Vincent Heuveline

Orcid: 0000-0002-2217-7558

Affiliations:
  • Heidelberg Institute for Theoretical Studies, Germany


According to our database1, Vincent Heuveline authored at least 91 papers between 1996 and 2024.

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Bibliography

2024
Graph Neural Networks for Individual Treatment Effect Estimation.
IEEE Access, 2024

SYCL-Bench 2020: Benchmarking SYCL 2020 on AMD, Intel, and NVIDIA GPUs.
Proceedings of the 12th International Workshop on OpenCL and SYCL, 2024

AdaptiveCpp Stdpar: C++ Standard Parallelism Integrated Into a SYCL Compiler.
Proceedings of the 12th International Workshop on OpenCL and SYCL, 2024

Validating CESU-8 Encoded Text Utilising SIMD Instructions.
Proceedings of the 13th International Conference on Software and Computer Applications, 2024

Increasing Detection Rate for Imbalanced Malicious Traffic using Generative Adversarial Networks.
Proceedings of the European Interdisciplinary Cybersecurity Conference, 2024

2023
Natural variability in bee brain size and symmetry revealed by micro-CT imaging and deep learning.
PLoS Comput. Biol., October, 2023

Multi-view-AE: A Python package for multi-view autoencoder models.
J. Open Source Softw., June, 2023

HEDI: First-Time Clinical Application and Results of a Biomechanical Evaluation and Visualisation Tool for Incisional Hernia Repair.
CoRR, 2023

Shot Noise Reduction in Radiographic and Tomographic Multi-Channel Imaging with Self-Supervised Deep Learning.
CoRR, 2023

Optimizing the Procedure of CT Segmentation Labeling.
CoRR, 2023

Deep Learning and Explainable Artificial Intelligence for Improving Specificity and Detecting Metabolic Patterns in Newborn Screening.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Explainable Artificial Intelligence for Improving a Session-Based Malware Traffic Classification with Deep Learning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

One Pass to Bind Them: The First Single-Pass SYCL Compiler with Unified Code Representation Across Backends.
Proceedings of the 2023 International Workshop on OpenCL, 2023

Implementation Techniques for SPMD Kernels on CPUs.
Proceedings of the 2023 International Workshop on OpenCL, 2023

A Knowledge Distillation Framework for Multi-Organ Segmentation of Medaka Fish in Tomographic Image.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Using the Order of Tomographic Slices as a Prior for Neural Networks Pre-Training.
CoRR, 2022

Exploring the possibility of a hipSYCL-based implementation of oneAPI.
Proceedings of the IWOCL'22: International Workshop on OpenCL, Bristol, United Kingdom, May 10, 2022

How much SYCL does a compiler need? Experiences from the implementation of SYCL as a library for nvc++.
Proceedings of the IWOCL'22: International Workshop on OpenCL, Bristol, United Kingdom, May 10, 2022

Compiler-aided nd-range parallel-for implementations on CPU in hipSYCL.
Proceedings of the IWOCL'22: International Workshop on OpenCL, Bristol, United Kingdom, May 10, 2022

2021
A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels.
ACM Trans. Archit. Code Optim., 2021

Mathematical modeling of multiple pathways in colorectal carcinogenesis using dynamical systems with Kronecker structure.
PLoS Comput. Biol., 2021

Benchmarking and Extending SYCL Hierarchical Parallelism.
Proceedings of the IEEE/ACM International Workshop on Hierarchical Parallelism for Exascale Computing, 2021

hipSYCL in 2021: Peculiarities, unique features and SYCL 2020.
Proceedings of the IWOCL'21: International Workshop on OpenCL, Munich Germany, April, 2021, 2021

2020
Extraction of Spatial-Temporal Features of Bus Loads in Electric Grids Through Clustering in a Dynamic Model Space.
IEEE Access, 2020

SYCL-Bench: A Versatile Single-Source Benchmark Suite for Heterogeneous Computing.
Proceedings of the IWOCL '20: International Workshop on OpenCL, 2020

SYCL beyond OpenCL: The architecture, current state and future direction of hipSYCL.
Proceedings of the IWOCL '20: International Workshop on OpenCL, 2020

SYCL-Bench: A Versatile Cross-Platform Benchmark Suite for Heterogeneous Computing.
Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2019
GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver.
Proceedings of the 36th International Conference on Machine Learning, 2019

2017
Energy-efficient multigrid smoothers and grid transfer operators on multi-core and GPU clusters.
J. Parallel Distributed Comput., 2017

Exploring impacts of vegetated buffer strips on nitrogen cycling using a spatially explicit hydro-biogeochemical modeling approach.
Environ. Model. Softw., 2017

Towards Cognition-Guided Patient-Specific FEM-Based Cardiac Surgery Simulation.
Proceedings of the Functional Imaging and Modelling of the Heart, 2017

2016
A Newton-Galerkin Method for Fluid Flow Exhibiting Uncertain Periodic Dynamics.
SIAM Rev., 2016

Editorial for the special issue on energy-aware high performance computing.
Comput. Sci. Res. Dev., 2016

Uncertainty Quantification and High Performance Computing (Dagstuhl Seminar 16372).
Dagstuhl Reports, 2016

Comprehensive patient-specific information preprocessing for cardiac surgery simulations.
Int. J. Comput. Assist. Radiol. Surg., 2016

Enhancing a diffusion algorithm for 4D image segmentation using local information.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Cognitive tools pipeline for assistance of mitral valve surgery.
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

A GPU Based Diffusion Method for Whole-Heart and Great Vessel Segmentation.
Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

FPGA-accelerated Richardson-Lucy deconvolution for 3D image data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Reducing Energy Consumption of Data Transfers Using Runtime Data Type Conversion.
Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016

2015
PDE Modeling with Modelica via FMI Import of HiFlow3 C++ Components with Parallel Multi-core Simulations.
Simul. Notes Eur., 2015

Integration of a biomechanical simulation for mitral valve reconstruction into a knowledge-based surgery assistance system.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Interdisciplinary Practical Course on Parallel Finite Element Method Using HiFlow ^3.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

Clustering of Complex Data-Sets Using Fractal Similarity Measures and Uncertainties.
Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015

2014
PDE Modeling with Modelica via FMI Import of HiFlow3 C++ Components.
Simul. Notes Eur., 2014

A Newton-Galerkin Method for Fluid Flow Exhibiting Uncertain Periodic Dynamics.
SIAM/ASA J. Uncertain. Quantification, 2014

A unified energy footprint for simulation software.
Comput. Sci. Res. Dev., 2014

Adjoint-based estimation and optimization for column liquid chromatography models.
Comput. Chem. Eng., 2014

The Medical Simulation Markup Language - Simplifying the Biomechanical Modeling Workflow.
Proceedings of the Medicine Meets Virtual Reality 21 - NextMed, 2014

Evaluation of the Global Address Space Programming Interface (GASPI).
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Integration einer Biomechanischen Simulation zur Unterstützung von Mitralklappen-Rekonstruktionen in ein Wissensbasiertes Assistenzsystem.
Proceedings of the 13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2014

2013
A block-asynchronous relaxation method for graphics processing units.
J. Parallel Distributed Comput., 2013

Adjoint-based fluid flow control and optimisation with lattice Boltzmann methods.
Comput. Math. Appl., 2013

Accurate surface embedding for higher order finite elements.
Proceedings of the ACM SIGGRAPH / Eurographics Symposium on Computer Animation, 2013

Evaluation of Two Formulations of the Conjugate Gradients Method with Transactional Memory.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

A Data-Driven Approach for Executing the CG Method on Reconfigurable High-Performance Systems.
Proceedings of the Architecture of Computing Systems - ARCS 2013, 2013

2012
Block-asynchronous Multigrid Smoothers for GPU-accelerated Systems.
Proceedings of the International Conference on Computational Science, 2012

Optimization of power consumption in the iterative solution of sparse linear systems on graphics processors.
Comput. Sci. Res. Dev., 2012

A survey on hardware-aware and heterogeneous computing on multicore processors and accelerators.
Concurr. Comput. Pract. Exp., 2012

Software Transactional Memory, OpenMP and Pthread Implementations of the Conjugate Gradients Method - A Preliminary Evaluation.
Proceedings of the High Performance Computing for Computational Science, 2012

Aortic Coarctation Simulation Based on the Lattice Boltzmann Method: Benchmark Results.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012


Optimized Hybrid Parallel Lattice Boltzmann Fluid Flow Simulations on Complex Geometries.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Weighted Block-Asynchronous Iteration on GPU-Accelerated Systems.
Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

GPU-Accelerated Asynchronous Error Correction for Mixed Precision Iterative Refinement.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011

Numerical Defect Correction as an Algorithm-Based Fault Tolerance Technique for Iterative Solvers.
Proceedings of the 17th IEEE Pacific Rim International Symposium on Dependable Computing, 2011

Power Consumption of Mixed Precision in the Iterative Solution of Sparse Linear Systems.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Parallel Smoothers for Matrix-Based Geometric Multigrid Methods on Locally Refined Meshes Using Multicore CPUs and GPUs.
Proceedings of the Facing the Multicore - Challenge II, 2011

Analysis and optimization of power consumption in the iterative solution of sparse linear systems on multi-core and many-core platforms.
Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

2010
Energy efficiency of mixed precision iterative refinement methods using hybrid hardware platforms - An evaluation of different solver and hardware configurations.
Comput. Sci. Res. Dev., 2010

The Impact of Data Distribution in Accuracy and Performance of Parallel Linear Algebra Subroutines.
Proceedings of the High Performance Computing for Computational Science - VECPAR 2010, 2010

An Error Correction Solver for Linear Systems: Evaluation of Mixed Precision Implementations.
Proceedings of the High Performance Computing for Computational Science - VECPAR 2010, 2010

Mixed Precision Iterative Refinement Methods for Linear Systems: Convergence Analysis Based on Krylov Subspace Methods.
Proceedings of the Applied Parallel and Scientific Computing, 2010

Parallel 3D Multigrid Methods on the STI Cell BE Architecture.
Proceedings of the Facing the Multicore-Challenge, 2010

Hybrid Parallel Simulations of Fluid Flows in Complex Geometries: Application to the Human Lungs.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

Scalable Multi-coloring Preconditioning for Multi-core CPUs and GPUs.
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010

Design and Implementation of Distributed Meshes in HiFlow<sup>3</sup>.
Proceedings of the Competence in High Performance Computing 2010, 2010

2009
Shape optimization towards stability in constrained hydrodynamic systems.
J. Comput. Phys., 2009

Towards a hybrid parallelization of lattice Boltzmann methods.
Comput. Math. Appl., 2009

Optimized Stencil Computation Using In-Place Calculation on Modern Multicore Systems.
Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008
Existence and approximation results for shape optimization problems in rotordynamics.
Numerische Mathematik, 2008

High Performance Computing and Discrete Dislocation Dynamics: Plasticity of Micrometer Sized Specimens.
Proceedings of the High Performance Computing in Science and Engineering '08, 2008

2007
<i>H</i> <sup>1</sup>-interpolation on quadrilateral and hexahedral meshes with hanging nodes.
Computing, 2007

2006
Online Checkpointing for Parallel Adjoint Computation in PDEs: Application to Goal-Oriented Adaptivity and Flow Control.
Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2003
Duality-based adaptivity in the <i>hp</i>-finite element method.
J. Num. Math., 2003

On the Numerical Simulation of the Free Fall Problem.
Proceedings of the Modeling, 2003

2001
A posteriori error control for finite element approximations of elliptic eigenvalue problems.
Adv. Comput. Math., 2001

1997
Parallel computation of spectral portrait of large matrices by Davidson type methods.
Numer. Algorithms, 1997

1996
Chebyshev acceleration techniques for large complex non hermitian eigenvalue problems.
Reliab. Comput., 1996

Parallel Computation of Spectral Portrait of Large Matrices.
Proceedings of the Applied Parallel Computing, 1996


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