2019 SIAM Conference on Computational Science and Engineering

Conference Program

Minisymposia presentations are 20 minutes with an additional 5 minutes of discussion. Contributed Presentations are 10 minutes with an additional 5 minutes of discussion.
Sunday, February 24
3:00 PM - 7:30 PM Registration
Ballroom Foyer
3:45 PM - 4:45 PM Broader Engagement (BE): Welcome and Orientation
302A
4:45 PM - 5:45 PM Student Days: Student Orientation
Conference Theater
5:45 PM - 7:45 PM Welcome Reception
Ballroom Foyer
Monday, February 25
7:00 AM - 8:15 AM Data Science Book Series Editorial Board Meeting
Davenport Hotel -- Meeting Room 11
7:30 AM - 4:00 PM Registration
Ballroom Foyer
8:15 AM - 8:30 AM Welcome Remarks
Ballroom 100BC
8:30 AM - 9:15 AM IP1 Modelling 100 Percent Renewable Electricity
Michael C. Ferris, University of Wisconsin, Madison, U.S. 		Ballroom 100BC
9:15 AM - 9:45 AM Coffee Break
Ballroom Foyer
9:45 AM - 11:25 AM
Concurrent Sessions
 MS1 Mathematical Advances in Deep Learning - Part I of II Ballroom 100BC
MS2 Scientific Software: Practices, Concerns, and Solution Strategies - Part I of II Conference Theater
MS3 AWM Workshop: Data Science and Mathematics - Part I of II 102A
MS4 Student Days: Student Chapter Presentations - Part I of II 102B
MS5 Recent Advances in Modeling and Numerical Analysis for Electronic Structure Calculations - Part I of II 102C
MS6 Roundoff Error in High-Performance Implementations of CG/Lanczos-type Solvers - Part I of II 102D
MS7 Numerical Linear Algebra for Machine Learning - Part I of II 111A
MS8 Uncertainty Quantification and Data Assimilation - Part I of II 111B
MS9 Avoiding Big-data: In-situ Visualisation and Analysis for Large-scale CFD Simulations - Part I of II 111C
MS10 Model Reduction, Adaptivity, and High Dimensionality in Uncertainty Quantification - Part I of II 300A
MS11 Data Enabled Modeling and Discovery in Science and Engineering - Part I of II 300B
MS12 Task-based Programming for Scientific Computing: Runtime Support - Part I of II 300C
MS13 BE: Mentor Protégé session CANCELLED 300D
MS14 Emerging Trends for Structure Preserving Model Order Reduction - Part I of II 302B
MS15 Fast Methods for High-Frequency Wave Propagation - Part I of II 303A
MS16 Tutorials for Students: Accessible Introductions to Active Research Areas 303B
MS17 Advances in Phase Retrieval: Theory and Applications - Part I of II 201B
MS18 Computational and Numerical Methods in Electronics - Part I of II 201C
MS19 Fast Solvers for Inverse Problems with PDEs - Part I of II 202A
MS20 Moment Methods in Kinetic Theory - Part I of II 202B
MS21 Recent Advances in High Order Lagrangian/ALE Methods - Part I of II 202C
MS22 Use of C++ in Computational Science Libraries and Applications - Part I of II 203
MS23 Finite Element Methods on Unfitted Meshes - Part I of II 205
MS24 Applications of the AMReX Block Structured Adaptive Mesh Refinement Framework - Part I of II 206A
MS25 Discovering and Exploiting Low-dimensional Structures in Computational Models - Part I of II 206B
MS26 Parallel-in-Time Integration Techniques - Part I of II 206C
MS27 Modeling, Analyzing and Computing of Fractional Partial Differential Equations - Part I of II 206D
MS28 FASTMath Tools and Technologies - Part I of II 207
MS29 Computational Methods for Kinetic Models of Plasma - Part I of II 401A
MS30 Graph and Combinatorial Algorithms for Enabling Exascale Applications - Part I of II 401B
MS31 Numerical Methods for Earth System Modeling - Part I of II 401C
MS32 Recent Advances in Error Estimation for Complex Problems - Part I of II 402A
MS33 Recent Progresses in Data Analysis - Part I of II 402B
MS34 Methods for Large-scale Risk-averse Optimization - Part I of II 402C
MS149 BE: Social Modeling through Game Design, A STEAM Workshop Davenport Hotel - Cedar Ballroom
CP1 Modeling and Uncertainty Quantification I 301
CP2 Computational Fluid Mechanics I 201A
11:30 AM - 12:30 PM
Concurrent Sessions
 PD1 Future Directions of Research Funding Programs Conference Theater
PD2 Early Career Panel 111A
11:30 AM - 1:00 PM
Concurrent Sessions
 Lunch Break
Attendees on their own
Fundamental Algorithms Book Series Editorial Board Meeting
Davenport Hotel -- Meeting Room 11
1:00 PM - 1:45 PM IP2 Deep Learning for Inverse Problems - Some Recent Approaches
Carola-Bibiane Schönlieb, University of Cambridge, United Kingdom 		Ballroom 100BC
1:45 PM - 2:15 PM Coffee Break
Ballroom Foyer
2:15 PM - 3:55 PM
Concurrent Sessions
 MS35 Mathematical Advances in Deep Learning - Part II of II Ballroom 100BC
MS36 Scientific Software: Practices, Concerns, and Solution Strategies - Part II of II Conference Theater
MS37 AWM Workshop: Data Science and Mathematics - Part II of II 102A
MS39 Recent Advances in Modeling and Numerical Analysis for Electronic Structure Calculations - Part II of II 102C
MS40 Roundoff Error in High-Performance Implementations of CG/Lanczos-type Solvers - Part II of II 102D
MS41 Numerical Linear Algebra for Machine Learning - Part II of II 111A
MS42 Uncertainty Quantification and Data Assimilation - Part II of II 111B
MS43 Avoiding Big-data: In-situ Visualisation and Analysis for Large-scale CFD Simulations - Part II of II 111C
MS44 Model Reduction, Adaptivity, and High Dimensionality in Uncertainty Quantification - Part II of II 300A
MS45 Data Enabled Modeling and Discovery in Science and Engineering - Part II of II 300B
MS46 Task-based Programming for Scientific Computing: Runtime Support - Part II of II 300C
MS47 Advances in Computational Methods for Data Assimilation - Part I of II 300D
MS48 BE: Best Practices for CSE Diversity and Inclusion 302A
MS49 Emerging Trends for Structure Preserving Model Order Reduction - Part II of II 302B
MS50 Fast Methods for High-Frequency Wave Propagation - Part II of II 303A
MS51 Tutorials for Students: Accessible Introductions to Active Research Areas - Part II of II 303B
MS52 Advances in Phase Retrieval: Theory and Applications - Part II of II 201B
MS53 Computational and Numerical Methods in Electronics - Part II of II 201C
MS54 Fast Solvers for Inverse Problems with PDEs - Part II of II 202A
MS55 Moment Methods in Kinetic Theory - Part II of II 202B
MS56 Recent Advances in High Order Lagrangian/ALE Methods - Part II of II 202C
MS57 Use of C++ in Computational Science Libraries and Applications - Part II of II 203
MS58 Finite Element Methods on Unfitted Meshes - Part II of II 205
MS59 Applications of the AMReX Block Structured Adaptive Mesh Refinement Framework - Part II of II 206A
MS60 Discovering and Exploiting Low-dimensional Structures in Computational Models - Part II of II 206B
MS61 Parallel-in-Time Integration Techniques - Part II of II 206C
MS62 Modeling, Analyzing and Computing of Fractional Partial Differential Equations - Part II of II 206D
MS63 FASTMath Tools and Technologies - Part II of II 207
MS64 Computational Methods for Kinetic Models of Plasma - Part II of II 401A
MS65 Graph and Combinatorial Algorithms for Enabling Exascale Applications - Part II of II 401B
MS66 Numerical Methods for Earth System Modeling - Part II of II 401C
MS67 Recent Advances in Error Estimation for Complex Problems - Part II of II 402A
MS68 Recent Progresses in Data Analysis - Part II of II 402B
MS69 Methods for Large-scale Risk-averse Optimization - Part II of II 402C
CP3 Modeling and Uncertainty Quantification II 201A
CP4 Fluid-Structure Interactions 301
3:30 PM - 5:30 PM Résumé Doctor -- Cancelled due to Flight Delays
Ballroom Foyer
3:55 PM - 4:10 PM Intermission
NA
4:10 PM - 5:50 PM
Concurrent Sessions
 MS70 Machine Learning in Computational Science Ballroom 100BC
MS71 Scientific Machine Learning Conference Theater
MS72 Recent Progress in Coordinate-wise Descent Methods 102A
MS73 Student Days: Student Chapter Presentations - Part II of II 102B
MS74 Transmission Eigenvalue Spectrum for Electromagnetic and Elastic Scatterers 102C
MS75 Unfitted Discretization Methods - Part I of II 102D
MS76 Multigrid Solvers for Partially Structured Meshes and for Advanced Architectures 111A
MS77 Multirate Time Stepping Methods 111B
MS78 Optimization with Coupled PDEs in Multiphysics Applications 111C
MS79 Recent Developments in Numerical Methods for PDEs and their Applications - Part I of II 300A
MS80 Applications of Tensor Decompositions 300B
MS81 A Posteriori Error Estimation for Various Adaptive Finite Element Methods 300C
MS82 BE: Lightning Talks 300D
MS83 Adjoints of Nonlinear Dynamics in CFD Applications 302A
MS84 Advances and Applications of Numerical Methods for Free Boundaries 302B
MS85 Developments in Algebraic Multigrid for Nonsymmetric and Hyperbolic Problems 303A
MS86 Hardware-aware Algorithms and Numerics for Heterogeneous Supercomputers 303B
MS87 Advances in Computational Methods for Data Assimilation - Part II of II 201B
MS88 Performance Portability through Source-to-source Code Transformations 202B
MS89 Recent Advances in Accurate and Verified Numerical Computations 202C
MS90 Spectral Deferred Correction Methods for Temporal Integration 205
MS91 Large-scale PDE-Constrained Optimization Algorithms and Applications 206A
MS92 Latest Advances in Viscoplastic CFD: Discretisation, Simulation and Applications 206B
MS93 Nonlinear Reduced Order Modeling of Realistic Engineering Fluid Flows 206C
MS94 Asynchronous Iterative Methods 206D
MS95 Performance Portability and Numerical Libraries: Challenges and Opportunities for Sustainable Science - Part I of II 207
MS96 Computationally Efficient Derivative-Free Local and Global Optimization 401A
MS97 Computational Challenges in the ECP Energy Applications 401B
MS98 Computational Advances for Large-scale Geophysical Data 401C
MS99 Distributed-Memory Graph Analytics: Programming Models, Algorithms and Applications 402A
MS100 Scalable Adaptive Applications: Recent Developments 402B
MS101 Scientific Data Visualization Platforms Facilitating New Paradigms 402C
CP5 Data Science Applications 201A
CP6 Computational Fluid Mechanics II 201C
6:00 PM - 7:15 PM PD3 Strategies for Promoting Diversity and Inclusion within our Profession Conference Theater
7:30 PM - 9:30 PM SINUM Editorial Board Meeting
Davenport Hotel -- Meeting Room 10
Tuesday, February 26
7:00 AM - 8:15 AM
Concurrent Sessions
 Math in Industry Book Committee Meeting
Davenport Hotel -- Meeting Room 11
Student Days: Chapter Breakfast with SIAM Leadership (by invitation)
Davenport Hotel -- Cedar Ballroom
7:30 AM - 4:00 PM Registration
Ballroom Foyer
8:25 AM - 8:30 AM Announcements
Ballroom 100BC
8:30 AM - 9:15 AM IP3 Reduced Order Methods for PDEs: State of the Art and Perspectives with Applications in Industry, Medicine and Environmental Sciences
Gianluigi Rozza, SISSA, International School for Advanced Studies, Trieste, Italy 		Ballroom 100BC
9:15 AM - 9:45 AM Coffee Break
Ballroom Foyer
9:45 AM - 11:25 AM
Concurrent Sessions
 MT1 Introduction To PETSc 300D
MS102 Scalable Optimization: Paradigms, Tools, and Applications - Part I of II Ballroom 100BC
MS103 Recent Advances in Multirate Time Integration for Multiphysics Problems Conference Theater
MS104 Accelerating Electronic Structure Calculations with GPUs - Part I of II 102A
MS105 Computational Challenges at the Frontiers of Numerical Relativity - Part I of II 102B
MS106 Computational Scalability and Complex Geometry in Integral Equation Methods - Part I of II 102C
MS107 Unfitted Discretization Methods - Part II of II 102D
MS108 Physics Motivated Problems in Machine Learning - Part I of II 111A
MS109 Physics/Chemistry-aware Machine Learning - Part I of II 111B
MS110 Recent Advances in Machine Learning and Data-driven Methods for Physical Sciences - Part I of II 111C
MS111 Scalable Parallel Multigrid Solvers - Part I of II 300A
MS112 Recent Advances in Model Reduction and Uncertainty Quantification - Part I of II 300B
MS113 Recent Advances in Computational Methods for High Dimensional Bayesian Inversion - Part I of II 300C
MS114 BE: Broader Engagement Technical Research - Part I of II 302A
MS115 BE: Securing Extreme-Scale Scientific Computing 302B
MS116 Advances in Unstructured Mesh Algorithms and their Applications - Part I of II 303A
MS117 Batched BLAS: API Standardization, Libraries, and Applications - Part I of II 303B
MS118 Hydrodynamics at Small Scales: Fluctuating Hydrodynamics - Part I of II 201B
MS119 Model Reduction for Problems with Strong Convection, Sharp Gradients, and Discontinuities - Part I of II 201C
MS120 Structure Preserving Techniques for Hyperbolic Systems - Part I of II 202A
MS121 Theoretical and Computational Advancements in Ice-Sheet Modeling - Part I of II 202B
MS122 High-order Solvers for Wave Problems - Part I of II 202C
MS123 Application of Fractional Calculus in Material Science and Engineering - Part I of II 203
MS124 Multiphysics Simulation with MOOSE - Part I of II 205
MS125 Computational Tools and Precision Medicine 206A
MS126 Data Assimilation and Optimization in Physiologic Modeling - Part I of II 206B
MS127 Design and Usability of High-performance PDE Software Engines and Frameworks - Part I of II 206C
MS128 Exascale Applications with High-Order Methods - Part I of II 206D
MS129 Performance Portability and Numerical Libraries: Challenges and Opportunities for Sustainable Science - Part II of II 207
MS130 Computational Engineering (BGCE) Student Paper Prize - Part I of II 401A
MS131 Homogenization and Reduced Order Modelling for Wave Equations - Part I of II 401B
MS132 Latest Advances in Topology and Shape Optimization - Part I of II 401C
MS133 Quantitative Image Analysis - Part I of II 402A
MS134 Reproducibility in Network Algorithms - Part I of II 402B
MS135 Numerical and Modeling Advances in Complex Systems 402C
CP7 Multilevel Methods 301
CP8 Computational Electromagnetics 201A
9:45 AM - 11:45 AM Career Fair
Ballroom 100A
11:30 AM - 12:30 PM
Concurrent Sessions
 PD4 Mentor-Mentee Mixer 111A
PD5 Mid-Career Panel Conference Theater
11:30 AM - 1:00 PM
Concurrent Sessions
 Lunch Break
Attendees on their own
CSE Editorial Board Meeting
Davenport Hotel -- Meeting Room 11
12:30 PM - 4:00 PM Private Meeting
301
1:00 PM - 1:45 PM IP4 Fluid-Structure Interaction in Medicine and Biology: Methods, Models, and Applications
Boyce E. Griffith, University of North Carolina at Chapel Hill, U.S. 		Ballroom 100BC
1:45 PM - 2:15 PM Coffee Break
Ballroom Foyer
2:00 PM - 4:00 PM Career Fair
Ballroom 100A
2:15 PM - 3:55 PM
Concurrent Sessions
 MS136 Scalable Optimization: Paradigms, Tools, and Applications - Part II of II Ballroom 100BC
MS137 Toward Software Ecosystems for Computational Science and Engineering Conference Theater
MS138 Accelerating Electronic Structure Calculations with GPUs - Part II of II 102A
MS139 Computational Challenges at the Frontiers of Numerical Relativity - Part II of II 102B
MS140 Computational Scalability and Complex Geometry in Integral Equation Methods - Part II of II 102C
MS141 Physics Motivated Problems in Machine Learning - Part II of II 111A
MS142 Physics/Chemistry-aware Machine Learning - Part II of II 111B
MS143 Recent Advances in Machine Learning and Data-driven Methods for Physical Sciences - Part II of II 111C
MS144 Scalable Parallel Multigrid Solvers - Part II of II 300A
MS145 Recent Advances in Model Reduction and Uncertainty Quantification - Part II of II 300B
MS146 Recent Advances in Computational Methods for High Dimensional Bayesian Inversion - Part II of II 300C
MS147 AWM Workshop Panel: Perspectives and Advice from Women in Applied Mathematics 300D
MS148 BE: Broader Engagement Technical Research - Part II of II 302A
MS150 Advances in Unstructured Mesh Algorithms and their Applications - Part II of II 303A
MS151 Batched BLAS: API Standardization, Libraries, and Applications - Part II of II 303B
MS152 Hydrodynamics at Small Scales: Fluctuating Hydrodynamics - Part II of II 201B
MS153 Model Reduction for Problems with Strong Convection, Sharp Gradients, and Discontinuities - Part II of II 201C
MS154 Structure Preserving Techniques for Hyperbolic Systems - Part II of II 202A
MS155 Theoretical and Computational Advancements in Ice-Sheet Modeling - Part II of II 202B
MS156 High-order Solvers for Wave Problems - Part II of II 202C
MS157 Application of Fractional Calculus in Material Science and Engineering - Part II of II 203
MS158 Multiphysics Simulation with MOOSE - Part II of II 205
MS159 Data Assimilation in Fluid Models 206A
MS160 Data Assimilation and Optimization in Physiologic Modeling - Part II of II 206B
MS161 Design and Usability of High-performance PDE Software Engines and Frameworks - Part II of II 206C
MS162 Exascale Applications with High-Order Methods - Part II of II 206D
MS163 Advances In Nonlinearly Stable Methods 207
MS164 Computational Engineering (BGCE) Student Paper Prize - Part II of II 401A
MS165 Homogenization and Reduced Order Modelling for Wave Equations - Part II of II 401B
MS166 Latest Advances in Topology and Shape Optimization - Part II of II 401C
MS167 Quantitative Image Analysis - Part II of II 402A
MS168 Reproducibility in Network Algorithms - Part II of II 402B
MS169 Exciting Work by Early Career Underrepresented Minority Researchers 402C
CP9 Numerical Linear Algebra I 102D
CP10 Mathematical Optimization I 201A
3:55 PM - 4:10 PM Intermission
NA
4:10 PM - 4:50 PM Poster Blitz
Ballroom 100BC
4:50 PM - 6:50 PM
Concurrent Sessions
 PP1 General Posters Riverside Hall D
PP101 Minisymposterium: AWM Workshop Riverside Hall D
PP102 Minisymposterium: Broader Engagement Riverside Hall D
PP103 Minisymposterium: Software Productivity and Sustainability for CSE and Data Science Riverside Hall D
6:30 PM - 8:00 PM Industry Reception
Ballroom Foyer
7:00 PM - 8:00 PM PD6 Thinking of Writing a Book? Conference Theater
7:30 PM - 9:30 PM SISC Editorial Board Meeting
Davenport Hotel -- Meeting Room 10
Wednesday, February 27
7:00 AM - 8:15 AM Book Committee Meeting
Davenport Hotel -- Meeting Room 11
7:00 AM - 8:30 AM MAC Committee Meeting
Davenport Hotel -- Meeting Room 12
8:00 AM - 4:00 PM Registration
Ballroom Foyer
8:25 AM - 8:30 AM Announcements
Ballroom 100BC
8:30 AM - 9:15 AM IP5 Communication Avoiding: The Past Decade and the New Challenges
Laura Grigori, Inria Paris, France 		Ballroom 100BC
9:15 AM - 9:45 AM Coffee Break
Ballroom Foyer
9:45 AM - 11:25 AM
Concurrent Sessions
 MT2 Solving Differential Equations with the libMesh Finite Element Library 300D
MS170 Exploiting Model Hierarchies, Sparsity and Low-Rank Structure of Large-scale Bayesian Computation - Part I of II Ballroom 100BC
MS171 Progress and Challenges in Extreme Scale Computing and Data - Part I of II Conference Theater
MS172 Advanced HPC Trends for Oil and Gas Applications - Part I of II 102A
MS173 Student Days: Undergraduate Presentations 102B
MS174 Advances and Applications in Numerical Methods for Interfacial Flows - Part I of II 102C
MS175 Numerical Methods for Multi-Material Fluid Flows - Part I of II 102D
MS176 Machine Learning Strategies for Computer Simulation of Physical Systems - Part I of II 111A
MS177 Machine Learning Approaches for the Sciences and Engineering: Recent Developments - Part I of II 111B
MS178 Recent Advances in Multilevel Solvers - Part I of II 111C
MS179 High-order Finite Element Methods for Complex and Multiphysics Applications - Part I of II 300A
MS180 Multiphysics and Multiscale Problems in Computational Science and Engineering - Part I of II 300B
MS181 Novel Computational Algorithms for Future Computing Platforms - Part I of II 300C
MS182 BE: GPU Accelerated Computing on Summit 301
MS183 Mathematical Methods for Control and Optimization of Large-Scale Energy Networks - Part I of II 302A
MS184 Entropy-stable Formulations for Numerical Solution of Conservation Laws - Part I of II 302B
MS185 High-order PDE Methods on CPU Architectures with Wide SIMD Units - Part I of II 303A
MS186 Advances in Analyzing Floating-point Errors in Computational Science - Part I of II 303B
MS187 Computational Methods for Linear Kinetic Transport Equations - Part I of II 201B
MS188 Reduced Order Modeling for Parametric CFD Problems- Part I of II 201C
MS189 Advances in Quasi-Monte Carlo Methods - Part I of II 202B
MS190 Fast and Accurate Integral Methods for Highly Oscillatory Phenomena - Part I of II 202C
MS191 New Challenges and Opportunities for Model Order Reduction - Part I of II 203
MS192 Computational Strategies for High-dimensional Data Assimilation and Bayesian Inverse Problems - Part I of II 205
MS193 Data-driven Methods in Fluid Dynamics - Part I of II 206A
MS194 Efficient Solvers for Coupled Multiphysics Problems - Part I of II 206B
MS195 CSE Education and Workforce - Part I of II 206C
MS196 Recent Developments of Numerical Methods for Hyperbolic and Parabolic Equations - Part I of II 206D
MS197 Task-based Programming for Scientific Computing: Linear Algebra Applications - Part I of II 207
MS198 Surrogate Modeling and Data Compression for Exascale Applications - Part I of II 401A
MS199 Recent Developments in Theory and Implementation of Subspace Correction Methods 401B
MS200 Sparse Function Approximations: Theory and Applications - Part I of II 401C
MS201 Theoretical and Computational Aspects in Nonlocal and Material Science Modeling - Part I of II 402A
MS202 Nonlocal Models in Computational Science and Engineering - Part I of II 402B
MS203 Generalizable Machine Learning and Clustering Methods: Applications in Bias, Biology, and Imaging 402C
CP11 Numerical Linear Algebra II 201A
CP12 Mathematical Optimization II 202A
11:30 AM - 12:00 PM SP1 SIAG CSE Best Paper Prize Lecture: Propagating Uncertainty from Data to Prediction with a Model of the Antarctic Ice Sheet
Tobin Isaac, Georgia Institute of Technology, U.S. 		Ballroom 100BC
11:30 AM - 1:00 PM SIAM Workshop Celebrating Diversity and Broader Engagement Joint Lunch (by invitation)
Davenport Hotel -- Cedar Ballroom
12:00 PM - 1:00 PM Lunch Break
Attendees on their own
12:30 PM - 1:00 PM Private Meeting (WINASc)
102B
1:00 PM - 1:45 PM IP6 Stochastic Gradient Descent, in Theory and Practice
Rachel Ward, University of Texas at Austin, U.S. 		Ballroom 100BC
1:45 PM - 2:15 PM Coffee Break
Ballroom Foyer
2:15 PM - 3:55 PM
Concurrent Sessions
 MS204 Exploiting Model Hierarchies, Sparsity and Low-rank Structure of Large-scale Bayesian Computation - Part II of II Ballroom 100BC
MS205 Progress and Challenges in Extreme Scale Computing and Data - Part II of II Conference Theater
MS206 Advanced HPC Trends for Oil and Gas Applications - Part II of II 102A
MS207 Advances and Applications in Numerical Methods for Interfacial Flows - Part II of II 102C
MS208 Numerical Methods for Multi-Material Fluid Flows - Part II of II 102D
MS209 Machine Learning Strategies for Computer Simulation of Physical Systems - Part II of II 111A
MS210 Machine Learning Approaches for the Sciences and Engineering: Recent Developments - Part II of II 111B
MS211 Recent Advances in Multilevel Solvers - Part II of II 111C
MS212 High-order Finite Element Methods for Complex and Multiphysics Applications - Part II of II 300A
MS213 Multiphysics and Multiscale Problems in Computational Science and Engineering - Part II of II 300B
MS214 Tensor-based Methods for Scientific and Engineering Computing 300C
MS215 BE: Parallel Algorithm Design 301
MS216 Mathematical Methods for Control and Optimization of Large-scale Energy Networks - Part II of II 302A
MS217 Entropy-stable Formulations for Numerical Solution of Conservation Laws - Part II of II 302B
MS218 Novel Computational Algorithms for Future Computing Platforms - Part II of II 303A
MS219 Advances in Analyzing Floating-point Errors in Computational Science - Part II of II 303B
MS220 Computational Methods for Linear Kinetic Transport Equations - Part II of II 201B
MS221 Reduced Order Modeling for Parametric CFD Problems - Part II of II 201C
MS222 High-order PDE Methods on CPU Architectures with Wide SIMD Units - Part II of II 202A
MS223 Advances in Quasi-Monte Carlo Methods - Part II of II 202B
MS224 Fast and Accurate Integral Methods for Highly Oscillatory Phenomena - Part II of II 202C
MS225 New Challenges and Opportunities for Model Order Reduction - Part II of II 203
MS226 Computational Strategies for High-dimensional Data Assimilation and Bayesian Inverse Problems - Part II of II 205
MS227 Data-driven Methods in Fluid Dynamics - Part II of II 206A
MS228 Efficient Solvers for Coupled Multiphysics Problems - Part II of II 206B
MS229 CSE Education and Workforce - Part II of II 206C
MS230 Recent Developments of Numerical Methods for Hyperbolic and Parabolic Equations - Part II of II 206D
MS231 Task-based Programming for Scientific Computing: Linear Algebra Applications - Part II of II 207
MS232 Surrogate Modeling and Data Compression for Exascale Applications - Part II of II 401A
MS233 Recent Developments in Numerical Methods for PDEs and their Applications - Part II of II 401B
MS234 Sparse Function Approximations: Theory and Applications - Part II of II 401C
MS235 Data Science and Analytics in Industry 402A
MS236 Nonlocal Models in Computational Science and Engineering - Part II of II 402B
MS237 WCD Workshop - Session 4 of 4 CANCELLED 402C
CP13 Numerical PDEs IV 201A
3:55 PM - 4:10 PM Intermission
NA
4:10 PM - 4:50 PM Poster Blitz
Ballroom 100BC
4:50 PM - 6:50 PM
Concurrent Sessions
 PP2 General Posters Riverside Hall D
PP201 Minisymposterium: AMReX: Software and Applications Riverside Hall D
PP202 Minisymposterium: Clawpack and ForestClaw Software Riverside Hall D
PP203 Minisymposterium: Multi-level and Multi-fidelity Monte Carlo Methods for Uncertainty Quantification Riverside Hall D
PP204 Minisymposterium: Student Days - Student Chapter Posters Riverside Hall D
7:00 PM - 8:00 PM Business Meeting
Ballroom 100BC
Thursday, February 28
7:00 AM - 8:15 AM SIAG Chair Breakfast Meeting
Davenport Hotel -- Meeting Room 12
7:45 AM - 4:30 PM Registration
Ballroom Foyer
7:55 AM - 8:00 AM Announcements
Ballroom 100BC
8:00 AM - 8:15 AM Awards Announcement
Ballroom 100BC
8:15 AM - 8:45 AM SP2 SIAG/CSE Early Career Prize: Data-Driven Discovery and Control of Complex Systems: Uncovering Interpretable and Generalizable Nonlinear Models
Steve Brunton, University of Washington, U.S. 		Ballroom 100BC
8:45 AM - 9:15 AM SP3 SIAM/ACM Prize in Computational Science and Engineering: The Singular Value Decomposition: Anatomy of an Algorithm, Optimizing for Performance
Jack J. Dongarra, University of Tennessee and Oak Ridge National Laboratory, U.S. 		Ballroom 100BC
9:15 AM - 9:45 AM Coffee Break
Ballroom Foyer
9:45 AM - 11:25 AM
Concurrent Sessions
 MT3 MOOSE: Enabling Multiphysics 300D
MS238 Theory and Application of Surrogate Models for Bayesian Inverse Problems - Part I of II Ballroom 100BC
MS239 Multiphysics: Extensible, Composable Algorithms and Software - Part I of II Conference Theater
MS240 Boundary Integral Methods for Particulate Flows - Part I of II 102A
MS241 Close Evaluation of Layer Potentials: Advanced Numerical Methods and Applications 102B
MS242 Recent Advances in Models and Numerical Methods for Multiphase Problems - Part I of II 102C
MS243 Reduced Order Models for Fluids: Achievements and Open Problems - Part I of II 102D
MS244 Theory and Algorithms for Improved Performance of Machine Learning in Scientific Applications - Part I of II 111A
MS245 Models with Superior Reasons for Complex Big Data - Part I of II 111B
MS246 Machine Learning Methods in Computational Fluid Dynamics - Part I of II 111C
MS247 Recent Advances in PDE-constrained Optimization under Uncertainty - Part I of II 300A
MS248 High Performance Sparse Matrix, Tensor, and Graph Kernels - Part I of II 300B
MS249 Tensor Based Methods in Scientific Computing and Data Science - Part I of II 300C
MS250 BE: Advances in Computational Drug Discovery - Part I of II 302A
MS251 Algorithms and Software for Nonlinear Eigenvalue Problems - Part I of II 302B
MS252 Preconditioning for High-order Matrix-free PDE Operators - Part I of II 303A
MS253 Mitigating Communication Costs Using Variable Precision Computing Techniques - Part I of II 303B
MS254 Mori-Zwanzig Formulation, Implementation and Applications - Part I of II 201C
MS255 Underwater Sensing and Signal Processing - Part I of II 202A
MS256 Industrial Eigensolution Technology: Advances and Challenges - Part I of II 202B
MS257 Towards Digital Twins for Industrial Applications - Part I of II 202C
MS258 Showcase of Research Supported by the DOE Computational Science Graduate Fellowship - Part I of II 203
MS259 Advances in Scalable Iterative, Multigrid and Direct Sparse Linear Solvers 205
MS260 Applications of Data Assimilation in Science, Engineering, and Industry - Part I of II 206A
MS261 Computational Advances and Challenges in Data-enabled Life Sciences 206B
MS262 Modelling with Fractional PDEs: Statistical and Numerical Analysis - Part I of II 206C
MS263 Multi-scale Modeling and Computation of Complex and Active Fluids - Part I of II 206D
MS264 Exascale Software for High-order Methods - Part I of II 207
MS265 Dynamics with Inherent Noise: Stochastic Modelling and Simulation - Part I of II 401A
MS266 Inverse Problems in Medical Imaging - Part I of II 401B
MS267 Model Reduction and Reduced-order Modeling of Dynamical Systems - Part I of II 401C
MS268 Novel Approaches for Design and Analysis of Chaotic Dynamical Systems - Part I of II 402A
MS269 Resilience for Large Scale CSE Applications - Part I of II 402B
MS270 State-of-the-art high-order Numerical Methods and Complex Fluid Simulations - Part I of II 402C
CP14 Time Integration Methods 201A
CP15 Applications in CSE 201B
11:30 AM - 12:00 PM SP4 James H. Wilkinson Prize for Numerical Software Prize Lecture: Solving the Two Language Problem in Scientific Computing and Machine Learning with Julia
Jeffrey Bezanson, Julia Computing, Inc., U.S. 		Ballroom 100BC
12:00 PM - 1:00 PM Lunch Break
Attendees on their own
1:00 PM - 1:45 PM IP7 Physical, Numerical, and Computational Challenges in Modelling Oceans for Climate
Alistair Adcroft, Princeton University and NOAA-GFDL, U.S. 		Ballroom 100BC
1:45 PM - 2:15 PM Coffee Break
Ballroom Foyer
2:15 PM - 3:55 PM
Concurrent Sessions
 MS271 Theory and Application of Surrogate Models for Bayesian Inverse Problems - Part II of II Ballroom 100BC
MS272 Multiphysics: Extensible, Composable Algorithms and Software - Part II of II Conference Theater
MS273 Boundary Integral Methods for Particulate Flows - Part II of II 102A
MS274 Industrial Eigensolution Technology: Advances and Challenges - Part II of II 102B
MS275 Recent Advances in Models and Numerical Methods for Multiphase Problems - Part II of II 102C
MS276 Reduced Order Models for Fluids: Achievements and Open Problems - Part II of II 102D
MS277 Theory and Algorithms for Improved Performance of Machine Learning in Scientific Applications - Part II of II 111A
MS278 Models with Superior Reasons for Complex Big Data - Part II of II 111B
MS279 Machine Learning Methods in Computational Fluid Dynamics - Part II of II 111C
MS280 Recent Advances in PDE-constrained Optimization under Uncertainty- Part II of II 300A
MS281 High Performance Sparse Matrix, Tensor, and Graph Kernels - Part II of II 300B
MS282 Tensor Based Methods in Scientific Computing and Data Science - Part II of II 300C
MS283 BE: Advances in Computational Drug Discovery - Part II of II 302A
MS284 Algorithms and Software for Nonlinear Eigenvalue Problems - Part II of II 302B
MS285 Preconditioning for High-order Matrix-free PDE Operators - Part II of II 303A
MS286 Mitigating Communication Costs Using Variable Precision Computing Techniques - Part II of II 303B
MS287 Advances in Rare Event Simulation for Complex Dynamical Systems - Part I of II 201B
MS288 Mori-Zwanzig Formulation, Implementation and Applications - Part II of II 201C
MS289 Underwater Sensing and Signal Processing - Part II of II 202A
MS290 Scalable Solvers for the Helmholtz Problem - Part I of II 202B
MS291 Towards Digital Twins for Industrial Applications - Part II of II 202C
MS292 Showcase of Research Supported by the DOE Computational Science Graduate Fellowship - Part II of II 203
MS293 Partitioned and Adaptive Methods for Initial Value Problems - Part I of II 205
MS294 Applications of Data Assimilation in Science, Engineering, and Industry - Part II of II 206A
MS295 Statistical Applications of Continuous and Discrete Transport - Part I of II 206B
MS296 Modelling with Fractional PDEs: Statistical and Numerical Analysis - Part II of II 206C
MS297 Multi-scale Modeling and Computation of Complex and Active Fluids - Part II of II 206D
MS298 Exascale Software for High-order Methods - Part II of II 207
MS299 Dynamics with Inherent Noise: Stochastic Modelling and Simulation - Part II of II 401A
MS300 Inverse Problems in Medical Imaging - Part II of II 401B
MS301 Model Reduction and Reduced-order Modeling of Dynamical Systems - Part II of II 401C
MS302 Novel Approaches for Design and Analysis of Chaotic Dynamical Systems - Part II of II 402A
MS303 Resilience for Large Scale CSE Applications - Part II of II 402B
MS304 State-of-the-art High-order Numerical Methods and Complex Fluid Simulations - Part II of II 402C
CP16 Numerical PDEs I 301
CP17 Computational Science Methods and Software 201A
3:55 PM - 4:10 PM Intermission
NA
4:10 PM - 5:50 PM
Concurrent Sessions
 MS305 Computing Tensor Decompositions Ballroom 100BC
MS306 Performance Portability of Scientific HPC Applications Conference Theater
MS307 Technology Transfer Using the Open-source Platform SU2 102A
MS308 Data-driven and Mathematical Model Reductions for Combustion System Simulation and Design 102B
MS309 Machine Learning for Inverse Problems and its Applications 111A
MS310 The Intersection of Graph Algorithms and Machine Learning 111B
MS311 Applications of Machine Learning in Fluid Mechanics 111C
MS312 Optimization Under Uncertainty Using Multifidelity and Derivative-free Approaches 300A
MS313 Parallel Numerical Linear Algebra for Future Extreme-scale Systems 300B
MS314 Optimal Experimental Design for Bayesian Inverse Problems 300C
MS315 Numerical Methods and Regularization for Ill-posed and Ill-conditioned Problems 300D
MS316 Rational Approximation and its Applications 302A
MS317 BE: Overcoming Workplace Challenges Panel: Trials, Tribulations, and Triumphs 302B
MS318 Large-scale Particulate Flows: Towards Multi-scale Modeling from µm to km 303A
MS319 Efficient Computational Methods for Molecular Dynamics 303B
MS320 Advances in Rare Event Simulation for Complex Dynamical Systems - Part II of II 201B
MS321 Fast Algorithms for Integral Equations and Their Applications 202A
MS322 Scalable Solvers for the Helmholtz Problem - Part II of II 202B
MS323 Novel Adaptation, Decomposition and Expansion Algorithms for a Class of Large Scale Models 202C
MS324 Flat Low-rank Matrix Formats: Potential and Limitations 203
MS325 Partitioned and Adaptive Methods for Initial Value Problems - Part II of II 205
MS326 High-order Accurate Numerical Methods for Fluid-structure Interaction Problems 206A
MS327 Statistical Applications of Continuous and Discrete Transport - Part II of II 206B
MS328 Integrated Mathematical and Computational Approaches to Interface Models and Data in Systems Biomedicine 206C
MS329 Recent Advances in Discontinuous Galerkin Methods for Partial Differential Equations 206D
MS330 Wave-based Imaging Meets Machine Learning 207
MS331 Recent Innovations in Restarting and Recycling Krylov Methods 401A
MS332 SIMD Approaches for Achieving Performance and Portability on Emerging Computational Architectures 401B
MS333 Theoretical and Computational Aspects in Nonlocal and Material Science Modeling - Part II of II 401C
MS334 Using Structure for Scalable Optimization 402A
MS335 Black-box Optimization for Autotuning 402B
MS336 High-performance Graph Algorithms 402C
CP18 Numerical PDEs II 102C
Friday, March 1
8:00 AM - 12:00 PM Registration
Ballroom Foyer
8:15 AM - 8:30 AM Closing Remarks
Ballroom 100BC
8:30 AM - 9:15 AM IP8 Role of Tensors in Machine Learning
Anima Anandkumar, Amazon and California Institute of Technology, U.S. 		Ballroom 100BC
9:15 AM - 9:45 AM Coffee Break
Ballroom Foyer
9:45 AM - 11:25 AM
Concurrent Sessions
 MT4 Firedrake: Automated High Performance Finite Element Simulation 300D
MS337 Tensor Decomposition for High Performance Data Analytics - Part I of II Ballroom 100BC
MS338 Software Productivity and Sustainability for CSE and Data Science - Part I of II Conference Theater
MS339 Recent Development of Numerical Methods for Optics and Plasmonics - Part I of II 102A
MS340 Neutrino Transport Methods in Astrophysics - Part I of II 102B
MS341 Stochastic Modeling and Algorithms for Complex Physical Systems - Part I of II 102C
MS342 Low Mach Number AMR Combustion Simulations with PeleLM - Part I of II 102D
MS343 Data-augmented Reduced-order Modeling: Operator Learning and Closure/error Modeling - Part I of II 111A
MS344 Inverse Problems in Machine Learning - Part I of II 111B
MS345 Optimal Experimental Design for Inverse Problems - Part I of II 111C
MS346 Derivative-free and Global Optimization - Part I of II 300A
MS347 Advances in Global Sensitivity Analysis with Applications to Complex Systems - Part I of II 300B
MS348 Guidance from Early Applications of Quantum Computers 300C
MS349 BE: Wrap-up Session 302A
MS350 Multiscale and Domain Decomposition Approaches for PDEs with Rough Coefficients - Part I of II 302B
MS351 Recent Advances in Numerical Methods for Multiphase Flow Problems - Part I of II 303A
MS352 Recent Developments in Model Order Reduction Methods - Part I of II 303B
MS353 Mathematics of Energy Materials - Part I of II 201C
MS354 Next Generation FFT Algorithms in Theory and Practice: Parallel Implementations, Sparse FFTs, and Applications - Part I of II 202A
MS355 High-order Discretizations and Quadrature for Integral Equation Methods - Part I of II 202B
MS356 Modeling Resource Utilization and Contention in HPC System-Application Interactions - Part I of II 202C
MS357 Divide and Conquer Strategies for Large-scale Eigenvalue Problems - Part I of II 203
MS358 Advances in Multi-method Time Discretizations of Evolutionary PDEs - Part I of II 205
MS359 Computational Methods for Data Assimilation and Uncertainty Quantification - Part I of II 206A
MS360 Numerical Methods for Biological Fluid Dynamics - Part I of II 206B
MS361 Structure-exploiting Techniques for Approximation, Inference and Control of Complex Systems - Part I of II 206C
MS362 Structured Matrix Methods - Part I of II 206D
MS363 Summation-by-Parts: A Framework for the Development and Analysis of Modern Numerical Methods - Part I of II 207
MS364 Bringing Algorithms and New Applications to Novel Architectures - Part I of II 401A
MS365 High-order Discontinuous Galerkin and Finite Element Methods for CFD - Part I of II 401B
MS366 Hybrid Parallelization for Modern Architectures - Part I of II 401C
MS367 State-of-the-Art Auto-tuning: New Approaches and Algorithmic Innovations Towards Exascale Computing - Part I of II 402A
MS368 Meshfree Methods: Computational Advances and Applications - Part I of II 402B
MS369 Molecular and Electronic Structure Theory Meets Data Science - Part I of II 402C
CP19 Machine Learning in CSE 301
CP20 Numerical PDEs III 201B
11:25 AM - 11:30 AM Intermission
NA
11:30 AM - 1:10 PM
Concurrent Sessions
 MS370 Tensor Decomposition for High Performance Data Analytics - Part II of II Ballroom 100BC
MS371 Software Productivity and Sustainability for CSE and Data Science - Part II of II Conference Theater
MS372 Recent Development of Numerical Methods for Optics and Plasmonics - Part II of II 102A
MS373 Neutrino Transport Methods in Astrophysics - Part II of II 102B
MS374 Stochastic Modeling and Algorithms for Complex Physical Systems - Part II of II 102C
MS375 Low Mach Number AMR Combustion Simulations with PeleLM - Part II of II 102D
MS376 Data-augmented Reduced-order Modeling: Operator Learning and Closure/error Modeling - Part II of II 111A
MS377 Inverse Problems in Machine Learning - Part II of II 111B
MS378 Optimal Experimental Design for Inverse Problems - Part II of II 111C
MS379 Derivative-free and Global Optimization - Part II of II 300A
MS380 Advances in Global Sensitivity Analysis with Applications to Complex Systems - Part II of II 300B
MS381 Quantum Computing for Computational Science Applications 300C
MS382 Multiscale and Domain Decomposition Approaches for PDEs with Rough Coefficients - Part II of II 302B
MS383 Recent Advances in Numerical Methods for Multiphase Flow Problems - Part II of II 303A
MS384 Recent Developments in Model Order Reduction Methods - Part II of II 303B
MS385 Mathematics of Energy Materials - Part II of II 201C
MS386 Next Generation FFT Algorithms in Theory and Practice: Parallel Implementations, Sparse FFTs, and Applications - Part II of II 202A
MS387 High-order Discretizations and Quadrature for Integral Equation Methods - Part II of II 202B
MS388 Modeling Resource Utilization and Contention in HPC System-application Interactions - Part II of II 202C
MS389 Divide and Conquer Strategies for Large-scale Eigenvalue Problems - Part II of II 203
MS390 Advances in Multi-method Time Discretizations of Evolutionary PDEs - Part II of II 205
MS391 Computational Methods for Data Assimilation and Uncertainty Quantification - Part II of II 206A
MS392 Numerical Methods for Biological Fluid Dynamics - Part II of II 206B
MS393 Structure-exploiting Techniques for Approximation, Inference and Control of Complex Systems - Part II of II 206C
MS394 Structured Matrix Methods - Part II of II 206D
MS395 Summation-by-Parts: A Framework for the Development and Analysis of Modern Numerical Methods - Part II of II 207
MS396 Bringing Algorithms and New Applications to Novel Architectures - Part II of II 401A
MS397 High-order Discontinuous Galerkin and Finite Element Methods for CFD - Part II of II 401B
MS398 Hybrid Parallelization for Modern Architectures - Part II of II 401C
MS399 State-of-the-Art Auto-tuning: New Approaches and Algorithmic Innovations Towards Exascale Computing - Part II of II 402A
MS400 Meshfree Methods: Computational Advances and Applications - Part II of II 402B
MS401 Molecular and Electronic Structure Theory Meets Data Science - Part II of II 402C
CP21 Computational Mechanics 301
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