Publications
In this page are listed all recent and past publications of the SDLQM team.
Poster (After Call)
Learning Materials at eXascale
ISC High Performance 2024, ISC24, HamburgHamburg, Germany, 12 May 2024 - 16 May 2024
[10.34734/FZJ-2025-02426]
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ChASE-library/ChASE: Added CI pipeline for automatic building and testing (v1.5.0)
[10.5281/ZENODO.13850610]
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Journal Article
Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions
Frontiers in applied mathematics and statistics 10, 1355726 (2024) [10.3389/fams.2024.1355726]
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Software
ChASE-library/ChASE: ChASE (v1.4.0)
[10.5281/ZENODO.8220811]
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Preprint
Computing formation enthalpies through an explainable machine learning method: the case of Lanthanide Orthophosphates solid solutions
arXiv (2023) [10.48550/ARXIV.2303.03748]
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Poster (Other)
CASA Simulation and Data Lab Quantum Materials
JSC's End-of-Year Colloquium 2023, JülichJülich, Germany, 5 Dec 2023 - 5 Dec 2023
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Talk (non-conference) (Other)
The evolution of chase towards JUWELS Booster execution at scale
JSC's End-of-Year Colloquium 2023, GermanyGermany, 5 Dec 2023 - 5 Dec 2023
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Conference Presentation (After Call)
Advancing the Distributed Multi-GPU ChASE Library through Algorithm Optimization and NCCL Library
14th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Heterogeneous Systems, ScalAH23, DenverDenver, USA, 12 Nov 2023 - 17 Nov 2023
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Contribution to a conference proceedings
Advancing the distributed Multi-GPU ChASE library through algorithm optimization and NCCL library
SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 2023
ACM New York, NY, USA 1688–1696 (2023) [10.1145/3624062.3624249]
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Software
ChASE-library/ChASE: ChASE v1.3.0. Major release.
[10.5281/ZENODO.7716786]
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Software
SMG2S: v1.2.0 Release
[10.5281/ZENODO.2692117]
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Software
ChASE-library/ChASE: ChASE v1.1.2 Release
[10.5281/ZENODO.6639466]
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Lecture (Invited)
High-Performance Matrix Computations: Sparse Matrix Applications: CG & PageRank
Lecture at RWTH Aachen (Germany), 26 Jan 2022 - 26 Jan 2022
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Lecture (Invited)
High-Performance Matrix Computations: Sparse Matrix Representations and Computations
Lecture at RWTH Aachen (Germany), 24 Jan 2022 - 24 Jan 2022
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Conference Presentation (After Call)
ChASE - A Distributed Hybrid CPU-GPU Eigensolver for Large-scale Hermitian Eigenvalue Problems
Platform for Advanced Scientific Computing, PASC22, BaselBasel, Switzerland, 27 Jun 2022 - 29 Jun 2022
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Journal Article
Editorial: High-performance tensor computations in scientific computing and data science
Frontiers in applied mathematics and statistics 8, 1038885 (2022) [10.3389/fams.2022.1038885]
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Conference Presentation (Invited)
ChAS(E)ing Hermitian dense eigenproblems with subspace iteration on large scale hybrid platforms with application to DFT
CECAM workshop -- Challenges and Advances in Solving Eigenproblems for Electronic-Structure Theory, LausanneLausanne, Switzerland, 15 Nov 2022 - 18 Nov 2022
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Internal Report
Abschlussbericht METIS - Methods und Models for Energy Transformation and Integration Systems
50 pp. (2022)
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Contribution to a conference proceedings/Contribution to a book
ChASE - A Distributed Hybrid CPU-GPU Eigensolver for Large-scale Hermitian Eigenvalue Problems
Proceedings of the Platform for Advanced Scientific Computing Conference - ACM New York, NY, USA, 2022. - ISBN 9781450394109 - doi:10.1145/3539781.3539792
Platform for Advanced Scientific Computing, PASC22, BaselBasel, Switzerland, 27 Jun 2022 - 29 Jun 2022
ACM New York, NY, USA 12 pages (2022) [10.1145/3539781.3539792]
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Journal Article
Electronic instabilities in Penrose quasicrystals: Competition, coexistence, and collaboration of order
Physical review research 3(2), 023180 (2021) [10.1103/PhysRevResearch.3.023180]
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Journal Article
Tracking the Footprints of Spin Fluctuations: A MultiMethod, MultiMessenger Study of the Two-Dimensional Hubbard Model
Physical review / X 11(1), 011058 (2021) [10.1103/PhysRevX.11.011058]
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Conference Presentation (Other)
Kerker mixing scheme for self-consistent muffin-tin based all-electron electronic structure calculations
APS March Meeting 2021, OnlineOnline, USA, 15 Mar 2021 - 19 Mar 2021
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Journal Article
Solution to the modified Helmholtz equation for arbitrary periodic charge densities
Frontiers in physics 8, 618142 (2021) [10.3389/fphy.2020.618142]
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Journal Article
Solving the Bethe-Salpeter equation on massively parallel architectures
Computer physics communications 267, 108081 (2021) [10.1016/j.cpc.2021.108081]
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Journal Article
Rational Spectral Filters with Optimal Convergence Rate
SIAM journal on scientific computing 43(4), A2660–A2684 (2021) [10.1137/20M1313933]
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Journal Article
Quasi-particle functional Renormalisation Group calculations in the two-dimensional half-filled Hubbard model at finite temperatures
SciPost physics 9(6), 084 (2020) [10.21468/SciPostPhys.9.6.084]
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Journal Article
Kerker mixing scheme for self-consistent muffin-tin based all-electron electronic structure calculations
Physical review / B 102(19), 195138 (2020) [10.1103/PhysRevB.102.195138]
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Journal Article
Pseudogap opening in the two-dimensional Hubbard model: A functional renormalization group analysis
Physical review research 2(3), 033068 (2020) [10.1103/PhysRevResearch.2.033068]
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Contribution to a conference proceedings/Contribution to a book
Developing Exascale Computing at JSC
NIC Symposium 2020
NIC Symposium 2020, JülichJülich, Deutschland, 27 Feb 2020 - 28 Feb 2020
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 50, 1 - 19 (2020)
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Journal Article
A Modified Ising Model of Barabási-Albert Network with Gene-type Spins
Journal of mathematical biology 81, 769–798 (2020) [10.1007/s00285-020-01518-6]
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Journal Article
The LAPW Method with Eigendecomposition Based on the Hari--Zimmermann Generalized Hyperbolic SVD
SIAM journal on scientific computing 42(5), C265–C293 (2020) [10.1137/19M1277813]
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Conference Presentation (Plenary/Keynote)
SimLab Quantum Materials: A model for domain-specific sustainable support and development
Workshop on High-performance Computing for functional Renormalization Group, HPC4fRG, RWTH AachenAachen, RWTH Aachen, Germany, 8 Jul 2019 - 9 Jul 2019
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Conference Presentation (Plenary/Keynote)
Filtering Subspaces: How Parallelism and HPC gave new life to an old eigenvalue solver method
13th Workshop on Parallel Numerics, ParNum19, DubrovnikDubrovnik, Croatia, 28 Oct 2019 - 30 Oct 2019
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Conference Presentation (Invited)
Optimizing rational filters for interior eigenvalue solvers
SPPEXA Final Symposium 2019, SPPEXA, DresdenDresden, Germany, 21 Oct 2019 - 23 Oct 2019
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Conference Presentation (Invited)
The ChASE library for Large Hermitian Eigenvalue Problems
SIAM Computational Science and Engineering, CSE 19, SpokaneSpokane, USA, 24 Feb 2019 - 1 Mar 2019
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Poster (After Call)
A Spherical Harmonic Oscillator Basis for Reduced Bandwidth Requirements
Platform for Advanced Scientific Computing Conference, PASC19, ETH ZurichZurich, ETH Zurich, Switzerland, 12 Jun 2019 - 14 Jun 2019
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Contribution to a conference proceedings/Contribution to a book
Analytical PAW Projector Functions for Reduced Bandwidth Requirements
Proceedings of the Platform for Advanced Scientific Computing Conference on - PASC '19 - ACM Press New York, New York, USA, 2019. - ISBN 9781450367707 - doi:10.1145/3324989.3325717
the Platform for Advanced Scientific Computing Conference, PASC19, ZurichZurich, Switzerland, 12 Jun 2019 - 14 Jun 2019
New York : ACM Press 7:1--7:11 (2019) [10.1145/3324989.3325717]
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Poster (Other)
METIS - Methods and Models for Energy Transformation and Integration Systems
Präsenztreffen des Forschungsnetzwerk Energie - Energiesystemanalyse, AachenAachen, Germany, 23 May 2019 - 24 May 2019
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Journal Article
Non-linear Least-Squares Optimization of Rational Filters for the Solution of Interior Hermitian Eigenvalue Problems
Frontiers in applied mathematics and statistics 5, 5 (2019) [10.3389/fams.2019.00005]
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Journal Article
ChASE: Chebyshev Accelerated Subspace iteration Eigensolver for sequences of Hermitian eigenvalue problems
ACM transactions on mathematical software 45(2), 21 (2019) [10.1145/3313828]
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Conference Presentation (Invited)
The ChASE Library: parameter elimination and software architecture
10th International Workshop on Parallel Matrix Algorithms and Applications, PMAA18, ZurichZurich, Switzerland, 27 Jun 2018 - 29 Jun 2018
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Journal Article
Accelerating the computation of FLAPW methods on heterogeneous architectures
Concurrency and computation 30(24), e4905 - (2018) [10.1002/cpe.4905]
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Talk (non-conference) (Invited)
Simulating Quantum Materials
Seminar at Ruđer Bošković Institute, ZagrebZagreb, Croatia, 29 May 2018
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Conference Presentation (Invited)
The ChASE Library for Large Hermitian eigenvalue Problems
8th Joint Laboratory for Extreme Scale Computing Workshop, JLESC, BarcelonaBarcelona, Spain, 17 Apr 2018 - 19 Apr 2018
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Conference Presentation (Other)
The Kerker Preconditioner for FLAPW Methods with Charge Density Mixing
Frühjahrstagung der Deutschen Physikalischen Gesellschaft, BerlinBerlin, Germany, 11 Mar 2018 - 16 Mar 2018
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Journal Article
Perfect Detection of Spikes in the Linear Sub-threshold Dynamics of Point Neurons
Frontiers in neuroinformatics 11, 75 (2018) [10.3389/fninf.2017.00075]
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Talk (non-conference) (Other)
Simulating Quantum Materials: goals, obstacles and perspectives in the era of pre-exascale computing
JSC-Jahresabschlusskolloquium 2017, JülichJülich, Germany, 12 Dec 2017 - 12 Dec 2017
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Preprint
Perfect spike detection via time reversal
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Conference Presentation (Invited)
Optimizing the ChASE eigensolver for Bethe-Salpeter computations
Joint Laboratory for Extreme-Scale Computing Workshop, JLESC, Urbana-ChampaignUrbana-Champaign, USA, 17 Jul 2017 - 19 Jul 2017
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Conference Presentation (Plenary/Keynote)
Linear algebra tasks in Materials Science: optimization and portability
Accelerated Data and Computing Workshop, ADAC, San JoseSan Jose, USA, 17 Jul 2017 - 18 Jul 2017
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Journal Article
The Jülich Supercomputing Centre Launches the New SimLab Quantum Materials
Innovatives Supercomputing in Deutschland 15(1), 17-19 (2017)
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Book/Proceedings
High-Performance Scientific Computing - First JARA-HPC Symposium 2016
1st JARA-HPC Symposium, JHPCS'16, AachenAachen, Germany, 4 Oct 2016 - 5 Oct 2016
Cham : Springer International Publishing, Lecture Notes in Computer Science 10164, (2017)
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Journal Article
High-performance generation of the Hamiltonian and Overlap matrices in FLAPW methods
Computer physics communications 211, 61-72 (2017) [10.1016/j.cpc.2016.10.003]
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Journal Article
High-performance functional Renormalization Group calculations for interacting fermions
Computer physics communications 213, 100-110 (2017) [10.1016/j.cpc.2016.12.013]
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Conference Presentation (After Call)
Towards Automated Load Balancing via Spectrum Slicing for FEAST-like solvers
Joint Laboratory for Extreme Scale Computing, JLESC, KobeKobe, Japan, 30 Nov 2016 - 2 Dec 2016
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Conference Presentation (Invited)
HPC generation of the Hamiltonian and Overlap matrices in DFT methods based on linearized and augmented plane waves
Joint Laboratory for Extreme Scale Computing, JLESC, KobeKobe, Japan, 30 Nov 2016 - 2 Dec 2016
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Conference Presentation (Invited)
Efficient parallel implementation of the ChASE library on distributed CPU-GPU architectures
Joint Laboratory for Extreme Scale Computing, JLESC, KobeKobe, Japan, 30 Nov 2016 - 2 Dec 2016
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Contribution to a conference proceedings/Contribution to a book
Hybrid CPU-GPU generation of the Hamiltonian and Overlap matrices in FLAPW methods
JARA High-Performance Computing Symposium, JHPCS, AachenAachen, Germany, 4 Oct 2016 - 5 Oct 2016
Springer-Verlag, Lecture Notes in Computer Science 10164, 200-211 (2016) [10.1007/978-3-319-53862-4_17]
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Contribution to a conference proceedings/Contribution to a book
Parallel adaptive integration in high-performance functional Renormalization Group computations
JARA High-Performance Computing Symposium, JHPCS, AachenAachen, Germany, 4 Oct 2016 - 5 Oct 2016
Springer-Verlag, Lecture Notes in Computer Science 10164, 170-184 (2016) [10.1007/978-3-319-53862-4_15]
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Journal Article
Methodology for determining the electronic thermal conductivity of metals via direct nonequilibrium ab initio molecular dynamics
Physical review / B 94(7), 075149 (2016) [10.1103/PhysRevB.94.075149]
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Journal Article
Efficient estimation of eigenvalue counts in an interval
Numerical linear algebra with applications 23(4), 674-692 (2016) [10.1002/nla.2048]
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Conference Presentation (After Call)
The ChASE library on distributed and heterogeneous platforms
Parallel Matrix Algorithms and Applications, PMAA 16, BordeauxBordeaux, France, 6 Jul 2016 - 8 Jul 2016
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Talk (non-conference) (Other)
Application of the ChASE eigensolver to excitonic Hamiltonians
Joint Laboratory for Extreme Scale Computing, JLESC, LyonLyon, France, 27 Jun 2016 - 29 Jun 2016
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Poster (Other)
ChASE: Chebyshev Accelerated Subspace Eigensolver
SIAM Conference on Parallel Processing for Scientific Computing, PP16, ParisParis, France, 12 Apr 2016 - 15 Apr 2016
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Poster (Other)
Detection of spiking events in continuous-time spiking neuron models
3rd HBP Winter School, Manchester, UK, HBP, RWTH AachenManchester, RWTH Aachen, UK, 11 Jan 2016 - 15 Jan 2016
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Conference Presentation (Invited)
Enabling Large Scale LAPW DFT Calculations by a Scalable Iterative Eigensolver
SIAM Conference on Computational Science & Engineering, SIAM CSE 15, Salt Lake CitySalt Lake City, USA, 14 Mar 2015 - 18 Mar 2015
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Journal Article
An optimized and scalable eigensolver for sequences of eigenvalue problems
Concurrency and computation 27(4), 905–922 (2015) [10.1002/cpe.3394]
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Talk (non-conference) (Invited)
A knowledge-based approach to high-performance computing in ab initio simulations.
AICES Advisory Board Meeting, RWTH AachenAachen, RWTH Aachen, Germany, 14 Jul 2014
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Conference Presentation (After Call)
An optimized subspace iteration eigensolver applied to sequences of dense eigenproblems in ab initio simulations
6th International Workshop on Parallel Matrix Algorithms and Applications, PMAA14, LuganoLugano, Switzerland, 1 Jul 2014 - 4 Jul 2014
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Contribution to a conference proceedings/Contribution to a book
A Parallel and Scalable Iterative Solver for Sequences of Dense Eigenproblems Arising in FLAPW
Parallel Processing and Applied Mathematics
The 10th International Conference on Parallel Processing and Applied Mathematics, PPAM 2013, WarsawWarsaw, Poland, 8 Sep 2013 - 11 Sep 2013
Berlin, Heidelberg : Springer Berlin Heidelberg, Lecture Notes in Computer Science 8385, 395 - 406 (2014) [10.1007/978-3-642-55195-6_37]
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Journal Article
Opening Workshop of the Simulation Laboratory "Ab Initio"
Innovatives Supercomputing in Deutschland 12(1), 100-101 (2014)
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Contribution to a book
Numerical methods for the eigenvalue problem in electronic structure computations
45th IFF Spring School 2014 "Computing Solids – Models, ab-initio methods and supercomputing", ed. S. Blügel, N. Helbig, V. Meden, D. Wortmann
Juelich : Forschungszentrum Juelich GmbH, Schriften des Forschungszentrums Jülich Reihe Schlüsseltechnologien / Key Technologies 74, D3.1 - D3.28 (2014)
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Conference Presentation (After Call)
An Optimized and Scalable Iterative Eigensolver for Sequences of Dense Eigenvalue Problems
13th Copper Mountain Conference on Iterative Methods, Copper MountainCopper Mountain, United States, 6 Apr 2014 - 11 Apr 2014
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Journal Article
Towards an efficient use of the BLAS library for multilinear tensor contractions
Applied mathematics and computation 235, 454 - 468 (2014) [10.1016/j.amc.2014.02.051]
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Conference Presentation (After Call)
A Parallel and Scalable Iterative Solver for Sequences of Dense Eigenproblems Arising in FLAPW
10th International Conference on Parallel Processing and Applied Mathematics, PPAM 2013, WarsawWarsaw, Poland, 8 Sep 2013 - 11 Sep 2013
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Talk (non-conference) (Invited)
Improving the performance of applied science numerical simulations: an application to Density Functional Theory.
Seminar at Columbia University, New YorkNew York, United States, 5 Mar 2013
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Conference Presentation (Invited)
Preconditioning Chebyshev subspace iteration applied to sequences of dense eigenproblems in ab initio simulations
Numerical Analysis and Scientific Computation with Applications, NASCA13, CalaisCalais, France, 24 Jun 2013 - 26 Jun 2013
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Journal Article
Block iterative eigensolvers for sequences of correlated eigenvalue problems
Computer physics communications 184(11), 2478 - 2488 (2013) [10.1016/j.cpc.2013.06.017]
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Journal Article
Dissecting the FEAST algorithm for generalized eigenproblems
Journal of computational and applied mathematics 244, 1 - 9 (2013) [10.1016/j.cam.2012.11.014]
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Journal Article/Contribution to a conference proceedings/Contribution to a book
An example of symmetry exploitation for energy-related eigencomputations
International Conference of Computational Methods in Sciences and Engineering 2009: [Proceedings] - , 2012. - ISBN - doi:10.1063/1.4772126
International Conference of Computational Methods in Sciences and Engineering 2009, ICCMSE 2009, RhodesRhodes, Greece,
AIP conference proceedings 1504, 1134 (2012) [10.1063/1.4772126]
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Conference Presentation (Other)
Parallel block Chebyshev subspace iteration algorithm optimized for sequences of correlated dense eigenproblems
5th International Conference of the ERCIM Working Group, OviedoOviedo, Spain, 2 Dec 2012 - 2 Dec 2012
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Conference Presentation
Block iterative solvers for sequences of correlated dense eigenvalue problems
7th International Conference on Parallel Matrix Algorithms and Applications (PMAA 2012)
Seminar, London, UKLondon, UK, 28 Jun 2012
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Talk (non conference) (Invited)
Eigenproblems and Eigensolvers in Density Functional Theory
Seminar at Argonne Leadership Computing Facility
Seminar, Argonne, USAArgonne, USA, 5 Apr 2012
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Conference Presentation
Block Iterative Solvers and Sequences of Eigenproblems arising in Electronic Structure Calculations
The 12th Copper Mountain Conference on Iterative Methods
Seminar, Copper Mountain, Colorado, USACopper Mountain, Colorado, USA, 25 Mar 2012
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Journal Article
Correlations in sequences of generalized eigenproblems arising in Density Functional Theory
Computer physics communications 183, 1674 - 1682 (2012) [10.1016/j.cpc.2012.03.006]
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Poster
JARA-HPC SimLab Ab Initio
NIC Symposium 2012
Seminar, JülichJülich, 7 Feb 2012
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Journal Article
Solving dense generalized eigenproblems on multi-threaded architectures
Applied mathematics and computation 218, 11279 - 11289 (2012) [10.1016/j.amc.2012.05.020]
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Conference Presentation (Invited)
Estimating the number of eigenvalues in a interval using the eigenproblem resolvent
25th Umbrella Symposium, AachenAachen, Germany, 13 Dec 2011 - 15 Dec 2011
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Talk (non conference)
Quantum Theory of Materials: an Introduction to Density Functional Theory and its Computational Challenges
EU Regional School
Seminar, AachenAachen, 10 Nov 2011
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Conference Presentation
Sequences of generalized eigenproblems in DFT
10th IMACS International Symposium on Iterative Methods in Scientific Computing
Seminar, Marrakech, MoroccoMarrakech, Morocco, 18 May 2011
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