Novi pristup u upravljanju hidroelektranama zasnovan na neuronskim mrežama by Radmila Koleva, Darko Babunski, Emil Zaev, Atanasko Tuneski, Laze Trajkovski

“…Artificial Neural Networks (ANN) as a technique used in the HPP control systems have advantages in getting a stable and faster response but the complexity of the structure behind the neural networks (NN), meaning algorithms, number of hidden layers, training function, activation function can complicate and destabilize the process. …”
Get full text

Strain promoted azide alkyne cycloaddition, an efficient surface functionalization strategy for microRNA magnetic separation by Djamila Kechkeche, Sirine El Mousli, Claire Poujouly, Emilie Secret, Vincent Dupuis, Isabelle Le Potier, Marie-Emmanuelle Goriot, Julien Siracusa, Sébastien Banzet, Jean Gamby, Jean-Michel Siaugue

“…Maghemite nanoparticles were coated with a layer of silica, doubly functionalized with PEG chains to guarantee colloidal stability and limit non-specific protein adsorption, and amine functions to allow post-functionalization with DNA which have complementary sequences of the targeted miRNA. …”
Get full text

<i>Willaertia</i> Lysate: A Hydrobiome-Biosourced Ingredient with Multi-Site Antioxidative and Antiaging Properties by Morgan Dos Santos, Julie Rorteau, Kilian Laho, Hanan Osman-Ponchet, Manon Barthe, Benjamin Quelard, Antoine Carlino, Adeline Saha, Sandrine Troussieux

“…Aging is synonymous with the skin becoming increasingly thin and fragile, which is associated with a decrease in epidermal cell layers. Beyond this intrinsic aging process, the skin is continually exposed to environmental stressors such as UV radiation that accelerate aging. …”
Get full text

Multimodal rapid identification of growth stages and discrimination of growth status for Morchella by Ning Jia, Chunjun Zheng

“…During the rapid identification process of the growth stage of Morchella, the Multi Stage Vision Enhanced Position Encoding Vision Transformer (MS-EP ViT) model is adopted. …”
Get full text

Application of deep neural networks to forecast 60Co soil to plant transfer factor values based in pedological parameters by Lucas Iwahara, Cláudio Pereira, Maria Angélica Wasserman, Flávia Bartoly

“…The soil-plant transfer factor (Fv) is used methods in the computational models for radiological risk assessment by ingestion of radiocobalt-contaminated food. …”
Get full text

AnomLite: Efficient binary and multiclass video anomaly detection by Anna K. Zvereva, Mariam Kaprielova, Andrey Grabovoy

“…The initial layers of MobileNetV2 are employed for efficient spatial feature extraction, capturing low-to-mid-level features such as edges and textures, while the last hidden state of an LSTM processes temporal dependencies to identify patterns indicative of anomalies. …”
Get full text

Screen shooting resistant watermarking based on cross attention by Lianshan Liu, Peng Xu, Qianwen Xue

“…Afterward, we calculate the attention scores through multi-head attention layers and generate the encoded image through concatenation. …”
Get full text

Causes of Mass Mutual Violence: Structuring Concepts and Subjective Factors of Deliberate Wars by Nikolai S. Rozov

“…Subjective factors relevant to the formation of the determination to go to war include such heterogeneous but interrelated layers of reality as hormonal background, structures of the unconscious, and ritual practices of social organization. …”
Get full text

A Comprehensive Approach to Rustc Optimization Vulnerability Detection in Industrial Control Systems by Kaifeng Xie, Jinjing Wan, Lifeng Chen, Yi Wang

“…However, the Rustc optimization process may introduce vulnerabilities due to algorithmic flaws or issues arising from component interactions. …”
Get full text

Innovative data augmentation strategy for deep learning on biological datasets with limited gene representations focused on chloroplast genomes by Mohammad Ali Abbasi-Vineh, Shirin Rouzbahani, Kaveh Kavousi, Masoumeh Emadpour

“…A hybrid model of Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) layers was applied across augmented datasets comprising genes and proteins from eight microalgae and higher plant chloroplasts. …”
Get full text

MECHANISMS OF MANTLE‐CRUST INTERACTION AT DEEP LEVELS OF COLLISION OROGENS (CASE OF THE OLKHON REGION, WEST PRIBAIKALIE) by A. G. Vladimirov, A. S. Mekhonoshin, S. V. Khromykh, E. I. Mikheev, A. V. Travin, N. I. Volkova, T. B. Kolotilina, Yu. A. Davydenko, E. V. Borodina, V. V. Khlestov

“…Considering petrology, the deep mafic chamber under the layer of granulite facies is evidenced by metamorphic magma mingling, as well as pipe‐shaped intrusions characterized by the specific morphology, internal structure and bulk rock compositions. …”
Get full text

MULTIMODAL APPROACH TO THE STUDY OF SPECIALIZED TEXTS IN TECHNICAL DISCOURSE by Yuliia V. Polycheva, Volodymyr I. Vetokhin

“…Given that, a distinctive feature of multimodal technical discourse is the presence of accompanying drawings or / and explanatory drawings, which demonstrate all the geometric parameters and other information concerning the manufacturing processes of the product. From an extralinguistic point of view, it is not the language that is considered, but a drawing, a table, a diagram as a whole, creating an image and representing encrypted data, the correct analysis of which reveals a large layer of technical information. …”
Get full text

Structural, physical, optical, mechanical, and radiation shielding investigation of tantalum pentoxide doped Germanate-Tellurite-Borate based glass system by M.I. Sayyed, M.H.A. Mhareb, M.Kh. Hamad, Abed Jawad Kadhim, Kawa M. Kaky, Yasser Maghrbi

“…Moreover, the half-value layer (HVL) at 0.05 MeV is reduced from about 0.15 cm for the Ta0.5 sample to 0.14 cm for the Ta2.5 sample. …”
Get full text

Pan-European forest maps produced with a combination of earth observation data and national forest inventory plotsZenodo by Jukka Miettinen, Johannes Breidenbach, Patricia Adame, Radim Adolt, Iciar Alberdi, Oleg Antropov, Ólafur Arnarsson, Rasmus Astrup, Ambros Berger, Jón Bogason, Gherardo Chirici, Piermaria Corona, Giovanni D'Amico, Jiří Fejfar, Christoph Fischer, Florence Gohon, Thomas Gschwantner, Johannes Hertzler, Zsofia Koma, Kari T. Korhonen, Luka Krajnc, Nicolas Latte, Philippe Lejeune, Andrew McCullagh, Marcin Mionskowski, Daniel Moreno-Fernández, Mari Myllymäki, Mats Nilsson, Jérôme Perin, Juho Pitkänen, John Redmond, Thomas Riedel, Johannes Schumacher, Lauri Seitsonen, Laura Sirro, Mitja Skudnik, Arnór Snorrason, Radosław Sroga, Berthold Traub, Björn Traustason, Bertil Westerlund, Stephanie Wurpillot

“…Maps were created independently for 13 multi-country processing areas. Root-mean-squared-errors (RMSEs) for AGB ranged from 53 % in the Nordic processing area to 73 % in the South-Eastern area. …”
Get full text

Research on LiDAR Clear Air Turbulence Recognition Based on Improved SE-ResNet50 by Zibo ZHUANG, Jun CHEN, Peilin HE, Hongying ZHANG, Guohua JIN, Xiong LUO

“…To address the issue of LiDAR’s low turbulence recognition rate at airports in low-altitude areas, a clear air turbulence recognition method based on an improved Squeeze-and-Excitation Residual Network with 50 layers (SE-ResNet50) is proposed. By introducing the squeeze-and-excitation module and improving the network structure, the model’s excessive sensitivity to feature location is reduced, thereby enabling the network to selectively highlight useful information features during the learning process. …”
Get full text

Integrating unsupervised domain adaptation and SAM technologies for image semantic segmentation: a case study on building extraction from high-resolution remote sensing images by Mengyuan Yang, Rui Yang, Min Wang, Haiyan Xu, Gang Xu

“…During the training process, an iterative training strategy and a noise-weighted loss are applied to further improve the accuracy of the model on unlabeled images. …”
Get full text

Three-Dimensional Bioprinting for Retinal Tissue Engineering by Kevin Y. Wu, Rahma Osman, Natalie Kearn, Ananda Kalevar

“…This review provides an overview of 3DP’s principles, its multi-step process, and various bioprinting techniques, such as extrusion-, droplet-, and laser-based methods. …”
Get full text

Landslide Susceptibility Mapping in Darjeeling Himalayas, India by Amit Chawla, Sowmiya Chawla, Srinivas Pasupuleti, A. C. S. Rao, Kripamoy Sarkar, Rajesh Dwivedi

“…These factors were evaluated for the generation of thematic data layers. Numerical weight and rating for each factor was assigned using the overlay analysis method for the generation of landslide susceptibility map in the Geographic Information System environment. …”
Get full text

Enhanced Conditional GAN for High-Quality Synthetic Tabular Data Generation in Mobile-Based Cardiovascular Healthcare by Malak Alqulaity, Po Yang

“…The proposed architecture employs specialized sub-networks to process continuous and categorical variables separately, leveraging metadata such as Gaussian Mixture Model (GMM) parameters for continuous attributes and embedding layers for categorical features. …”
Get full text

Ancient inspirations in the figural sculpture of Georg Leonhard Weber (1672–1739) by Artur Kolbiarz

“…Appreciation for ancient art in the modern era led to a particular reverence for ancient sculpture. As the process evolved, its scope and scale expanded with the discovery of new statues, the growth of contemporary collections and the emergence of new methods for reproducing classical models. …”
Get full text