interface problems based on a primal Schur complement ( abstract )
10:50
Mesh-tying via multiple-control PDE-constrained optimization and GMLS function reconstruction ( abstract )
11:15
Adaptive Solution Transfer for Nonsmooth Functions Between Nonmatching Meshes ( abstract )
11:40
Optimization-based, property preserving finite element methods for transport equations ( abstract )
12:05
Preconditioned Iterative techniques for geophysical electromagnetic problems ( abstract )
16:30-18:10 Session 13: Student Competition Winners.
16:30
A Golub-Kahan Davidson Method for Accurately Computing Singular Triplets of Large Sparse Matrices ( abstract )
16:55
An Adaptive Unsmoothed Aggregation Multigrid Method Based on Path Coverings ( abstract )
17:20
Low-Rank Solution Methods for Stochastic Eigenvalue Problems ( abstract )
Friday, March 30th

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08:00-10:05 Session 14A: Multilevel Solvers. Room: Bighorn B.
08:00
Two-level Fourier analysis of multigrid for higher-order finite-element methods ( abstract )
08:25
Improving the Performance of Line Relaxation in BoxMG ( abstract )
08:50
LFA Lab - Local Fourier Analysis including periodic stencils in Python ( abstract )
09:15
A Posteriori Error Estimators for the Frank-Oseen Liquid Crystal Model ( abstract )
09:40
Iterative Algebraic Smoothing Aggregation Multiscale Solver ( abstract )
08:00-10:05 Session 14B: Multi-physics EM/Fluid Plasma. Room: Bighorn C/1.
08:00
Conjugate gradient for nonsingular saddle-point systems with a highly singular leading block ( abstract )
08:25
A 6th order finite volume multigrid Poisson solver ( abstract )
08:50
Robust and Scalable Preconditioning of a Newton-Krylov Solver for All-Speed Melt Pool Flow Physics ( abstract )
09:15
A Domain Decomposition Method for efficient and accurate simulations of wave scattering ( abstract )
09:40
On Scalable Block Preconditioning of Multifluid Electromagnetic Plasma Systems* ( abstract )
08:00-10:05 Session 14C: Saddle Point/Indefinite Solvers. Room: Bighorn C/2.
08:00
New stabilized discretization and preconditioner for poroelastic equations ( abstract )
08:25
A Relaxed Physical Factorization preconditioner for mixed finite element coupled poromechanics. ( abstract )
08:50
A Tridiagonalization Method for Symmetric and Quasi-Definite Saddle-Point Systems ( abstract )
09:15
An inner-outer iterations approach based on the Golub-Kahan bidiagonalization method applied to saddle point problems ( abstract )
10:25-12:30 Session 15A: Applications. Room: Bighorn B.
10:25
An implicit approach to phase field modeling of solidification for additively manufactured materials ( abstract )
10:50
Fixed-point iterative solution of the microlaser mode equation using a black-box Maxwell's equations solver via implicit Newton step calculation ( abstract )
11:15
Multilevel methods for the optimal control of elliptic equations with stochastic coefficients ( abstract )
11:40
Optimal-order preconditioners for the reformulated Morse-Ingard equations ( abstract )
10:25-12:30 Session 15B: Numerical Linear Algebra. Room: Bighorn C/1.
10:25
Numerical methods for large-scale Lyapunov equations with symmetric banded data ( abstract )
10:50
Propagation of Compression Error of ZFP with Fixed Precision for Floating-Point Data in Iterative Methods ( abstract )
11:15
Multigrid Optimization over Graph Lineages, with Applications to ANN Training ( abstract )