Articles with "memory efficient" as a keyword



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Fast implicit solvers for phase-field fracture problems on heterogeneous microstructures

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Published in 2020 at "Computer Methods in Applied Mechanics and Engineering"

DOI: 10.1016/j.cma.2019.112793

Abstract: Abstract We study fast and memory-efficient FFT-based implicit solution methods for small-strain phase-field crack problems for microstructured brittle materials. A fully implicit first order formulation of the problem coupling elasticity and damage permits using comparatively… read more here.

Keywords: implicit solvers; solvers phase; field; fast implicit ... See more keywords

RCDPeaks: memory-efficient density peaks clustering of long molecular dynamics

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Published in 2022 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btac021

Abstract: MOTIVATION Density Peaks is a widely spread clustering algorithm that has been previously applied to Molecular Dynamics simulations. Its conception of cluster centers as elements displaying both a high density of neighbors and a large… read more here.

Keywords: density peaks; density; molecular dynamics; rcdpeaks memory ... See more keywords

Memory-efficient, accelerated protein interaction inference with blocked, multi-GPU D-SCRIPT

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Published in 2025 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btaf564

Abstract: Abstract Summary D-SCRIPT is a powerful tool for high-throughput inference of protein–protein interactions (PPIs), but it is expensive in time and memory to infer all PPIs for network-/proteome-level analyses. We introduce D-SCRIPT with blocked multi-GPU… read more here.

Keywords: multi gpu; memory efficient; inference; blocked multi ... See more keywords
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A fast and memory efficient MLCS algorithm by character merging for DNA sequences alignment

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Published in 2020 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btz725

Abstract: MOTIVATION Multiple Longest Common Subsequence (MLCS) problem is searching all longest common subsequences of multiple character sequences. It appears in many fields such as data mining, DNA alignment, bioinformatics, text editing and so on. With… read more here.

Keywords: character merging; dna sequences; character; fast memory ... See more keywords

SwiftOrtho: A fast, memory-efficient, multiple genome orthology classifier

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Published in 2019 at "GigaScience"

DOI: 10.1093/gigascience/giz118

Abstract: Abstract Background Gene homology type classification is required for many types of genome analyses, including comparative genomics, phylogenetics, and protein function annotation. Consequently, a large variety of tools have been developed to perform homology classification… read more here.

Keywords: efficient multiple; swiftortho fast; fast memory; orthology ... See more keywords
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Memory Efficient Local Features Descriptor for Identity Document Detection on Mobile and Embedded Devices

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Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2022.3233463

Abstract: In this paper, we propose a data-driven approach to training a memory-efficient local feature descriptor for identity documents location and classification on mobile and embedded devices. The proposed algorithm for retrieving a dataset of patches… read more here.

Keywords: efficient local; identity; mobile embedded; memory efficient ... See more keywords
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StateOS: A Memory-Efficient Hybrid Operating System for IoT Devices

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Published in 2023 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2023.3234106

Abstract: The increasing significance of operating systems (OSs) in the development of the Internet of Things (IoT) has emerged in the last decade. An event-driven OS is memory efficient and suitable for resource-constrained IoT devices and… read more here.

Keywords: iot devices; efficient hybrid; memory; memory efficient ... See more keywords

A Scalable and Memory-Efficient Architecture for Blockchain-Based IoT Privacy and Security

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Published in 2025 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2025.3568868

Abstract: Recently, the adoption of Internet of Things (IoT) and blockchain (BC) has become a hot topic, particularly in areas, such as education and industry. IoT involves billions of devices connected worldwide and the management of… read more here.

Keywords: memory; architecture blockchain; memory efficient; scalable memory ... See more keywords

Memory-Efficient 3-D LWD Solver With the Flipped Total Field/Scattered Field-Based DGFD Method

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Published in 2020 at "IEEE Geoscience and Remote Sensing Letters"

DOI: 10.1109/lgrs.2019.2950659

Abstract: This letter presents a fast and memory-efficient 3-D electromagnetic solver for logging-while-drilling (LWD) tools based on the flipped total field/scattered field-based discontinuous Galerkin frequency-domain (TF/SF DGFD) method. The new method inherits the Riemann transmission condition… read more here.

Keywords: field; solver; total field; dgfd method ... See more keywords
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Memory-Efficient Model-Based Deep Learning With Convergence and Robustness Guarantees

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Published in 2022 at "IEEE Transactions on Computational Imaging"

DOI: 10.1109/tci.2023.3252268

Abstract: Computational imaging has been revolutionized by compressed sensing algorithms, which offer guaranteed uniqueness, convergence, and stability properties. Model-based deep learning methods that combine imaging physics with learned regularization priors have emerged as more powerful alternatives… read more here.

Keywords: convergence; deep learning; based deep; memory efficient ... See more keywords

A Memory Efficient FPGA Implementation of Offset-Free Explicit Model Predictive Controller

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Published in 2022 at "IEEE Transactions on Control Systems Technology"

DOI: 10.1109/tcst.2022.3168493

Abstract: In the explicit model predictive control (EMPC), memory increases exponentially with the number of states, inputs, constraints, and prediction horizons; this often limits its applicability to large systems. In this article, we present a novel… read more here.

Keywords: offset free; memory; explicit model; memory efficient ... See more keywords