CM2024: 18TH COPPER MOUNTAIN CONFERENCE ON ITERATIVE METHODS
PROGRAM

Days: Sunday, April 14th Monday, April 15th Tuesday, April 16th Wednesday, April 17th Thursday, April 18th Friday, April 19th

Sunday, April 14th

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Monday, April 15th

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07:00-08:15Breakfast [Copper Conference Center]
08:00-10:05 Session 2A: Krylov Methods and Polynomial Preconditioners [Bighorn B]
08:00
Polynomial Approximation of the inverse of a Matrix with Application to Linear Equations with Multiple Right-hand Sides (abstract)
PRESENTER: Ron Morgan
08:25
Polynomial Preconditioning for Solving Linear Equations with Indefinite Matrices (abstract)
PRESENTER: Hayden Henson
08:50
HAM: Hierarchical approximate maps for updating preconditioners (abstract)
PRESENTER: Michal Outrata
09:15
Recent Developments in Asynchronous Linear Solvers for Computing at the Very Edge (abstract)
PRESENTER: Christopher Vogl
09:40
Block Krylov subspace methods for many Hermitian systems with complex shifts (abstract)
PRESENTER: Shikhar Shah
08:00-10:05 Session 2B: Inverse Problems [Bighorn C]
Chair:
08:00
Regularizing properties of inner-product free Krylov methods for inverse problems (abstract)
08:25
GCV-based iterative methods for l1-Regularized Inverse Problems (abstract)
PRESENTER: Brian Sweeney
08:50
Efficient Krylov subspace methods for large-scale hierarchical Bayesian inverse problems (abstract)
PRESENTER: Julianne Chung
09:15
Iterative Projection Algorithms for Resolving Conformation Disorder in Diffuse X-ray Scattering (abstract)
PRESENTER: Kanupriya Pande
10:25-12:30 Session 3A: Anderson Acceleration: Analysis and Application [Bighorn B]
Chair:
10:25
On the Convergence of CROP-Anderson Acceleration Method (abstract)
PRESENTER: Ning Wan
10:50
On the asymptotic convergence of Anderson acceleration for certain linear problems (abstract)
PRESENTER: Adam Smith
11:15
Some theoretical results on finite convergence property and temporary stalling behavior of Anderson acceleration on linear systems (abstract)
11:40
Convergence Analysis of Alternating Anderson-Picard Method for nonlinear fixed-point Problem (abstract)
PRESENTER: Xue Feng
10:25-12:30 Session 3B: Randomized Algorithms [Bighorn C]
10:25
Fast Randomized Algorithms for Rank-Structured Matrices (abstract)
PRESENTER: Anna Yesypenko
10:50
An Iterative Rank-Revealing Randomized Algorithm (abstract)
PRESENTER: Joy Upton-Azzam
11:15
Construction of Hierarchically Semi-Separable Matrix Representation using Adaptive Sparse Johnson-Lindenstrauss Sketching (abstract)
PRESENTER: Yotam Yaniv
11:40
Structured Sketching for Linear Systems (abstract)
16:30-18:35 Session 4A: Parallel in Time [Bighorn B]
16:30
Multigrid parallel-in-time for hyperbolic PDEs: nonlinear equations and systems (abstract)
PRESENTER: Hans De Sterck
16:55
Waveform relaxation multigrid for Navier-Stokes (abstract)
PRESENTER: James Jackaman
17:20
Improved Coarse-Grid Operators for Multigrid Reduction in Time solutions to the Linear Advection Equation (abstract)
PRESENTER: Benjamin Ong
17:45
An Absolutely Convergent Parallel-in-Time Relaxation Method for Chaotic Problems (abstract)
PRESENTER: David Vargas
18:10
Block Smoothers for Algebraic Multigrid (abstract)
PRESENTER: Taoli Shen
16:30-18:35 Session 4B: Advanced Coupling Technologies for Multiphysics Problems [Bighorn C]
16:30
Surrogate-based partitioned methods for interface problems (abstract)
PRESENTER: Pavel Bochev
16:55
Existence and uniqueness analysis of an atmosphere-ocean surface exchange algorithm with applications to global climate models (abstract)
PRESENTER: Justin Dong
17:20
Partitioned Scheme for Coupling Heterogenous Numerical Methods, Including Reduced Order Models, Over Nonoverlapping Interfaces (abstract)
PRESENTER: Paul Kuberry
17:45
An optimization-based approach for coupling projection-based reduced order models (abstract)
18:10
Topology-aware Coupler for Energy Exascale Earth System Model (abstract)
PRESENTER: Vijay Mahadevan
Tuesday, April 16th

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07:00-08:15Breakfast [Copper Conference Center]
08:00-10:05 Session 5A: Scalable Solvers for Multiscale/Multiphysics Plasmas: I [Bighorn B]
08:00
A finite-grid stable implicit particle-in-cell algorithm for gyrokinetic electromagnetic simulations of magnetized plasmas (abstract)
08:25
An implicit particle code with exact energy and charge conservation for dynamically compressing plasmas: Solver scaling and performance (abstract)
PRESENTER: Justin Angus
08:50
A multiscale hybrid particle-Maxwellian Coulomb-Collision Algorithm for Hybrid Kinetic-Fluid Simulations (abstract)
PRESENTER: Guangye Chen
09:15
Nonlinearly partitioned time integration for multiphysics (abstract)
PRESENTER: Ben Southworth
09:40
Solving 1D-space collisional electron-Boltzamnn transport equation (abstract)
PRESENTER: Milinda Fernando
08:00-10:05 Session 5B: Efficient Optimization Algorithms [Bighorn C]
08:00
Stochastic Average Model Methods (abstract)
PRESENTER: Stefan Wild
08:25
Low-rank Gradient Flow – a First Order Algorithm for Non-convex Optimization (abstract)
08:50
A Multilevel Method for Self-Concordant Minimization (abstract)
PRESENTER: Nick Tsipinakis
10:25-12:30 Session 6A: Scalable Solvers for Multiscale/Multiphysics Plasmas: II [Bighorn B]
10:25
Solvers and preconditioners enabling flexible IMEX integration of fusion plasmas in COGENT* (abstract)
PRESENTER: Lee Ricketson
10:50
Scalable multiphysics block preconditioning of a fully-implicit VMS visco-resistive MHD formulation with application to Magnetic Confinement Fusion (abstract)
PRESENTER: Jesus Bonilla
11:15
A block preconditioner for resistive MHD simulations (abstract)
PRESENTER: Peter Ohm
11:40
An energy minimization approach to H-curl AMG (abstract)
PRESENTER: Raymond Tuminaro
12:05
A Newton-based Grad-Shafranov solver for tokamak equilibrium (abstract)
PRESENTER: Qi Tang
10:25-12:30 Session 6B: Monte Carlo Methods and Efficient Sampling [Bighorn C]
10:25
Improving Multilevel Monte Carlo Scaling with Level-Dependent Redistribution (abstract)
10:50
Faster solution of linear Bayesian smoothing problems using model reduction for ensemble Kalman inversion (abstract)
11:15
Multigrid Monte Carlo revisited: fast sampling of Gaussian Random Fields (abstract)
PRESENTER: Eike Mueller
11:40
Accelerating Multi-Level Markov Chain Monte Carlo Methods Using Machine Learning Models (abstract)
PRESENTER: Sohail Reddy
16:30-18:35 Session 7A: Developments in AMG [Bighorn B]
16:30
New Developments in the AMLI-cycle Method (abstract)
16:55
Toward an algebraic multigrid method for the indefinite Helmholtz equation (abstract)
17:20
Adaptive Composite AMG Solvers Utilizing Graph Modularity Coarsening (abstract)
PRESENTER: Austen Nelson
17:45
Generalized Optimal AMG Convergence Theory for Nonsymmetric and Indefinite Problems (abstract)
PRESENTER: Ahsan Ali
18:10
Semi-structured algebraic multigrid (SSAMG) (abstract)
PRESENTER: Wayne Mitchell
16:30-18:35 Session 7B: Radiation Transport and Nuclear Applications [Bighorn C]
16:30
Stability Analysis of Two-Level Nonlinear Acceleration Method for the Linear Boltzmann Transport Equation (abstract)
16:55
A Data Driven, Eigenvalue Based Adaptive Time Stepping Method for Nonlinear Physics Simulation (abstract)
PRESENTER: Ethan Smith
17:20
Dynamic and Deterministic Neutron Transport on GPUs using One-cell Inversion (abstract)
17:45
Decoupled Diffusion Synthetic Acceleration for Deterministic Neutral Particle Transport (abstract)
PRESENTER: Joseph Coale
Wednesday, April 17th

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07:00-08:15Breakfast [Copper Conference Center]
08:00-10:05 Session 8A: Efficient Training of Neural Networks [Bighorn B]
Chair:
08:00
Progress in Layer-Parallel Neural Networks Training and Inference (abstract)
PRESENTER: Eric Cyr
08:25
Efficient Subproblem Solves for Convergent Neural Network Training (abstract)
PRESENTER: Aurya Javeed
08:50
Training Neural Networks with PyRol: Algorithms and Examples (abstract)
PRESENTER: Robert Baraldi
09:15
Deep learning without global optimization by random Fourier features (abstract)
PRESENTER: Owen Davis
09:40
A Damped Block Gauss-Newton Method for Shallow ReLU Neural Network (abstract)
PRESENTER: Zhiqiang Cai
08:00-10:05 Session 8B: Eigensolvers, Optimization, FE for Fourth-order Operators [Bighorn C]
08:00
Hybrid Quantum-Classical Krylov Methods for Eigenvalue Computation (abstract)
08:25
Online Bayesian Optimization of Polynomial-Multigrid Cycles for Flux Reconstruction (abstract)
PRESENTER: Sambit Mishra
08:50
Computing H2-conforming finite element approximations without having to implement C1-elements (abstract)
PRESENTER: Charles Parker
10:25-12:30 Session 9A: Machine Learning Efficient Iterative Methods [Bighorn B]
10:25
Learning optimal iterative methods (abstract)
PRESENTER: Nicolas Nytko
10:50
Graph Neural Network to Predict Coarse Space Functions for Two-level Domain Decomposition Methods (abstract)
11:15
Fast iterative solver for neural network method: 1D diffusion problems (abstract)
11:40
Fast iterative solver for neural network method: 1D general elliptic problems and data fitting (abstract)
PRESENTER: Cesar Herrera
12:05
Physics-guided Full Waveform Inversion using Encoder-Solver Convolutional Neural Networks (abstract)
PRESENTER: Matan Goren
10:25-12:30 Session 9B: Mixed Precision Algorithms [Bighorn C]
10:25
Newton's Method in Three Precisions (abstract)
10:50
Mixed Precision Iterative Refinement for Structured Inverse Problems (abstract)
PRESENTER: James Nagy
11:15
Effective Approximate Preconditioners for Linear Inverse Problems (abstract)
PRESENTER: Lucas Onisk
11:40
H-LSLU: An Inner Product Free Hybrid Krylov Method for Rectangular Large-Scale Inverse Problems (abstract)
PRESENTER: Ariana N. Brown
12:05
Half precision wave simulation (abstract)
16:30-18:35 Session 10A: ML / AI Accelerated Numerical Algorithms [Bighorn B]
16:30
Physics-informed augmentations to nonlinear vector autoregressive models for the prediction of dynamical systems (abstract)
PRESENTER: Samuel Hocking
16:55
Evolving Algebraic Multigrid Methods Using Grammar-Guided Genetic Programming (abstract)
17:20
Large scale Scattering using the HINTS (abstract)
PRESENTER: Adar Kahana
16:30-18:35 Session 10B: Low-rank Approximations [Bighorn C]
Chair:
16:30
A New Dynamic Low Rank Method for Thermal Radiative Transfer (abstract)
16:55
Low Rank Krylov-based Implicit Time Integrators for Nonlinear Fokker-Planck Kinetic Models (abstract)
PRESENTER: Hamad El Kahza
17:20
Higher order and implicit dynamical low-rank algorithms (abstract)
17:45
A dynamical low-rank collocation method for nonlinear tensor differential equations (abstract)
18:10
Tensor Networks for Solving the Time-Independent Boltzmann Neutron Transport Equation (abstract)
PRESENTER: Mario Ortega
Thursday, April 18th

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07:00-08:15Breakfast [Copper Conference Center]
08:00-10:05 Session 11A: Tensor Decomposition Algorithms and Applications [Bighorn B]
08:00
A tensor POD-ROM for parameter dependent dynamical systems (abstract)
08:25
Constrained Tensor Decomposition for Low-rank Modeling of Multiphysics Simulation Data (abstract)
PRESENTER: Eric Phipps
08:50
Efficient incremental Tucker decomposition for streaming scientific data (abstract)
PRESENTER: Saibal De
09:15
Tensor Completion with BMD Factor Nuclear Norm Minimization (abstract)
PRESENTER: Fan Tian
09:40
Fast iterative solvers in tensor butterfly format (abstract)
08:00-10:05 Session 11B: Multigrid, Iterative Methods, and Applications on Advanced Architectures [Bighron C]
08:00
Communication-Computation Overlapping for Parallel Multigrid Methods (abstract)
08:25
Adaptive CSR Krylov Solvers on GPU (abstract)
PRESENTER: Stephen Thomas
08:50
Jacobian matrix construction for fluid flow problems on GPUs using automatic differentiation (abstract)
PRESENTER: Steven Hamilton
09:15
FleCSI: A Task-Based Framework for HPC (abstract)
09:40
Accelerating model-based iterative reconstructions via Non-Uniform Fast Fourier Transforms and GPUs (abstract)
PRESENTER: Dinesh Kumar
10:25-12:30 Session 12A: Tensor Train Methods [Bighorn B]
10:25
Direct interpolative construction of quantized tensor trains (abstract)
10:50
Quantized tensor trains for solving Vlasov-Maxwell equations (abstract)
11:15
Tensor Networks Space-Time Spectral Method for Solving the Heat Equation (abstract)
PRESENTER: Dibyendu Adak
11:40
Rank reduction of graph Laplacians via column selection (abstract)
PRESENTER: Mark Fornace
12:05
Data-parallel tensor decomposition algorithms in the tensor-train format (abstract)
PRESENTER: Tianyi Shi
10:25-12:30 Session 12B: Preconditioning I [Bighorn C]
10:25
Parallel Space-time Implicit Runge-Kutta Methods and Tensor-structure-preserving Schwarz Preconditioning for Parabolic Problems (abstract)
PRESENTER: Jing-Yuan Wang
10:50
Performance-portable p-multigrid block preconditioning for mixed FE discretizations of nearly incompressible hyperelasticity (abstract)
PRESENTER: Rezgar Shakeri
11:15
Low-order Preconditioner for Steady State Advection Diffusion Equation Under Spectral Element Discretization (abstract)
11:40
A parameter-robust preconditioner for Stokes-Darcy coupling problems (abstract)
12:05
Transformed primal-dual methods with variable-preconditioners for nonlinear partial differential equations (abstract)
PRESENTER: Jingrong Wei
16:30-18:10 Session 13: Student Paper Winner Presentations [Bighorn B]
Chair:
16:30
Stagnation-shortening inexact Newton method based on unsupervised learning for highly nonlinear hyperelasticity problems on three-dimensional unstructured meshes (abstract)
PRESENTER: Yujie Gong
16:55
Efficient Solution for Fully Implicit Runge-Kutta Methods for Time-dependent Hyperbolic PDEs (abstract)
PRESENTER: Aman Rani
17:20
Fast coarse grid solvers for the solution of exascale Poisson equations (abstract)
Friday, April 19th

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07:00-08:15Breakfast [Copper Conference Center]
08:00-10:05 Session 14A: Preconditioning II [Bighorn C]
08:00
Fast High-Order Finite Element Solvers on Simplices (abstract)
PRESENTER: Pablo Brubeck
08:25
Achieving h- and p-robust monolithic multigrid solvers for saddle-point systems (abstract)
PRESENTER: Scott MacLachlan
08:50
Redundant equation methods for stiff wave motions (abstract)
09:15
Implicit time and rank adaptive method for time-dependent PDEs (abstract)
PRESENTER: Yingda Cheng
08:00-10:05 Session 14B: Machine Learning / Data Science Algorithms and Applications [Bighorn B]
Chair:
08:00
Acceleration methods for scientific and data science applications (abstract)
08:25
Efficient Hybrid Spatial-Temporal Operator Learning (abstract)
PRESENTER: Francesco Brarda
08:50
Fast Solvers for Neural Network Least-Squares Approximations (abstract)
09:15
Smoothing Gradient Descent (SmoothGD) (abstract)
PRESENTER: Andrew Starnes
09:40
Structure Optimization and Compression Methods for Finite Element Operators (abstract)
PRESENTER: Graham Harper
10:25-12:30 Session 15: Robust & Scalable Iterative Solution of Multi-physics Problems [Bighorn B]
Chair:
10:25
Space-time parallel iterative solvers for the integration of parabolic problems (abstract)
10:50
A new decoupled solution method for a novel oscillation-free numerical scheme for Biot's model (abstract)
PRESENTER: Carmen Rodrigo
11:15
Parallel Compact High-Resolution GMRES-PFFT-Type Algorithms for 3D Stochastic Subsurface Scattering Problems. (abstract)
PRESENTER: Yury Gryazin
11:40
Improving Greedy Algorithms for Rational Approximation (abstract)
PRESENTER: Zhongqin Xue
12:05
A Multi-Tiered Iterative Algorithm for Determining the Rotational Diffusion of Particle Systems from the Temporal-Angular Cross-Correlation of Their Power Spectrum (abstract)
PRESENTER: Zixi Hu