Spectral Adaptive Dropout: Frequency-Based Regularization for Improved Generalization by Zhigao Huang, Musheng Chen, Shiyan Zheng

“…Thise research explores several implementations including FFT-based analysis, wavelet decomposition, and per-attention-head adaptation, culminating in an optimized approach that balances computational efficiency with regularization effectiveness. …”
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Features of Adaptation and Overcoming Stress in Adolescents in the Conditions of Military Conflict by Hanna Pavlenko, Anastasiia Zvierieva

“…In the group of Ukrainian adolescents abroad, an emotionally oriented coping strategy is more common, which is more effective in reducing stress and increasing emotional adaptability. The study confirms the importance of understanding and supporting the psychological well-being of adolescents in different life circumstances and emphasizes the need to implement effective psychological interventions to support adolescents in war and promote their successful adaptation.…”
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Pedagogical mentoring in the process of adaptation of young teachers to professional activities by A. A. Mutigullina

“…We revealed that the introduction of an individual mentoring approach for young teachers helps ensure not only an increase in the personal achievements of a young specialist, but also their inclusion in teaching activities, the social life of an educational organization, increased self-confidence, the development of self-realization and adaptation to the profession. This methodology allows not only to prepare a teacher for his main job, but also to implement him as a fullfledged participant in the Federal project "Young Professionals".…”
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Dynamic Mixture of Experts for Adaptive Computation in Character-Level Transformers by Zhigao Huang, Musheng Chen, Shiyan Zheng

“…This paper challenges the prevailing assumption that Mixture of Experts (MoE) consistently improves computational efficiency through a systematic evaluation of MoE variants in Transformer models. We implement and compare three approaches: basic MoE, top-<i>k</i> routing, and capacity-factored routing, each progressively addressing load-balancing challenges. …”
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Coupling Modeling and Adaptive Control for Piezoelectric-Actuated Positioning Stage by Liang Li, Shi-Xin Zhang, Sheng-Jun Wen

“…Secondly, based on the built model, the inverse of fractional-order model and the inverse of PI model are implemented as the feedforward compensations, and an adaptive control is designed to adjust the tracking performance of the whole system. …”
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An Adaptive Multi-Fidelity Surrogate Model for Uncertainty Propagation Analysis by Wei Xiao, Yingying Shen, Jiao Zhao, Luogeng Lv, Jiangtao Chen, Wei Zhao

“…The <i>k</i>-means clustering algorithm is employed to identify locations within the parameter space for conducting high-fidelity simulations, leveraging insights gained from low-fidelity responses. An adaptive sampling criterion, leveraging the low-fidelity projection error derived from the Gappy-POD method, is implemented to progressively augment high-fidelity samples. …”
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A Framework for Adaptive Game Presenters with Emotions and Social Comments by Effie Karouzaki, Anthony Savidis

“…Game commentary should take into account players' personalities along with game progress in order to achieve social player-adapted comment delivery that boosts the overall gameplay, engages the players, and stimulates the audience. …”
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Addressing the Limitations of the Futures Cone: Introducing the Adaptive Futures Mesh by Alireza Hejazi

“…It visualizes cascading impacts, emphasizing human agency, and enables continuous adaptation through feedback loops. Research limitations include the lack of empirical validation and potential challenges in implementing the AFM across diverse contexts. …”
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Generic Controller Adaptive Load Balancing (GCALB) for SDN Networks by Wael Hosny Fouad Aly

“…The proposed model is called a Generic Controller Adaptive Load Balancing (GCALB) model for SDNs. GCALB adapts the load among slave controllers based on a GCALB algorithm. …”
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Coastal roads atlas. Reshaping daily infrastructures for coastline adaptation by Chiara Nifosì, Federico De Angelis, Rawad Choubassi, Andrea Gorrini, Federico Messa

“…Particular attention is paid to the different vulnerabilities of Italian coastline and to the ways in which adaptation measures can be implemented to mitigate risks. …”
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Teaching foreign language during adaptation process to European Union by Hidayet TOK, Sebahattin ARIBAŞ

“…In the end of this study, there are regulations and recommendations about teaching foreign languages which are foreseen to be implemented in the adaptation process of EU.…”
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Adaptation of the Mitsunobu Reaction for Facile Synthesis of Dorsomorphin-Based Library by Daria Novikova, Svetlana Vorona, Anastasiya Zenina, Tatyana Grigoreva, Vyacheslav Tribulovich

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Bionic search for transportation problem solution on the basis of adaptation strategy by Yury Olegovich Chernyshev, Anna Yuryevna Poluyan, Pavel Alexandrovich Panasenko, Denis Yuryevich Paskevich

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Circle Detection with Adaptive Parameterization: A Bottom-Up Approach by Lin Han, Yan Zhuang, Ke Chen, Yuhua Xie, Guoliang Liao, Guangfu Yin, Jiangli Lin

“…This paper presents a novel circle detection algorithm based on two perceptually grounded parameters: the perceptual length difference resolution λ, derived from human cognitive models, and the minimum distinguishable distance threshold K, determined through empirical observations. The algorithm implements a local stochastic sampling strategy integrated with a bottom-up circular search mechanism, with all critical parameters in the algorithm derived adaptively based on λ and K, eliminating the need for repetitive hyperparameter search processes. …”
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Dynamic flood adaptation pathways for Shanghai under deep uncertainty by Xinmeng Shan, Jeroen C. J. H. Aerts, Jun Wang, Jie Yin, Ning Lin, Nigel Wright, Mengya Li, Yuhan Yang, Jiahong Wen, Fengyue Qiu, Paolo Scussolini

“…In contrast, local scale ‘soft adaptation’ (flood-proofing buildings) is only effective and economically efficient in combination with hard adaptation (‘hybrid strategy’). …”
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The Practice of Cultural Adaptation of Foreign Students Based on Creative Activity by Svetlana V. Popkova

“…The theoretical significance of the research lies in demonstrating the heuristic potential of Kant’s theory of creativity and imagination for studying the cultural adaptation of foreign students. When it comes to the practical importance, the study outlines prospects for further elaboration of the project “Development of New Cooperation Practices for the Sociocultural Adaptation of Migrants in the Arkhangelsk Region”, which was implemented as part of the Arkhangelsk Region Governor’s Grant Competition in 2023–2024.…”
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Adaptive Access Control Mechanism (AACM) for Enterprise Cloud Computing by Amardeep Kaur, Amandeep Verma

“…The proposed method is beneficial in dynamic environments where the system must adapt to evolving scenarios.…”
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Adapting to uncertainty: navigating the pandemic with green and traditional HR practices by Ume Sumayya, Ume Amen, Irfan Hameed

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Analyzing Different Module Characteristics in Computer Adaptive Multistage Testing by Melek Gülşah Şahin

“…Computer Adaptive Multistage Testing (ca-MST), which take the advantage of computer technology and adaptive test form, are widely used, and are now a popular issue of assessment and evaluation. …”
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Social and psychological adaptation of foreign students in a Russian university by O. S. Belova, A. G. Soloviev, A. V. Parnyakov

“…The parameters of social and psychological adaptation of foreign first-year students corresponded to the average normative indicators, Russian students were at high level of adaptation. …”
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