Lateral Percolation and Its Effect on Shale Gas Accumulation on the Basis of Complex Tectonic Background by Kun Zhang, Zhenxue Jiang, Xuelian Xie, Zhiye Gao, Tianlin Liu, Lishi Yin, Chengzao Jia, Yan Song, Chang’an Shan, Yinghui Wu, Pengfei Wang

“…Most gas percolates towards the high part of the structure in the direction parallel to the plane. When the shale was exposed, gas percolated along the parallel direction into the air. …”
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The value of water for the landscape and the rural environment by Vittori Gallerani, Davide Viaggi

“…The solution envisaged for the present evaluation problems is based on a parallel and consistent development of methodologies and operational protocols aimed at the problems raised by the decision-makers.…”
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Feasibility study of genetic algorithms application for implementation of block cryptosystem cryptanalysis by Yury O. Chernyshev, Alexander S. Sergeyev, Nikolay N. Ventsov, Alexander N. Ryazanov

“…It is noted also that as the distinctive feature of both block cipher methods, and the genetic algorithms is their internal parallelism, then the task of developing a cryptanalysis algorithm based on the parallel implementation of the constituent stages is relevant. …”
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Mechanical Properties of Shale-Reservoir Rocks Based on Stress–Strain Curves and Mineral Content by Wen-Tie Sun, Zhong-Hui Li, Yi-Shan Lou, Liang Zhu, Hui-Mei Wu, Arnaud Regis Kamgue Lenwoue, Qin Liu

“…The evaluation of rock mechanic characteristics of shale reservoir is the key for the success of fracturing. …”
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Enhancing Neural Machine Translation Quality for Kannada–Tulu Language Pairs through Transformer Architecture: A Linguistic Feature Integration by Musica Supriya, U Dinesh Acharya, Ashalatha Nayak

“…The proposed generic approach can benefit other low-resource Indic languages that have smaller parallel corpora for NMT tasks. Evaluation metrics like Bilingual Evaluation Understudy (BLEU), character-level F-score (chrF) and Word Error Rate (WER) are considered to obtain the improved translation scores for the linguistic-feature-embedded NMT model. …”
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Multilingual Virtual Healthcare Assistant by Geetika Munjal, Piyush Agarwal, Lakshay Goyal, Nandy Samiran

“…In contrast to LSTMs, which sequence processes information and may experience challenges with long‐range dependencies, transformers utilize self‐attention to learn relationships among every aspect of the input in parallel. This enables them to execute more accurately in various languages and contexts, making them well‐suited for applications such as translation, summarization, and conversational Comparative evaluations revealed the superiority of the transformer model (accuracy rate: 85%) compared with that of the LSTM model (accuracy rate: 65%). …”
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平行分度凸轮机构凸轮轮廓设计误差估计 by 何晶昌

“…The equation of the cam profile curve of parallel conjugate cam mechanism and the principle of no-knot condition cubic spine interpolation are introduced,the design error evaluation method of the cam profile curve of the mechanism based on MATLAB is provided.…”
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The Wada Test: contributions to standardization of the stimulus for language and memory assessment by Mäder Maria Joana, Romano Bellkiss Wilma, De Paola Luciano, Silvado Carlos Eduardo Soares

“…The proportions of correct responses of normal subjects submitted to two parallel WT models were investigated and the two models were compared. …”
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SimpleScale: Simplifying the Training of an LLM Model Using 1024 GPUs by Tianfa Li, Jingshan Pan, Siwei Ma, Aleksandr Raikov, Alexander Arkhipov

“…It is necessary to address numerous issues in the training process, such as manual data collection organization, data parallel, model parallel, evaluation, testing, deployment, transferring large data streams, detecting errors, ongoing maintenance, and project management. …”
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High-throughput screening of multimetallic catalysts for three-way catalysis by Son Dinh Le, Nhan Nu Thanh Ton, Kalaivani Seenivasan, Patchanee Chammingkwan, Koichi Higashimine, Supareak Praserthdam, Toshiaki Taniike

“…The synthesis of MNPs via a hot-injection method is performed using a homemade parallel reactor. The prepared MNPs are impregnated in parallel on alumina and examined for TWC. …”
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Analysis of Fracture Roughness Control on Permeability Using SfM and Fluid Flow Simulations: Implications for Carbonate Reservoir Characterization by Miller Zambrano, Alan D. Pitts, Ali Salama, Tiziano Volatili, Maurizio Giorgioni, Emanuele Tondi

“…This work evaluates the respective controls on permeability exerted by the fracture displacement (perpendicular and parallel to the fracture walls), surface roughness, and surface pair mismatch. …”
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The Optimal Acoustic Measurement Point Selection for UHV Reactors in Substations Based on Equivalent Impedance and Information Entropy Theory by Yingwen Li, Zhen Wei, Huilian Liao, Lin Li, Peizhong Zhang, Jingyun Zhao

“…Finally, the model accurately reconstructed and simulated the near-field of the parallel reactor, and achieved quantitative evaluation of the optimal voiceprint detection position. …”
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Statics Analysis and Structure Parameter Design of the Lower Limb Rehabilitation Robot by Cui Bingyan, Chen Liwen, Wang Zhijun, Li Zhanxian

“…A kind of lower limbs rehabilitative robot with 3- UPS parallel mechanism as the mechanism prototype is puts forward,the statics equations of the lower limb rehabilitation robot driving force and output force are established based on the virtual work principle,the static performance evaluation index is defined and the evaluation index distribution map is drawn. …”
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Accelerated development of multi-component alloys in discrete design space using Bayesian multi-objective optimisation by Osman Mamun, Markus Bause, Bhuiyan Shameem Mahmood Ebna Hai

“…Recent advancements have demonstrated that expected hypervolume-based geometrical acquisition functions outperform other multiobjective optimisation algorithms, such as Thompson Sampling Efficient Multiobjective optimisation and pareto efficient global optimisation (parEGO), in both performance and speed. This study evaluates several leading multiobjective BO acquisition functions–namely, parallel expected hypervolume improvement (qEHVI), noisy qEHVI, parallel parEGO, and parallel noisy parEGO (qNparEGO)–in optimizing the physical properties of multi-component alloys. …”
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Terminology Alignment based on Multi-level Feature Fusion for Japanese Scientific and Technological Literature Terminology Translation by Qi Fang

“…Bilingual terminology pairs are typically obtained through manual translation or automatic extraction from bilingual parallel corpora. However, manual translation requires domain-specific expertise and proves time-consuming and labor-intensive, while large-scale bilingual parallel corpora in specific domains remain scarce. …”
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Diagnostic relevance of a novel multiplex immunoassay panel in breast cancer by Natalie Hermann, Katja Dressen, Lars Schroeder, Manuel Debald, Frank A Schildberg, Gisela Walgenbach-Bruenagel, Karina Hettwer, Steffen Uhlig, Walther Kuhn, Gunther Hartmann, Stefan Holdenrieder

“…Markers of tumor growth and invasion, cell death, immune activation, and angiogenesis can be assessed in parallel by a novel multiplex immunoassay panel. The diagnostic performance of a multiplex cancer biomarker magnetic bead panel comprising 24 tumor associated parameters was evaluated in sera of 154 women including 77 patients with breast cancer, 10 with precancerous lesions, 31 with benign breast diseases, and 36 healthy controls. …”
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Exploring the evolution and future prospects of Amharic to English machine translation: a systematic review by Muluken Hussen Asebel, Shimelis Getu Assefa, Mesfin Abebe Haile

“…Pursuable avenues include augmentation of data, tokenization on the language level, and incorporation of linguistic elements into the parallel corpora. In addition, creating effective evaluation frameworks along with comprehensive linguistic data is important for assessing and improving translation tools. …”
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Mechanical Design and Assessment of a Low-Cost 7-DOF Prosthetic Arm for Shoulder Disarticulation by José-Alfredo Leal-Naranjo, Christopher-René Torres-San Miguel, Marco Ceccarelli, Horacio Rostro-Gonzalez

“…Shoulder movement is achieved by means of a spherical parallel manipulator, elbow movement is performed by a six-bar mechanism, and the wrist movement is implemented by a spherical parallel manipulator. …”
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一种新型机械腿的静力学分析 by 计时鸣, 李景敏, 李研彪, 刘毅

“…On the basis of inverse position solution,the statics property of a novel parallel mechanical leg is analyzed,the mechanical leg force Jacobian matrix is deduced by using vector method,and the Jacobian condit ion number is defined as statics performance index for the force and torque Jacobian,then the distribut ion regularities of the evaluation indexes are drew out on the workspace respectively.…”
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USAGE OF UNMANNED AERIAL VEHICLES IN GENERAL AVIATION: CURRENT SITUATION AND PROSPECTS by V. N. Zhuravlev, P. V. Zhuravlev

“…After evaluation of the mentioned aspects above the safety, operational productivity and ecological indicators were evaluated. …”
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