FREEDOM OF THE INFORMATION SPACE. IS IT A REALITY OR ILLUSION? by Elena V. Korableva

“…То fit into information flow human should change the way he thinks: develop skills in algorithmic approach to information processing, structured analytical thinking. It requires a structured analytical thinking. 3) The open architecture of the Internet space allows creating new areas and communities. …”
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Attenuation Law of Soil Shear Strength During Rainfall Infiltration in Over-Wet Soil Embankments by Hao Shan, Jia Wang, Zhongyun Chen, Leifeng Li, Baoning Hong, Xuejuan Song

“…This study addresses the critical engineering challenge posed by embankment failures in over-wet soil, which are susceptible to significant settlement and landslides due to rainfall infiltration. …”
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Significant enhancement of Rashba spin–orbit interaction using metastable heavy metal interface by Taishiro Yamazaki, Sora Obinata, Riku Iimori, Kazumasa Yamada, Takashi Kimura

“…Furthermore, we provide the first clear evidence of a positive correlation between the Rashba parameter and the interfacial work-function. These findings highlight the potential of engineering metastable interfacial structures to optimize spin–orbit coupling, enabling precise spin current control. …”
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The prediction method for ground surface settlement of pipe jacking tunnels based on a spatiotemporal transfer learning network by Hairong Huang, Lian Yuan, Jian Chen, Shixia Zhang

“…Surface settlement induced by ground disturbances during pipe-jacking tunnel construction poses a persistent risk, with progressive deformation potentially leading to surrounding structural collapse. …”
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Entropy correction and phase transition of n-dimensional charged dilaton dS black holes by Hui-Hua Zhao, Yun-Zhi Du, Yu-Bo Ma

“…Abstract The manifest disparity in Hawking radiation temperatures between black hole and cosmological horizons in de Sitter (dS) spacetime reveals a non-equilibrium thermal configuration, inherently violating thermodynamic stability criteria. This asymmetry poses significant challenges to the systematic analysis of dS thermodynamics. …”
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A Frequency Domain-Enhanced Transformer for Nighttime Object Detection by Yaru Li, Li Shen

“…Our approach integrates physics-prior enhancement to improve the visibility of objects in low-light conditions, frequency domain feature extraction to capture structural information potentially lost in the spatial domain, and window cross-attention fusion that efficiently combines complementary features while reducing computational complexity, significantly improving detection performance without increasing the parameter count. …”
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Aberrant Responding in Hypothesis Testing: A Threat to Validity or Source of Insight? by Georgios Sideridis, Mohammed H. Alghamdi

“…Aberrant responding poses a significant challenge in measurement and validity, often distorting well-established relationships between psychological and educational constructs. …”
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Attenuation of the First-Cycle Peak Response to an Impulse Disturbance by Abasiodiong Jackson, Simon Fletcher, Andrew Longstaff

“…However, this approach may not adequately address situations where the initial peak response of the vibration poses a risk of damage. This paper presents a novel application of active disturbance rejection control (ADRC) for attenuating the first-cycle peak response of free vibration in flexible structures. …”
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Wind-Induced Vibration Response and Weak Locations of 110 kV Diverging Branch Rods Under Strong Wind by Ziye YANG, Mengwei WANG, Chunlin KUANG, Weiguo SHI, Chang HE

“…Due to the complexity of structural modeling, corresponding structural analysis has not yet been conducted. …”
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Simulated Annealing-Based Hyperparameter Optimization of a Convolutional Neural Network for MRI Brain Tumor Classification by Sofia El Amoury, Youssef Smili, Youssef Fakhri

“…Brain tumor classification poses significant challenges in medical imaging, largely due to the heterogeneity and structural complexity of tumors. …”
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Quantitative evaluation of dislocation density in SUS316L utilizing non-contact microwave reflection method by Guodong WANG, Shaojie GU, Yasuhiro KIMURA, Yuhki TOKU, Yang JU

“…Plastic deformation is a common issue that influences both the mechanical and electrical properties, with profound implications for the longevity of engineered structures and components. Dislocation density is the core factor in the plastic deformation process. …”
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Predicting the thermal conductivity of polymer composites with one-dimensional oriented fillers using the combination of deep learning and ensemble learning by Yinzhou Liu, Weidong Zheng, Haoqiang Ai, Lin Cheng, Ruiqiang Guo, Xiaohan Song

“…CNN model was used to predict this structural parameter, the accuracy R2 can reach 0.950 on the test set. …”
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The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints by Thanh-Dung Le, Ti Ti Nguyen, Vu Nguyen Ha, Symeon Chatzinotas, Philippe Jouvet, Rita Noumeir

“…Results show that 1) adapter structures provide no consistent gains when fine-tuning biomedical LLMs under these constraints, and 2) simpler Transformers, with minimal parameter counts and training times under six hours, outperform adapter-augmented LLMs, which required over 1000 GPU-hours. …”
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MRI based paraspinal muscle mass predicts early cage subsidence after posterior lumbar interbody fusion by Zijian Yang, Jie Liang, Dawei Shi, Can Tuo, Yu Wu, Fan Zhang

“…However, cage subsidence (CS) following PLIF poses a persistent clinical challenge. CS has been associated with several risk factors, including age, sex, low bone mineral density (BMD), endplate damage, muscle condition, and cage design. …”
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