Perancangan Sistem Pendukung Keputusan Untuk Prediksi Penerima Beasiswa Menggunakan Metode Neural Network Backpropagation by Ade Pujianto, Kusrini Kusrini, Andi Sunyoto

“…This method mimics the neural network modeling of the human brain in the form of neurons to solve a problem. …”
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Semantic Image Synthesis via Class-Adaptive Cross-Attention by Tomaso Fontanini, Claudio Ferrari, Giuseppe Lisanti, Massimo Bertozzi, Andrea Prati

“…In response, we designed a novel architecture where cross-attention layers are used in place of SPADE for learning shape-style correlations and so conditioning the image generation process. …”
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Simulation and optimization of heat transfer in underground in-situ shale upgrading by LI Yuan, ZHONG Anhai, QIAN Qin, YU Denglang, ZHANG Yuzhe, ZHONG Yanlei, WANG Dan

“…A three-dimensional fracture-network heat transfer model was established. Combined with the finite element fluid simulation technology， the heat transfer law of the fracture-network was systematically simulated and analyzed， and the influence law of fracturing， gas injection volume， gas injection temperature， rock layer heating methods， and insulation on the heating effect of in-situ upgrading was explored. …”
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The 500 keV electron irradiation effect on free-standing reduced graphene oxide film by ZHEN Xiaojuan, HUANG Yifan, FENG Zhanzu, LUO Dan, GONG Chengshi, JIANG Kai, PAN Duolong, YANG Shengsheng

“…Finally, the FLUKA software was employed to calculate the electron deposition of 500 keV electron irradiated at different depths of the rGOF material in which the radiation source model was a 2.4 cm×2.4 cm square source vertically incident on a circular film target with a radius of 1 cm.ResultsExperimental results show that the electrical resistance of rGOF is increased and the surface morphology is improved after electron irradiation, hence the irradiated defects are created with the ratio of total carbon atoms to total oxygen atoms (C/O) decreased from 4.7 to 3.0. …”
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Preparation of Ammonium Phosphotungstate Composite Loaded with Silica-calcium Alginate Hybrid Material and Its Adsorption Performance for Cs+ by DIAO Xinya1, 2, FAN Ye1, 2, HAO Lecun1, 2, ZHAO Xin1, 2, JIN Qiang1, 2, , CHEN Zongyuan1, 2, GUO Zhijun1, 2

“…The adsorption capacity of Cs+ increases significantly with the increase of initial Cs+ concentration, and the adsorption of Cs+ on AWP-CaALG-SiO2 composite can be well fitted with the Langmuir model, indicating a homogeneous single-layer adsorption process. …”

"Preparation and curing kinetics of “bottlebrush-like structure” green bio-based ultra-low-temperature polyfarnesene nanocomposites" by WU Ming-li, LI Yong-xu, CAO Lan?鄢

“…The results showed that the layer spacing was enlarged from 1.006 nm to 1.075 nm after modification. …”
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Ensembling methods for protein-ligand binding affinity prediction by Jiffriya Mohamed Abdul Cader, M. A. Hakim Newton, Julia Rahman, Akmal Jahan Mohamed Abdul Cader, Abdul Sattar

“…Our deep learning models use cross-attention and self-attention layers to extract short and long-range interactions. …”
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Implementación de un procedimiento metodológico para la elaboración de piezas por bruñido con rodillo simple // Implementation of a methodological procedure for parts elaboration b... by S. Díaz-Rojas, C. O. Boada-Carrazana, C. S. Padrón-Soroa

“…The empiric-mathematical models are obtained to describe the effects of these<br />variables in the increment of the hardness and the superficial quality end of the piece, as well as in the<br />decrease of the external diameter and in the depth of the hardened layer.…”
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Weathering crust formation outpaces melt-albedo feedback on blue ice shelves of East Antarctica by Giacomo Traversa, Biagio Di Mauro

“…Moreover, we claim that this new process should be included in regional climate modelling of the Antarctic Ice Sheet.…”
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Active deception defense method based on dynamic camouflage network by Shuo WANG, Jianhua WANG, Qingqi PEI, Guangming TANG, Yang WANG, Xiaohu LIU

“…In view of the problem that the existing honeypots often fail to resist the penetration attack due to the lack of confidentiality,an active deception defense method based on dynamic camouflage network (DCN) was presented.The definition of DCN was given firstly,and then the attacker-defender scenario of active deception based on DCN was described.Next,the interaction process of the attacker-defender scenario was modeled by using a signaling game,whose equilibrium can guide the selection of optimal deception strategy.Furthermore,to quantify the payoffs accurately,the two-layer threat penetration graph (TLTPG) was introduced.Finally,the solution for game equilibrium was designed,through which pure strategy and mixed strategy could be calculated simultaneously.The experimental results show that,based on the dynamic camouflage network,the perfect Bayesian equilibrium can provide effective guidance for the defender to implement the optimal defense strategy and maximize the benefits of the defender.In addition,the characteristics and rules of active deception defense DCN-based are summarized.…”
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Enhancing Vegetation Mapping in Mexico through Artificial Intelligence and Remote Sensing Techniques by R. Orozco Gálvez, H. Ramos Ramos, J. C. Camacho Pérez, J. L. Ornelas de Anda, C. M. López López, A. K. Ahedo Díaz

“…<br />Recent advancements have underscored the need for innovative modelling and processing capabilities. INEGI are currently exploring artificial intelligence applications, particularly the use of multilayer perceptron neural networks, to enhance vegetation and land-use detection. …”
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DEFORMATION WAVES AS A TRIGGER MECHANISM OF SEISMIC ACTIVITY IN SEISMIC ZONES OF THE CONTINENTAL LITHOSPHERE by S. I. Sherman

“…This understanding of the fundamental basis of seismic process needs to be more thoroughly justified with application of modern concepts, its revised phenomenological concept and development of a model representing a seismic zones as a geologically and geophysically independent structure of the lithosphere, which has its specific properties, based on which testing of the lithosphere becomes possible for purposes of potential earthquake prediction.…”
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Integrating network pharmacology and multi-omics in a systems approach: a mechanism study of Jinhong tablets against chronic superficial gastritis by Lihao Xiao, Tingyu Zhang, Yun Liu, Chayanis Sutcharitchan, Qingyuan Liu, Xiaoxue Fan, Jian Feng, Huifang Gao, Shao Li, Tong Zhang

“…Enrichment analyses were performed on holistic targets and a multi-layer biomolecular network of JHT was established. …”
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A segmentation-combination data augmentation strategy and dual attention mechanism for accurate Chinese herbal medicine microscopic identification by Xiaoying Zhu, Xiaoying Zhu, Guangyao Pang, Guangyao Pang, Xi He, Xi He, Yue Chen, Yue Chen, Zhenming Yu

“…Additionally, a shallow-deep dual attention module enhances the model's ability to focus on relevant features across different layers. …”
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Training improvement methods of ANN trajectory predictors in power systems by Sangwon Kim

“…The effectiveness of the developed methods is validated based on the WSCC three‐machine nine‐bus and IEEE 39‐bus system models. The mean absolute error (MAE) and trajectory prediction results are analysed, in which the numbers of neurons, hidden layers, and training epochs are constrained during the ANN training process. …”
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Research on Wireless Passive Ultrasonic Thickness Measurement Technology Based on Pulse Compression Method by Long Pan, Kunsan Shi, Lei Han, Dingrong Qu, Yanling Zhang, Wenwu Chen

“…The research methodology encompassed the development of mathematical and circuit models for single coil and wireless energy transmission, the proposal of a three-terminal wireless energy mutual coupling system, and the establishment of a finite element model simulating the ultrasonic body wave thickness measurement and wireless energy transmission system. …”
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CerviXpert: A multi-structural convolutional neural network for predicting cervix type and cervical cell abnormalities by Rashik Shahriar Akash, Radiful Islam, SM Saiful Islam Badhon, KSM Tozammel Hossain

“…Our approach emphasizes simplicity, using a limited number of convolutional layers followed by max-pooling and dense layers, trained from scratch. …”
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Study on Packaging Technology of GAGG:Ce Scintillation Detector by WAN Qianyin1, 2, WANG Qiang1, 2, XIE Yuqing1, 2, XIAO Xiong1, 2, ZHANG Zetao1, 2, DING Yuchong1, 2, REN Kejing1, 2, XU Yang1, 2

“…Firstly, the photon collection efficiency with specular reflector and diffuse reflector was analyzed under the conditions of crystal surface is specular and fleeced respectively, based on Geant4 LUT photon transport model. It is determined that the diffuse reflection on the crystal surface is the most conducive to the collection of scintillation photons. …”

The soft liquid metal-based pressure sensor based on resistance-capacitance coupling by Kang Sun, Xinxin Zhang, Shuting Liang, Liangtao Li, Caicai Jiao, Qian Wang, Wuliang Chen, Liang Hu, Yubo Fan

“…Meanwhile the methods of flexible mechanical sensors to improve the sensitivity are mainly micro-structuring of the electrode or dielectric layer, which is a complicated process and less probing of the electrode shape. …”
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INTERACTIONS BETWEEN GABBROID AND GRANITOID MAGMAS DURING FORMATION OF THE PREOBRAZHENSKY INTRUSION, EAST KAZAKHSTAN by S. V. Khromykh, G. N. Burmakina, A. A. Tsygankov, P. D. Kotler, A. G. Vladimirov

“…We propose a magma interaction model describing penetration of the basite magma into the lower horizons of the granitoid source, which ceased below the viscoplastic horizon of granitoids. …”
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