Embedded Files
POCI-01-0145-FEDER-028118
POCI-01-0145-FEDER-028118
ESC4SHI - Simulação e Computação eficiente para a Saúde, o Mar e a Indústria
ESC4SHI - Simulação e Computação eficiente para a Saúde, o Mar e a Indústria
17/12/2018-16/12/2021. Funding 240.000,00€
Main researcher: S. Clain
PTDC/MAT-APL/28247/2017
PTDC/MAT-APL/28247/2017
The challenge of the irrigation
The challenge of the irrigation
main researcher: Sofia Lopes. Coordinator of the numerical package: Stéphane Clain
06/2018-05-2022
Funding: 240.000,00€
FCT-ANR/MAT-NAN/0122/2012
FCT-ANR/MAT-NAN/0122/2012
New numerical schemes for extreme phenomena simulation
New numerical schemes for extreme phenomena simulation
Main researcher: S. Clain
01/03/2013--31/03/2016.
Funding: 72.460,00€.
EXPL/MAT-NAN/0606/2013
EXPL/MAT-NAN/0606/2013
VAPS- Abordagem variacional para Cirurgia Plástica.
VAPS- Abordagem variacional para Cirurgia Plástica.
01/01/2014--30/06/2015. Funding: 28.750,00 e
Main researcher: Graça Maria Reizinho Carita.
Simulation coordinator: S. Clain
PTDC/MAT/121185/2010
PTDC/MAT/121185/2010
Numerical Simulation of three-dimensional polymer flow and application to molding processes
Numerical Simulation of three-dimensional polymer flow and application to molding processes
Main researcher: S. Clain
02/04/2012--01/08/2015.
Funding: 70.000,00 €
Research lines
Research lines
I manage several topics in scientific computing and machine learning
I manage several topics in scientific computing and machine learning
Very high order numerical scheme: Development of numerical scheme of order higher than three, boundary condition on curved interface, MOOD method for hyperbolic system.
Computational efficiency and HPC: New formulations for very high order finite difference method to take advantage of the parallelism, vectorization, cache memory and contiguous data. Simulation on complex domains with structured grids.
Modelling for environmental problems: Very high order shallow water solver for tsunami simulation, coastal protection model.
Meshless methods (SPH, ...): Consistent SPH scheme, very high order SPH scheme, MOOD for SPH
Machine Learning and data sciences: Machine learning for numerical simulation, predictor-corrector, polynomial interpolation with autoencoder, utility clustering.
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