Parallel boosting neural network with mutual information for day-ahead solar irradiance forecasting by Ubaid Ahmed, Anzar Mahmood, Ahsan Raza Khan, Levin Kuhlmann, Khurram Saleem Alimgeer, Sohail Razzaq, Imran Aziz, Amin Hammad

“…Source code and datasets are available at https://github.com/Ubaid014/Parallel-Boosting-Neural-Network/tree/main…”
Get full text

Uniaxial Compression Response and Instability Mechanisms of Parallel Dual Coal Pillar–Roof Combinations by Jingkai Li, Chunge Li, Shengjian Zhao, Changde Yang, Kun Niu, Quancai Ji, Zhiqiang Wang

“…In this research, two different sets of parallel dual coal pillar–roof combinations (PDCRCs) were developed to model the CPRS. …”
Get full text

Resource constraint scheduling on two dedicated machines: Application to avionics by Ouissem Mesli-Kesraoui, Loic Ledreck, Emmanuel Grolleau, Soraya Kesraoui, Pascal Berruet, Yassine Ouhammou, Patrick Girard

“…This paper presents this problem as a unique instance of the Resource Constrained Parallel Machine Scheduling Problem, where each circuit represents a machine, pipe loops to be rinsed represent jobs, and machines share a hydraulic power source. …”
Get full text

Performance Analysis and Dimensional Multi-objective Optimization for an Asymmetry 2UPS-UP Parallel Mechanism by Jian Yi, Linxian Che, Bing He, Jie Li

“…Taking an asymmetry 2UPS-UP parallel mechanism with two rotational and one translational degrees of freedom as the research object， the performance analysis and multi-objective optimization of dimensional parameters for the mechanism are presented. …”
Get full text

An Efficient Large-Scale Sensor Deployment Using a Parallel Genetic Algorithm Based on CUDA by Jae-Hyun Seo, Yourim Yoon, Yong-Hyuk Kim

“…In the proposed genetic algorithm, parallelization was applied to speed up the fitness evaluation requiring heavy computation time. …”
Get full text

CAMPuS: Concurrent Acceleration of Memory Access and Parallel Processing in Near-Memory SpMV Architecture by Kwangrae Kim, Ki-Seok Chung

“…CAMPuS is designed to enhance computational parallelism, thereby boosting computational performance while maintaining high memory access efficiency. …”
Get full text

Analysis and Modeling of Thermal Effect and Optical Characteristic of LED Systems With Parallel Plate-Fin Heatsink by Huanting Chen, Shuo Lin, Chuanbing Xiong

“…Based on the photoelectrothermal (PET) theory, prediction methods for the thermal effect and optical properties of the light-emitting diode (LED) systems mounted on a given parallel plate-fin heatsink are proposed in this paper. …”
Get full text

An Efficient Workload-balancing Algorithm for a Parallel Environment Using Hybrid Spatio-temporal Indexes by Claudio Gutiérrez-Soto, Marco A. Palomino, Patricio Galdames

“…Considering this dynamic context of storage and processing, we explore a new online workload algorithm in a distributed parallel environment using hybrid spatio-temporal indexes. …”
Get full text

Generatively optimised compact 3-DoF spherical parallel manipulator with tightly integrated actuators by Kartikeya Walia, William Navaraj, Philip Breedon

“…This paper presents the development of a 3-DoF pure rolling spherical parallel manipulator (SPM) with tightly integrated actuators. …”
Get full text

A Newmark Integral Method in Nonhomogeneous Materials With Parallel Cracks Based on Hyperbolic Heat Conduction by Yanyan Zhang, Tao Zheng, Liangzhong Ao, Shanqiao Huang, Zengtao Chen

“…Finally, the thermal stress intensity factors (TSIFs) in an FGM plate with parallel cracks are extracted after combining with interaction energy integral methods (IEIMs). …”
Get full text

Noninvasive freshness evaluation of bighead carp heads based on fluorescence spectroscopy coupled with long short-term memory network: simulation of cold chains by Juan You, Zhenqian Sun, Xiaoting Li, Xiaoguo Ying, Ce Shi, Hongbing Fan

“…To swiftly and noninvasively assess the freshness of bighead carp heads within simulated cold chain environments, an excitation-emission matrix fluorescence spectroscopy coupled with a long short-term memory network (EEM-LSTM) model was developed. Through the parallel factor algorithm based on analysis of residuals, diagnosis of core consistency, and split-half evaluation, three key fluorescent components from fish fillets were extracted, with the most significant components linked to tryptophan and NADH, both indicative of fish freshness. …”
Get full text

BiLSTM-Based Parallel CNN Models With Attention and Ensemble Mechanism for Twitter Sentiment Analysis by Anas W. Abulfaraj

“…Our model uses Google’s pre-trained Word2Vec embeddings to represent text as dense vectors. Three parallel CNN layers extract complex low-level features from embeddings after the embedding layer. …”
Get full text

Comparing Portability of FPGA High-Level Synthesis Frameworks in the Context of a Highly-Parallel Application by Manuel De Castro, Roberto R. Osorio, Francisco J. Andujar, Rocio Carratala-Saez, Yuri Torres, Diego R. Llanos

“…The case of porting a highly-parallel application to FPGAs is studied. First, naïve, low-development-effort implementations are presented using both ND-range and single-task types of kernels, and their performance is evaluated. …”
Get full text

Dynamic Scheduling in Identical Parallel-Machine Environments: A Multi-Purpose Intelligent Utility Approach by Mahmut İbrahim Ulucak, Hadi Gökçen

“…This paper presents a robust and adaptable framework for predictive–reactive rescheduling in identical parallel-machine environments. The proposed Multi-Purpose Intelligent Utility (MIU) methodology utilizes heuristic methods to efficiently address the computational challenges associated with NP-hard scheduling problems. …”
Get full text

The Future of Last-Mile Delivery: Lifecycle Environmental and Economic Impacts of Drone-Truck Parallel Systems by Danwen Bao, Yu Yan, Yuhan Li, Jiajun Chu

“…This paper investigates the Parallel Drone Scheduling Traveling Salesman Problem (PDSTSP) to evaluate the environmental and economic sustainability of a collaborative drone-truck delivery system. …”
Get full text

Study of DC Bus-bar and AC Bus-bar Design for Multi Paralleled-IGBT Module by WU Jianxiong, ZHANG Honghao, CHEN Yifeng

“…Firstly, it applied the PSPICE to analyze the influence of stray inductance on the characteristics of balancing current in IGBT and then used the ANSOFT to bulid up the finite element models for AC and DC bus bar separately, calculating the deviation rate between stray inductance and dynamic current to evaluate whether it could meet the requirements. Finally, it conducted the double pulse chopping test on the engineering prototype 4 IGBT parallel modules to verify that AC and DC bus bar were able to meet the demands. …”
Get full text

Efficiency in the classification of chest X-ray images through generative parallelization of the Neural Architecture Search by Felix Mejía Cajicá, John Anderson García Henao, Carlos Jaime Barrios Hernandéz, Michel Riveill

“… Explore GenNAS for chest X-ray classification in lung diseases, leveraging novel parallel training methods for enhanced accuracy and efficiency. …”
Get full text

High-performance sentiment classification of product reviews using GPU(parallel)-optimized ensembled methods by Annaluri Sreenivasa Rao, Yeruva Jaipal Reddy, Guggilam Navya, Neelima Gurrapu, Jala Jeevan, M. Sridhar, Desidi Narasimha Reddy, Siva Kumar Pathuri, Dama Anand

Get full text

Tuning block-parallel all-pairs shortest path algorithm for efficient multi-core implementation by O. N. Karasik, A. A. Prihozhy

“…This paper analyzes the parallel blocked all-pairs shortest path algorithm at the aim of evaluating the influence of the multi-core system and its hierarchical cache memory on the parameters of algorithm implementation depending on the size of the graph and the size of distance matrix’s block. …”
Get full text

An Adaptive Control Strategy for a Better Performance of the Paralleled PV-BES-VSG Power System by Xian Gao, Dao Zhou, Amjad Anvari-Moghaddam, Frede Blaabjerg

“…The effectiveness of the proposed control scheme is evaluated via a case study system consisting of two paralleled PV-BES-VSG units using Matlab/Simulink R2021a.…”
Get full text