Calibrated Adaptive Teacher for Domain-Adaptive Intelligent Fault Diagnosis by Florent Forest, Olga Fink

“…The resulting method—CAT+TempScaling—achieves state-of-the-art performance on most transfer tasks, with on average 7.5% higher accuracy and 4 times lower calibration error compared to domain-adversarial neural networks (DANNs) across the twelve PU transfer tasks.…”
Get full text

Designing small green houses for the future: energy efficiency and adaptability assessment by Lisheng Chen

“…This study focuses on the design of small green housing for the future, aiming to comprehensively evaluate its energy efficiency and adaptability. By constructing an innovative comprehensive evaluation model SGH-EAM, integrating energy efficiency evaluation components, adaptability evaluation components and fusion decision components, the model is derived using multidisciplinary theories such as thermodynamics, heat transfer, and ergonomics. …”
Get full text

Semantic models and tools for designing adaptive user interfaces of intelligent systems by M. E. Sadouski

“…A method of transferring user interface components within an intelligent systems group during the operation of an intelligent system has also been developed.Conclusion. …”
Get full text

Antimicrobial Resistance Development In Vitro: Adaptive Laboratory Evolution Method (Review) by K. E. Borovkova

“…ALE experiments can include serial transfers of microorganisms to fresh liquid media or Petri dishes, as well as continuous cultivation of microorganisms in a chemostat. …”
Get full text

The protein kinases family in fungi: adaptability, virulence and conservation between species by Emanoelle La Santrer, Cláudia Barbosa Assunção, Thiago Miguelito Navarro de Camargo, Izabella Rodrigues, Sabrina Sidney Campolina, Edgar Lacerda de Aguiar, Thiago de Souza Rodrigues, Rachel Basques Caligiorne

“…This process consists in transfer a phosphate group (γ-PO₄2−) from ATP (adenosine triphosphate) to specific residues in target proteins; thereby, controlling vital cellular processes, such as (i) cell proliferation and differentiation, (ii) response to environmental stimuli (stress, nutrients, hormones), (iii) metabolism, (iv) cell cycle and apoptosis, and (v) signal transduction. …”
Get full text

Agrobacterium tumefaciens-induced proteomic remodelling and physiological adaptations in Hypericum perforatum L by Preeti Shakya, Rajendran K. Selvakesavan, Dawid Perlikowski, Vimala Antonydhason, Leonard Kiirika, Gregory Franklin

Get full text

Adaptive electronics for photovoltaic, photoluminescent and photometric methods in power harvesting for wireless wearable sensors by Chanho Park, Do Yun Park, Haohui Zhang, Da Som Yang, Catherine R. Redden, Seonggwang Yoo, Tae Wan Park, Mingyu Zhou, Jae-Young Yoo, Youngmin Sim, Abraham Vázquez-Guardado, Seung Yun Heo, Raudel Avila, Zhao-Bang Hou, Jiwon Kim, Hak-Young Ahn, Youngdo Kim, Seyong Oh, Jae-Hwan Kim, Jason Baek, Anthony Banks, Aimen F. Shaaban, Yonggang Huang, Kyeongha Kwon, John A. Rogers

“…Additional features of interest are in (i) in-sensor computational approaches that decrease the bandwidth and thus the energy consumption in wireless data communication and (ii) radio frequency power transfer for battery charging. These ideas have utility across broad other classes of wearable devices as well as small, portable electronic gadgetry.…”
Get full text

JiuZhou: open foundation language models and effective pre-training framework for geoscience by Zhou Chen, Ming Lin, Mingrun Zang, Zimeng Wang, Juanzi Li, Yuqi Bai

“…We introduce a two-stage pre-adaptation pre-training method to enhance the efficiency of knowledge learning and transfer in the model and demonstrated its effectiveness. …”
Get full text

Institutional Traps of Digitalization of Russian Higher Education by M. A. Golovchin

“…In 2016-2018 the state in Russia adopted a package of program documents, which implies the transfer of education to the large-scale introduction of digital technologies. …”
Get full text

Knowledge and Technology Transfer: Trends and Models in Practice of Leading Russian Universities by L. V. Konstantinova, A. M. Petrov, V. V. Vorozhikhin, D. A. Shtykhno

“…The research deals with identification of key trends and models of new practices of the leading Russian universities in the fields of knowledge and technology transfer. Topicality of the research is envisaged by the necessity to adapt the system of higher education in Russia to targets of providing technological sovereignty and leadership, which requires introduction of universities in processes of knowledge and technology transfer, as well as commercialization of innovation. …”
Get full text

METHODS OF METAPHOR TRANSFER IN THE PROCESS OF ADVERTISING SLOGANS TRANSLATION by Оlena М. Bondarevska

“…The study of the nature of metaphorical transference, the analysis of the multifaceted language shifts that it causes, the consideration of the dependence of the metaphor on its syntagmatic and paradigmatic ties helps to penetrate the complex vocabulary system, to see the boundless possibilities of the formation of new lexical units hidden therein, to reveal the dynamics of semantic relations within the lexical system this synchronous cut. …”
Get full text

Development and Transfer of Microbial Agrobiotechnologies in Contrasting Agrosystems: Experience of Kazakhstan and China by Aimeken M. Nygymetova, Assemgul K. Sadvakasova, Dilnaz E. Zaletova, Bekzhan D. Kossalbayev, Meruyert O. Bauenova, Jingjing Wang, Zhiyong Huang, Fariza K. Sarsekeyeva, Dariga K. Kirbayeva, Suleyman I. Allakhverdiev

“…This article examines the agroecological and economic impacts of applying microbial consortiums and explores the mechanisms of technology transfer using the example of two countries with differing levels of scientific and technological advancement–China and Kazakhstan. …”
Get full text

MM-HGNN: Multimodal Representation Learning Heterogeneous Graph Neural Network by Khalil Bachiri, Ali Yahyaouy, Maria Malek, Nicoleta Rogovschi

“…MM-HGNN introduces a novel Modality Transferability Function to quantify the heterogeneity between different modalities, which allows the model to dynamically adjust the attention scores and give precedence to unique information that is non-redundant. …”
Get full text

A lightweight and explainable CNN model for empowering plant disease diagnosis by Chiranjit Pal, Swastik Karmakar, Imon Mukherjee, Partha Pratim Chakrabarti

Get full text

Thinking- Skins by Jens Böke

“… Under the guiding concept of a thinking skin, the research project examines the transferability of cyber-physical systems to the application field of façades. …”
Get full text

CAPTURE-CAPIVASERTIB AND PROSTATE CANCER TARGETING: UNRAVELING RESISTANCE ELEMENTS

“…By means of SILAC-based proteome mapping, our study reveals that capivasertib alters the expression of several proteins involved in the endocytic pathway, such as Dynamin II, Rab5 as well as the transferrin receptor, helping cancer cells to evade apoptosis. …”
Get full text

African New Towns by Rachel Keeton

“…Notably, most authors working on this topic primarily employ internet sources or a single case study to build their arguments, which can be problematic in the African context where remotely-sourced data is often unreliable and New Towns as a group exhibit vast divergences that may limit the transferability of results from individual case studies. …”
Get full text

CoastVisionNet: transformer with integrated spatial-channel attention for coastal land cover classification by Li Yang, Liu Yijun, Wenhao Deng

“…SGSM enhances generalization by incorporating spectrum-conditioned priors, uncertainty-aware regularization, and curriculum-based spectral reweighting.ResultsExtensive experiments on diverse coastal satellite datasets demonstrate that CoastVisionNet significantly outperforms existing baselines in classification accuracy, especially in out-of-distribution regions and under varying imaging conditions.DiscussionFurthermore, the model exhibits high transferability across different sensors and temporal snapshots, making it well-suited for the complex, evolving nature of coastal environments. …”
Get full text

Research on Ship Heave Motion Compensation Control Under Complex Sea State Environment Based on Improved Reinforcement Learning by ZHANG Qin, ZHOU Jingyi, WANG Xingyue, HU Xiong

“…In turn, this fortifies the bastion of offshore operations and safeguards personnel transfers.Results and DiscussionsSimulation experiments demonstrate the outstanding effectiveness of the improved TD3 algorithm in compensation control when confronted with adverse and complex sea conditions. …”
Get full text

Effects of naphthalene, an aromatic hydrocarbon on the molecular and anatomical characteristics of the Portulaca oleracea plant by Zahra Janbazi, Fatemeh Zarinkamar, Sasan Mohsenzadeh

“…Specifically, the expression of glutathione S-transferase in roots and shoots significantly increased by 80.85 and 78.59%, respectively in response to severe stress compared to the control group. …”
Get full text