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Some Specific Projects Modeling and HPC US France Young Engineering Scientists symposium

Some Specific Projects

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Some Specific Projects. Modeling and HPC. The Life Sciences Session. Life Sciences Session. Common features complex problems (multiphase, multiphysics, multidomain, multi scale), often "early stage" in modelization. Life Sciences Session. Common interest Four subjects - PowerPoint PPT Presentation

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Page 1: Some Specific Projects

Some Specific Projects

Modeling and HPC

US France Young Engineering Scientists symposium

Page 2: Some Specific Projects

The Life Sciences Session

US France Young Engineering Scientists symposium

Page 3: Some Specific Projects

Common features

complex problems (multiphase, multiphysics, multidomain, multi scale),

often "early stage" in modelization.

Life Sciences Session

Page 4: Some Specific Projects

Life Sciences Session

Common interest

Four subjects

Soft tissue/fluid (medical image driven problems);Contact model/moving boundaries;Concentrate suspension;Complex geometry and (medical...) imaging.

Page 5: Some Specific Projects

Medical image driven problems

Georges Biros, Didier Auroux, Marcela Szopos, Benjamin Mauroy, Mourad Ismail, Boyce Griffith.

Right now: integration of existing codes in an open source

framework; development of benchmarks for arterial flows; sharing image-driven model datasets (when

possible); development of novel parameter estimation

algorithms.

Page 6: Some Specific Projects

Contact model /moving boundaries

Judith Hill, Vincent Martin, Marcela Szopos, Arnaud Ducrot, Olivier Saut, Benjamin Mauroy, Boyce Griffith.

Right now: a discussion of methods for moving

boundaries (we all use different ones) a beginning of a discussion on the theory

behind the contact problem (what's the right thing to do).

Page 7: Some Specific Projects

Concentrate suspension

Mourad Ismail, Judith Hill, Olivier Saut, Benjamin Mauroy.

Right now: compare different numerical methods for

complex fluids simulation include some US researchers in our ANR

project "MOSICOB" on numerical simulation of complex fluids.

share experimental data for validation of numerical methods.

Page 8: Some Specific Projects

Complex geometry and imaging

Olivier Saut, Boyce Griffith, Arnaud Ducrot.

Right now: discuss methods for mesh generation; discuss compare methods for interpolation of

medical data on the mesh (and image reconstruction).

Page 9: Some Specific Projects

The Algorithm Session

US France Young Engineering Scientists symposium

Page 10: Some Specific Projects

Error estimate-based adaptivity for fluid structure

problems

Martin Vohralik, Virginie Bonnaillie-Noel, Mourad Ismail, Martin Campos-Pinto, Boyce Griffith, Sreekanth Pannala

Page 11: Some Specific Projects

Develop and implement a general parallel adaptive scheme based on local error estimate for problems involving fluid structure interactions. Some of the properties desirable in this scheme are:

a) Optimal geometric and hierarchical adaptivity based on local errorb) Load balanced to ensure scalabilityc) Amenable to implicit fluid structure coupling

Page 12: Some Specific Projects

Numerical methods for singular reaction diffusion equations

arising in population dynamics

Arnaud DucrotMayya Tokman

Page 13: Some Specific Projects

We want to construct numerical schemes using the weak formulation of pray-predator models with Holling-Tanner like interaction.

The scheme will capture the singular behaviour of thesolutions

Page 14: Some Specific Projects

Inverse problems, parameter estimation and data

assimilation

Didier Auroux

George Biros

Page 15: Some Specific Projects

In most life and physical sciences, a crucial issue in the modelisation process is the estimation and identification of the model parameters (or some boundary conditions, or some unknown terms in the model equations). Inverse problem and data assimilation techniques (e.g. optimal control theory, Kalman filters, dual variational algorithm) allow us to calibrate the model parameters from real data sets and identify more precisely the system state.

We will combine Kalman filters with dual variational methods to explore novel methodologies for large scale data assimilation. We will conduct numerical experiments to compare the new methods with the existing state of the art.

Page 16: Some Specific Projects

Development of Parallel Solvers for Highly Anisotropic

Parabolic Linear Systems Arising in Resistive MHD and

Radiation TransportFrederic Magoules

Daniel Reynolds

Bronson Messer

Page 17: Some Specific Projects

We consider linear systems arising from highly anisotropic, parabolic differential equations relevant to fusion plasmas and astrophysical radiation transport. We will investigate parallel Domain Decomposition algorithms on these problems. Such approaches may promise increased robustness over multigrid methods for highly anisotropic and spatially adaptive systems on such problems.

Page 18: Some Specific Projects

“Non-life sciences” and

“Software and libraries”Sessions

US France Young Engineering Scientists symposium

Page 19: Some Specific Projects

Parallel in Time and Space Algorithms for Fluid

Mechanics

F. Magoules

K. Evans

G. Staffelbach

R. Mills

Page 20: Some Specific Projects

Parallel in Time and Space Algorithms for Fluid Mechanics

• We will investigate computational efficiency improvements for computational fluid dynamics through an adaptation of the parallel method both in time and space. First, development of an implicit solver will allow larger time steps on relatively coarse grids to create 'seed' values along a time dependent run. The seed values allow a subsequent refinement of decomposed time domains to occur in parallel. An investigation of the treatment will be performed to determine the feasibility of scalability to 500K processors using space and time decomposition.

Page 21: Some Specific Projects

Combined Finite Element and Finite Volume Schemes for

Subsurface Flows

Martin Vohralik

Richard Mills

Sreekanta Parmala

Page 22: Some Specific Projects

Combined Finite Element and Finite Volume Schemes for Subsurface Flows

Develop and implement a scalable scheme based on combined Finite Element (FE) and Finite Volume (FV) method for subsurface flow and transport with full anisotropic heterogeneous tensor and the following properties:

1. One unknown/element2. Symmetric Positive Definite matrix3. With proven existence and uniqueness4. General mesh (non-convex, non-matching)5. Local conservation6. Linear7. Discrete maximum principle

Page 23: Some Specific Projects

Efficient Preconditioning Strategies for Neutral Particle

Transport

Dinesh Kaushik

Broson Messer

Laura Grigori

Julien Salomon

Page 24: Some Specific Projects

Efficient Preconditioning Strategies for Neutral Particle Transport

The neutron transport equation is seven dimensional (three in space, two in angle, one in energy, and the last in time). The discretized form of this equation gives rise to massive linear systems that need to be solved on large-scale parallel machines. In order to do this in reasonable amount of time, efficient preconditioners are essential. In this collaborative effort, we will work on custom precondtioners that take advantage of the matrix structure. These preconditioners will be applied to the astrophysics (neutrino transport) and nuclear reactor applications (neutron transport). We will also explore the opportunities for preconditioning using techniques from parallelization in the time dimension.

Page 25: Some Specific Projects

Theoretical Analysis of the Eigenspectrum of the Dirac

Equation

James Brannick

Virginie Bonnaillie-Noel

Page 26: Some Specific Projects

Theoretical Analysis of the Eigenspectrum of the Dirac Equation

• The aim of the project is to analyze the properties of the eigenspectrum of the Dirac equation of

• QCD. Initially, we propose to study the simplified Schwinger model of Quantum Electrodynamics

• with a U(1) potential.

• The goals will be as follows:

– Conduct theoretical analysis to determine the behavior and localization of the eigenfuntions

– Develop a gauge invariant discretization using Finite Elements -- – current discretizations are essentially limited to finite difference schemes.– Explore the theoretical results using this numerical model.

– Generalize the results obtained for this model to the QCD equation with SU(3) gauge.

Page 27: Some Specific Projects

Integrating Adaptive Grids with Nonlinear Solvers for Problems in

Plasma Physics

Martin Compos-Pinto

Mayya Tokman

Daniel Reynolds

Page 28: Some Specific Projects

Integrating Adaptive Grids with Nonlinear Solvers for Problems in

Plasma Physics The presence of complex nonlinear interactions of multiple spacial and

tem- poral scales make numerical solutions of equations such as Vlasov or MHD a challenging task. To address this problem, it is highly desirable to construct numerical schemes which integrate efficient adaptive approaches to discreti- zations in space and time. By combining expertise of French researchers in time evolution of adaptive space discretizations and American counterparts in efficient time integrators for nonlinear systems, we plan to investigate pos- sibilities for designing innovative numerical methods for problems in plasma physics.

Page 29: Some Specific Projects

Exploring Coupling Strategies Using PALM for Multiphysics Nuclear Reactor

Simulations

Dinesh Kaushik

Gabriel Staffelbach

Laura Grigori

Page 30: Some Specific Projects

Exploring Coupling Strategies Using PALM for Multiphysics Nuclear Reactor

Simulations• Nuclear reactor core simulations require coupling among different

physics areas such as neutronics, thermal hydraulics, and structural mechanics. This coupling needs to be accurate (not to compromise accuracy from each physics component) and parallel (to support large-scale simulations). We will explore using PALM software for coupling mutiphysics codes from Argonne. PALM is developed by the PALM Team at CERFACS (http://www.cerfacs.fr/~palm/). Various coupling approaches will be tested with scalability and ease of use in mind. We will also attempt to construct accurate interpolation schemes and preconditioning techniques designed for the coupled systems.