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Exploring Echinacea angustifolia for anti-viral compounds against Zika virus RNA-dependent RNA polymerase: a computational study
Published 2025-02-01“…This study explores the potential of compounds from Echinacea angustifolia (E. angustifolia) to inhibit the activity of ZIKV’s RNA-dependent RNA polymerase (RDRP), a key enzyme in the viral replication process and an ideal candidate for antiviral therapy. Utilizing computational techniques, we conducted a thorough virtual examination using the MTi-OpenScreen tool to identify potential RDRP inhibitors among E. angustifolia compounds. …”
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Skeletal Muscle Segmentation at the Level of the Third Lumbar Vertebra (L3) in Low-Dose Computed Tomography: A Lightweight Algorithm
Published 2024-09-01“…The running time of the proposed algorithm was recorded. An open source deep learning-based AutoMATICA algorithm was compared with the proposed algorithm. …”
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Encouraging reusability of computational research through Data-to-Knowledge Packages - A hydrological use case [version 2; peer review: 2 approved]
Published 2025-07-01“…To address this challenge, we introduce the Data-to-Knowledge Package (D2K-Package), a collection of research materials including source code and open FAIR data, virtual labs, web API services, and computational workflows. …”
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Edge-Assisted Label-Flipping Attack Detection in Federated Learning
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Energy Efficiency of Kernel and User Space Level VPN Solutions in AIoT Networks
Published 2025-01-01“…IEEE Open Journal of the Computer Society…”
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Algorithm profiling for architectures with dataflow accelerators
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Developing Proper Systems for Successful Cloud Computing Implementation Using Fuzzy ARAS Method (Case Study: University of Tehran Faculty of New Science and Technology)
Published 2017-12-01“…Yet, despite the development of computing applications and the increased number of alternatives, it is quite a difficult task to select the exact software platform for the implementation of cloud computing arrangements. …”
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PCL-RC: a parallel cloud resource load prediction model based on feature optimization
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Dynamic resource provisioning in containerized edge systems with reconfigurable edge servers
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From "solitary thinkers" to "social actors": OER in multilingual CALL teacher education
Published 2016-08-01“…Secondary school teachers of modern foreign languages face multiple challenges in making the transition from the relatively closed scholastic tradition of university ivory towers, which are often resistant to digital cultures, to classroom contexts with different expectations regarding the technological mediation of teaching and learning. Open educational resources (OER) have an important role to play in this transition, as do open education practices (OEP). …”
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Synchrotron-based 3D X-ray computed tomography reveals root system architecture: Plastic responses to phosphorus placement
Published 2025-05-01“…We used synchrotron-based X-ray computed tomography (SRXCT) to visualize root distribution in soil cores. …”
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Fast autoscaling algorithm for cost optimization of container clusters
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Single-Node Power Demand During AI Training: Measurements on an 8-GPU NVIDIA H100 System
Published 2025-01-01“…The expansion of artificial intelligence (AI) applications has driven substantial investment in computational infrastructure, especially by cloud computing providers. …”
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Anatomy of Deep Learning Image Classification and Object Detection on Commercial Edge Devices: A Case Study on Face Mask Detection
Published 2022-01-01“…Then, the thirteen DL models were optimized, evaluated and compared on the edge devices, in terms of accuracy and inference time. To leverage the computational power of the edge devices, the models have been optimized, first, by using the SOTA optimization frameworks (TensorFlow Lite, OpenVINO, TensorRT, eIQ) and, second, by evaluating/comparing different optimization options, e.g., different levels of quantization. …”
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