Olaf Schenk

Orcid: 0000-0001-8636-1023

According to our database1, Olaf Schenk authored at least 84 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Data-Driven Unit Commitment Refinement - a Scalable Approach for Complex Modern Power Grids.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
Sparse Quadratic Approximation for Graph Learning.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Level-Based Blocking for Sparse Matrices: Sparse Matrix-Power-Vector Multiplication.
IEEE Trans. Parallel Distributed Syst., February, 2023

Parallelized integrated nested Laplace approximations for fast Bayesian inference.
Stat. Comput., 2023

Application of deep and reinforcement learning to boundary control problems.
CoRR, 2023

Sensitivity Analysis of High-Dimensional Models with Correlated Inputs.
CoRR, 2023

Integrated Nested Laplace Approximations for Large-Scale Spatial-Temporal Bayesian Modeling.
CoRR, 2023

AI Driven Near Real-time Locational Marginal Pricing Method: A Feasibility and Robustness Study.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022
Multiway p-spectral graph cuts on Grassmann manifolds.
Mach. Learn., 2022

Multiresolution kernel matrix algebra.
CoRR, 2022

2021
Guest editorial: Virtual special issue on parallel matrix algorithms and applications (PMAA'18).
Parallel Comput., 2021

New Frontiers in Bayesian Modeling Using the INLA Package in R.
J. Stat. Softw., 2021

Block-enhanced precision matrix estimation for large-scale datasets.
J. Comput. Sci., 2021

2020
EXASTEEL: Towards a Virtual Laboratory for the Multiscale Simulation of Dual-Phase Steel Using High-Performance Computing.
Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

A Recursive Algebraic Coloring Technique for Hardware-efficient Symmetric Sparse Matrix-vector Multiplication.
ACM Trans. Parallel Comput., 2020

K-way p-spectral clustering on Grassmann manifolds.
CoRR, 2020

Reduced-Space Interior Point Methods in Power Grid Problems.
CoRR, 2020

2019
Large-scale Sparse Inverse Covariance Matrix Estimation.
SIAM J. Sci. Comput., 2019

High Performance Block Incomplete LU Factorization.
CoRR, 2019

Structure Exploiting Interior Point Methods.
CoRR, 2019

State-of-The-Art Sparse Direct Solvers.
CoRR, 2019

2018
Special issue on parallel matrix algorithms and applications (PMAA'16).
Parallel Comput., 2018

Optimizing gas networks using adjoint gradients.
CoRR, 2018

Distributed memory sparse inverse covariance matrix estimation on high-performance computing architectures.
Proceedings of the International Conference for High Performance Computing, 2018

Multicore Performance Engineering of Sparse Triangular Solves Using a Modified Roofline Model.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Highly Scalable Stencil-Based Matrix-Free Stochastic Estimator for the Diagonal of the Inverse.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Balanced Graph Partition Refinement using the Graph p-Laplacian.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2018

Rethinking large-scale Economic Modeling for Efficiency: Optimizations for GPU and Xeon Phi Clusters.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Viscoelastic Crustal Deformation Computation Method with Reduced Random Memory Accesses for GPU-Based Computers.
Proceedings of the Computational Science - ICCS 2018, 2018

2017
Enhancing the scalability of selected inversion factorization algorithms in genomic prediction.
J. Comput. Sci., 2017

Newmark local time stepping on high-performance computing architectures.
J. Comput. Phys., 2017

Compile-Time Symbolic Differentiation Using C++ Expression Templates.
CoRR, 2017

Special issue: Advanced stencil-code engineering.
Concurr. Comput. Pract. Exp., 2017

Parallelized Dimensional Decomposition for Large-Scale Dynamic Stochastic Economic Models.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2017

A High Arithmetic Intensity Krylov Subspace Method Based on Stencil Compiler Programs.
Proceedings of the High Performance Computing in Science and Engineering, 2017

2015
Special issue on Parallel Matrix Algorithms and Applications (PMAA'14).
Parallel Comput., 2015

Scalable high-dimensional dynamic stochastic economic modeling.
J. Comput. Sci., 2015

Advanced Stencil-Code Engineering (Dagstuhl Seminar 15161).
Dagstuhl Reports, 2015

Towards Parallel Large-Scale Genomic Prediction by Coupling Sparse and Dense Matrix Algebra.
Proceedings of the 23rd Euromicro International Conference on Parallel, 2015

Load-Balanced Local Time Stepping for Large-Scale Wave Propagation.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Efficient Implementation of Total FETI Solver for Graphic Processing Units Using Schur Complement.
Proceedings of the High Performance Computing in Science and Engineering, 2015

2014
An Augmented Incomplete Factorization Approach for Computing the Schur Complement in Stochastic Optimization.
SIAM J. Sci. Comput., 2014

Inexact Interior-Point Method for PDE-Constrained Nonlinear Optimization.
SIAM J. Sci. Comput., 2014

Parallel matrix algorithms.
Parallel Comput., 2014

Fast parallel algorithms for graph similarity and matching.
J. Parallel Distributed Comput., 2014

Real-Time Stochastic Optimization of Complex Energy Systems on High-Performance Computers.
Comput. Sci. Eng., 2014

2013
Fast Methods for Computing Selected Elements of the Green's Function in Massively Parallel Nanoelectronic Device Simulations.
Proceedings of the Euro-Par 2013 Parallel Processing, 2013

2012
A Performance Study of an Anelastic Wave Propagation Code Using Auto-tuned Stencil Computations.
Proceedings of the International Conference on Computational Science, 2012

An auction-based weighted matching implementation on massively parallel architectures.
Parallel Comput., 2012

A note on the implementation of an interior-point algorithm for nonlinear optimization with inexact step computations.
Math. Program., 2012

Forward and adjoint simulations of seismic wave propagation on emerging large-scale GPU architectures.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

Patus for convenient high-performance stencils: evaluation in earthquake simulations.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

2011
PARDISO.
Proceedings of the Encyclopedia of Parallel Computing, 2011

Interior Point Methods for the Inverse Medium Problem on Massively Parallel Architectures.
Proceedings of the International Conference on Computational Science, 2011

Special issue on Parallel Matrix Algorithms and Applications (PMAA'10).
Parallel Comput., 2011

Automatic code generation and tuning for stencil kernels on modern shared memory architectures.
Comput. Sci. Res. Dev., 2011

PATUS: A Code Generation and Autotuning Framework for Parallel Iterative Stencil Computations on Modern Microarchitectures.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

2010
An Interior-Point Algorithm for Large-Scale Nonlinear Optimization with Inexact Step Computations.
SIAM J. Sci. Comput., 2010

Manycore Stencil Computations in Hyperthermia Applications.
Proceedings of the Scientific Computing with Multicore and Accelerators., 2010

2009
Algebraic Multilevel Preconditioner for the Helmholtz Equation in Heterogeneous Media.
SIAM J. Sci. Comput., 2009

Parallel scalable PDE-constrained optimization: antenna identification in hyperthermia cancer treatment planning.
Comput. Sci. Res. Dev., 2009

Parallel data-locality aware stencil computations on modern micro-architectures.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

PSPIKE: A Parallel Hybrid Sparse Linear System Solver.
Proceedings of the Euro-Par 2009 Parallel Processing, 2009

Solving Bi-objective Many-Constraint Bin Packing Problems in Automobile Sheet Metal Forming Processes.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

09061 Abstracts Collection - Combinatorial Scientific Computing.
Proceedings of the Combinatorial Scientific Computing, 01.02. - 06.02.2009, 2009

2008
Inertia-Revealing Preconditioning For Large-Scale Nonconvex Constrained Optimization.
SIAM J. Sci. Comput., 2008

Algorithmic performance studies on graphics processing units.
J. Parallel Distributed Comput., 2008

Towards Personalized Medicine: High-Performance Computing in the Life Sciences.
ERCIM News, 2008

2007
Matching-based preprocessing algorithms to the solution of saddle-point problems in large-scale nonconvex interior-point optimization.
Comput. Optim. Appl., 2007

2006
On Large-Scale Diagonalization Techniques for the Anderson Model of Localization.
SIAM J. Sci. Comput., 2006

Weighted Matchings for Preconditioning Symmetric Indefinite Linear Systems.
SIAM J. Sci. Comput., 2006

2005
Special section: SPEEDUP Workshop on Modern algorithms in computational science and information technology.
Future Gener. Comput. Syst., 2005

Efficiency Considerations in Solving Smoluchowski Equations for Rough Potentials.
Proceedings of the Computational Life Sciences, First International Symposium, 2005

2004
The effects of unsymmetric matrix permutations and scalings in semiconductor device and circuit simulation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2004

Solving unsymmetric sparse systems of linear equations with PARDISO.
Future Gener. Comput. Syst., 2004

Maximum-Weighted Matching Strategies and the Application to Symmetric Indefinite Systems.
Proceedings of the Applied Parallel Computing, 2004

Task-Queue Based Hybrid Parallelism: A Case Study.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2002
Two-level dynamic scheduling in PARDISO: Improved scalability on shared memory multiprocessing systems .
Parallel Comput., 2002

2001
PARDISO: a high-performance serial and parallel sparse linear solver in semiconductor device simulation.
Future Gener. Comput. Syst., 2001

Sparse Factorization with Two Level Scheduling in PARDISO.
Proceedings of the Tenth SIAM Conference on Parallel Processing for Scientific Computing, 2001

2000
Scalable parallel sparse LU factorization methods on shared memory multiprocessors.
PhD thesis, 2000

1999
Application of Parallel Sparse Direct Methods in Semiconductor Device and Process Simulation.
Proceedings of the High Performance Computing, Second International Symposium, 1999

Scalable Parallel Sparse Factorization with Left-Right Looking Strategy on Shared Memory Multoprocessors.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999

1994
Parallelization of Large Scale Ocean Models by Data Decomposition.
Proceedings of the High-Performance Computing and Networking, 1994


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