Anomaly-Tolerant Traffic Matrix Estimation via Prior Information Guided Matrix Completion by Wencai Ye, Lei Chen, Geng Yang, Hua Dai, Fu Xiao

“…Furthermore, by employing the multi-blocks ADMM and stochastic proximal gradient descent, a scalable parallel optimization algorithm PigMaC-ADMM-S is proposed to solve the PigMaC problem. …”
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An Efficient Implementation of Parallel Parametric HRTF Models for Binaural Sound Synthesis in Mobile Multimedia by Jose A. Belloch, German Ramos, Jose M. Badia, Maximo Cobos

“…This paper describes a scalable parallel implementation of a real-time binaural audio engine for GPU-equipped mobile devices. …”
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Flexible parallel implicit modelling of coupled thermal–hydraulic–mechanical processes in fractured rocks by M. Cacace, A. B. Jacquey, A. B. Jacquey

“…The code builds on a flexible, object-oriented numerical framework (MOOSE, Multiphysics Object Oriented Simulation Environment) which provides an extensive scalable parallel and implicit coupling to solve for the multiphysics problem. …”
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Modeling and Imaging of Multiscale Geological Media: Exploding Reflection Revisited by Evgeny Landa, Galina Reshetova, Vladimir Tcheverda

“…To do that we modify the well-known "exploding reflectors principle" for 3D heterogeneous multiscale media by use of the finite-difference technique on the base of grids locally refined in time and space. We develop scalable parallel software, which needs reasonable computational costs to simulate realistic models and acquisition. …”
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EFMlrs: a Python package for elementary flux mode enumeration via lexicographic reverse search by Bianca A Buchner, Jürgen Zanghellini

“…Recently, Avis et al. developed mplrs—a parallel version of the lexicographic reverse search (lrs) algorithm, which, in principle, enables an EFM analysis on high-performance computing environments (Avis and Jordan. mplrs: a scalable parallel vertex/facet enumeration code. arXiv:1511.06487 , 2017). …”
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Optimizations in stream programming for multimedia applications by Wong, Eric, M. Eng. Massachusetts Institute of Technology

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The Efficiency of Discrete Optimization Algorithm Portfolios by Ivan Sergienko, Vladimir Shylo, Valentyna Roshchyn, Petro Shylo

“…The available computational resources are ineffective without efficient and scalable parallel methods. In this connection, the algorithm unions (portfolios and teams) play a crucial role in the parallel processing of discrete optimization problems. …”
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Parallel Algorithms for Hierarchical Nucleus Decomposition by Shi, Jessica, Dhulipala, Laxman, Shun, Julian

“…This paper presents a scalable parallel algorithm for hierarchy construction, with practical optimizations, such as interleaving the coreness computation with hierarchy construction and using a concurrent union-find data structure in an innovative way to generate the hierarchy. …”
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A Parallel Architecture for the Partitioning around Medoids (PAM) Algorithm for Scalable Multi-Core Processor Implementation with Applications in Healthcare by Hassan Mushtaq, Sajid Gul Khawaja, Muhammad Usman Akram, Amanullah Yasin, Muhammad Muzammal, Shehzad Khalid, Shoab Ahmad Khan

“…In this work, we propose a simple and scalable parallel architecture for the PAM algorithm to reduce its running time. …”
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Order of magnitude wall time improvement of variational methane inversions by physical parallelization: a demonstration using TM5-4DVAR by S. Pandey, S. Pandey, S. Houweling, A. Segers

“…The four-dimensional variational (4DVAR) inversion approach allows optimization of emissions at a higher temporal and spatial resolution than ensemble or analytical approaches but provides limited opportunities for scalable parallelization because it is an iterative optimization method. …”
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A Multi-Core Numerical Framework for Characterizing Flow in Oil Reservoirs by Leonardi, Christopher Ross, Holmes, David W., Williams, John R., Tilke, Peter G.

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Parallel Solvers Using PETSc For Nonlinear Conduction Problems In Higher Dimensions by Rosli, Muhammad Hisyamuddin

“…PETSc, as is claimed, allows a migration of existing scientific code from a sequential structure into a scalable, parallel paradigm structure in a convenient manner. …”
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A spatially resolved study of the KATRIN main spectrometer using a novel fast multipole method by Barrett, John Patrick, Ph. D. Massachusetts Institute of Technology

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Stream programming for image and video compression by Drake, Matthew Henry

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A linear multigrid preconditioner for the solution of the Navier-Stokes equations using a discontinuous Galerkin discretization by Diosady, Laslo Tibor

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A PARALLEL ALGORITHM FOR LOCAL POINT DENSITY INDEX COMPUTATION OF LARGE POINT CLOUDS by A. V. Vo, C. N. Lokugam Hewage, N. A. Le Khac, M. Bertolotto, D. Laefer, D. Laefer

“…This paper introduces an efficient, scalable, parallel algorithm for computing the local point density index, a sophisticated point cloud density metric. …”
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A new open-source viscoelastic solid earth deformation module implemented in Elmer (v8.4) by T. Zwinger, G. A. Nield, G. A. Nield, J. Ruokolainen, M. A. King

“…Elmer is set up as a highly scalable parallel code and distributed under the (L)GPL license, meaning that large-scale computations can be made without any licensing restrictions. …”
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Computational modeling of size-dependent superelasticity in shape memory alloys by Qiao, Lei, Ph. D. Massachusetts Institute of Technology

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Evaluation and optimisation of the I/O scalability for the next generation of Earth system models: IFS CY43R3 and XIOS 2.0 integration as a case study by X. Yepes-Arbós, G. van den Oord, M. C. Acosta, G. D. Carver

“…In order to address this issue, the most commonly adopted approach is to use scalable parallel I/O solutions that offer both computational performance and efficiency.…”
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