Hasan Metin Aktulga

Orcid: 0000-0003-3061-6378

According to our database1, Hasan Metin Aktulga authored at least 50 papers between 2007 and 2024.

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Bibliography

2024
OpenRAND: A performance portable, reproducible random number generation library for parallel computations.
SoftwareX, 2024

A Deep Learning Framework for Three Dimensional Shape Reconstruction from Phaseless Acoustic Scattering Far-field Data.
CoRR, 2024

2023
Hybrid eigensolvers for nuclear configuration interaction calculations.
Comput. Phys. Commun., November, 2023

AmberTools.
J. Chem. Inf. Model., October, 2023

Quantum Mechanics/Molecular Mechanics Simulations on NVIDIA and AMD Graphics Processing Units.
J. Chem. Inf. Model., February, 2023

End-to-End Differentiable Reactive Molecular Dynamics Simulations Using JAX.
Proceedings of the High Performance Computing - 38th International Conference, 2023

2022
High Performance Evaluation of Helmholtz Potentials Using the Multi-Level Fast Multipole Algorithm.
IEEE Trans. Parallel Distributed Syst., 2022

LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales.
Comput. Phys. Commun., 2022

A Portable Sparse Solver Framework for Large Matrices on Heterogeneous Architectures.
Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

2021
Optimizing Data Locality and Termination Criterion for t-SNE.
Proceedings of the International Joint Conference on Neural Networks, 2021

An Evaluation of Task-Parallel Frameworks for Sparse Solvers on Multicore and Manycore CPU Architectures.
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

2020
Fast Solvers for Charge Distribution Models on Shared Memory Platforms.
SIAM J. Sci. Comput., 2020

Toward scalable many-body calculations for nuclear open quantum systems using the Gamow Shell Model.
Comput. Phys. Commun., 2020

Fast and scalable evaluation of pairwise potentials.
Comput. Phys. Commun., 2020

High Performance Evaluation of Helmholtz Potentials usingthe Multi-Level Fast Multipole Algorithm.
CoRR, 2020

Evaluation of the Communication Motif for a Distributed Eigensolver using the SST Network Simulation Tool.
Proceedings of the 2020 IEEE/ACM Performance Modeling, 2020

Exploring Task Parallelism for the Multilevel Fast Multipole Algorithm.
Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020

2019
Optimizing the performance of reactive molecular dynamics simulations for many-core architectures.
Int. J. High Perform. Comput. Appl., 2019

Evaluation of Directive-Based GPU Programming Models on a Block Eigensolver with Consideration of Large Sparse Matrices.
Proceedings of the Accelerator Programming Using Directives - 6th International Workshop, 2019

Performance optimization of reactive molecular dynamics simulations with dynamic charge distribution models on distributed memory platforms.
Proceedings of the ACM International Conference on Supercomputing, 2019

Data Analysis for Atomic Shapes in Nuclear Science.
Proceedings of the Computational Science - ICCS 2019, 2019

DeepSparse: A Task-Parallel Framework for SparseSolvers on Deep Memory Architectures.
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

2018
Accelerating nuclear configuration interaction calculations through a preconditioned block iterative eigensolver.
Comput. Phys. Commun., 2018

Scalable nuclear density functional theory with Sky3D.
Comput. Phys. Commun., 2018

Optimization of the Spherical Harmonics Transform based Tree Traversals in the Helmholtz FMM Algorithm.
Proceedings of the 47th International Conference on Parallel Processing, 2018

2017
Reactive Molecular Dynamics on Massively Parallel Heterogeneous Architectures.
IEEE Trans. Parallel Distributed Syst., 2017

A High Performance Block Eigensolver for Nuclear Configuration Interaction Calculations.
IEEE Trans. Parallel Distributed Syst., 2017

Optimizing the Performance of Reactive Molecular Dynamics Simulations for Multi-Core Architectures.
CoRR, 2017

2016
Towards Fast Scalable Solvers for Charge Equilibration in Molecular Dynamics Applications.
Proceedings of the 7th Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems, 2016

Learning the Domain of Sparse Matrices.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015
An Out-of-Core Task-based Middleware for Data-Intensive Scientific Computing.
Proceedings of the Handbook on Data Centers, 2015

Efficient global optimization of reactive force-field parameters.
J. Comput. Chem., 2015

Performance analysis of distributed symmetric sparse matrix vector multiplication algorithm for multi-core architectures.
Concurr. Comput. Pract. Exp., 2015

2014
Exploring the future of out-of-core computing with compute-local non-volatile memory.
Sci. Program., 2014

Parallel eigenvalue calculation based on multiple shift-invert Lanczos and contour integral based spectral projection method.
Parallel Comput., 2014

PuReMD-GPU: A reactive molecular dynamics simulation package for GPUs.
J. Comput. Phys., 2014

Improving the scalability of a symmetric iterative eigensolver for multi-core platforms.
Concurr. Comput. Pract. Exp., 2014

Optimizing Sparse Matrix-Multiple Vectors Multiplication for Nuclear Configuration Interaction Calculations.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

2012
Reactive Molecular Dynamics: Numerical Methods and Algorithmic Techniques.
SIAM J. Sci. Comput., 2012

Parallel reactive molecular dynamics: Numerical methods and algorithmic techniques.
Parallel Comput., 2012

An Out-of-Core Dataflow Middleware to Reduce the Cost of Large Scale Iterative Solvers.
Proceedings of the 41st International Conference on Parallel Processing Workshops, 2012

Topology-Aware Mappings for Large-Scale Eigenvalue Problems.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

An Out-of-Core Eigensolver on SSD-equipped Clusters.
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012

2011
<i>N</i>-Body Computational Methods.
Proceedings of the Encyclopedia of Parallel Computing, 2011

Advancing Nuclear Physics Through TOPS Solvers and Tools
CoRR, 2011

Large-scale parallel null space calculation for nuclear configuration interaction.
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011

On Reducing I/O Overheads in Large-Scale Invariant Subspace Projections.
Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

2010
Algorithmic and numerical techniques for atomistic modeling
PhD thesis, 2010

2007
Identifying Statistical Dependence in Genomic Sequences via Mutual Information Estimates.
EURASIP J. Bioinform. Syst. Biol., 2007

Statistical Dependence in Biological Sequences.
Proceedings of the IEEE International Symposium on Information Theory, 2007


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