Frame Theory and Fractional Programming for Sparse Recovery-Based mmWave Channel Estimation by Razvan-Andrei Stoica, Hiroki Iimori, Giuseppe Thadeu Freitas de Abreu, Koji Ishibashi

“…The first is a complete frame-theoretical treatment of the sensing matrix design (beam management) problem, compactly described by a pair of Lemmas that together with efficient low-coherence frame construction algorithms offer a general solution for the optimal transmitter (Tx) and receiver (Rx) beamforming components of the sparse mmWave channel estimation problem. …”
Get full text

Reconstruction of reservoir rock using attention-based convolutional recurrent neural network by Indrajeet Kumar, Anugrah Singh

“…This deep learning method is computationally efficient, fast, and reliable for synthetic image realizations. …”
Get full text

Variable Importance Measures Suggest Paramount Influence of Human Economics on Alien‐Species Introductions by Ignasi Arranz, Ralph Mac Nally, Emili García‐Berthou

“…Results showed that random forests and hierarchical partitioning generally agreed in ranking variable importance but showed considerably different conclusions to the standard statistical approach. …”
Get full text

Improving drug–target affinity prediction by adaptive self-supervised learning by Qing Ye, Yaxin Sun

“…Through this two-stage feature extraction design, each stage undertakes specific tasks, fully leveraging the advantages of each model while efficiently integrating information from different data sources, providing a more accurate and comprehensive solution for drug-target affinity prediction. …”
Get full text

GP4ESP: a hybrid genetic algorithm and particle swarm optimization algorithm for edge server placement by Fang Han, Hui Fu, Bo Wang, Yaoli Xu, Bin Lv

“…Edge server placement (ESP) is one of the key issues needed to be addressed for effective and efficient request processing, by deciding which edge stations to equip with limited edge resources. …”
Get full text

Cooperative and Hierarchical Optimization Design of Shipboard MVDC System for Adapting to Large, Pulsed Power Load by Zhimeng Liu, Yongbao Liu, Youhong Yu, Rui Yang

“…The proposed method is applied to determine the system optimal energy storage configuration and dynamic performance across multiple scenarios, including different propulsion conditions with various types of large, pulsed power loads. …”
Get full text

Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…DeepMol's predefined configurations and customizable objective functions make it accessible to users at all skill levels while enabling efficient and reproducible workflows. Benchmarking on diverse datasets demonstrated its ability to deliver optimized pipelines and superior performance across various molecular machine-learning tasks.…”
Get full text

Influence of Solvent Concentration on the Amount of Individual Phenolic Compounds in Apple and Sour Cherry Pomace by Maria Bianca Mandache, Ana-Maria Stoenescu, Sina Cosmulescu

“…In order to determine the most efficient method of extracting these phenolic compounds from pomace, different concentrations of ethanol were used as the organic solvent. …”
Get full text

A dual attentional skip connection based Swin‐UNet for real‐time cloud segmentation by Fuhao Wei, Shaofan Wang, Yanfeng Sun, Baocai Yin

“…(a): They tend to produce discontinuous boundaries and fail to capture less salient feature, which corresponds to thin cloud pixels; (b): they are unrobust towards different scenarios. Those issues are circumvented by integrating U‐Net and the swin transformer together, with an efficiently designed dual attention mechanism based skip connection. …”
Get full text

The Role of Donations and Education Services in Kabale Municipality Kabale District. by Ampaire, Bronia

“…The study concludes that learning materials should be availed on time to the schools so that the learners can use them effectively and efficiently. The donors should have tried to ensure that the pupils had all the required learning materials. …”
Get full text

Achieving high density and controlled microstructure by predicting hot deformation behavior of low-cost powder metallurgy Ti-5553 alloy by Krystian Zyguła, Oleksandr Lypchanskyi, Kamil Cichocki, Grzegorz Korpała, Marek Wojtaszek, Ulrich Prahl

“…The constitutive model demonstrated an accurate prediction of the alloy's behavior, with an average absolute relative error (AARE) of 9.45 % for flow stress at different strain levels. The processing maps have identified three processing windows, which allow for the optimization of parameters for efficient hot deformation. …”
Get full text

Assessment of continuous flow analysis (CFA) for high-precision profiles of water isotopes in snow cores by R. Dallmayr, H. Meyer, V. Gkinis, T. Laepple, T. Laepple, M. Behrens, F. Wilhelms, F. Wilhelms, M. Hörhold

“…Here we present a new setup to efficiently measure stable water isotopes in snow profiles utilizing a continuous flow analysis (CFA) system enabling measuring multiple snow cores in a reasonable time and with high quality. …”
Get full text

Dynamic analysis of bi-material cathode in lithium-ion battery capacitors by DRT method by Zhang Guo, Chihua Lu, Zhien Liu, Ningfeng Wang, Yabin An, Chen Li, Yanan Xu, Xianzhong Sun, Xiong Zhang, Kai Wang, Yanwei Ma

“…Distribution of relaxation times method allows for efficient analysis of dynamic characteristics by deconvolving electrochemical impedance spectroscopy. …”
Get full text

Preclinical efficacy of multi-targeting mRNA-based CAR T cell therapy in resection models of glioblastoma by Oula K. Dagher, Martin Pedard, Darel Martinez Bedoya, Shawna K. Brookens, Denis Migliorini, Avery D. Posey, Jr.

“…We performed head-to-head in vitro and in vivo analyses of mRNA-based CAR T cells generated using different expansion conditions, mRNA delivery methods, or combination approaches. …”
Get full text

Hybrid Energy Storage Systems, Converter Topologies, Energy Management Systems, and Future Prospects of Green Marine Technology: A Comprehensive Review by Md. Rubel Sarkar, Yunho Park, Haneul Park, Junghyun Woo, Hyunwoo Son

“…However, a critical challenge is to ensure efficient power sharing among the different ESSs. For this purpose, numerous research articles on optimizing the performance of HESS control strategies have been published. …”
Get full text

Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises by Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao

“…However, existing methods for leveraging online reviews in product design improvement have significant limitations, including insufficient attention paid to the hierarchical structure of different attributes when extracting product improvement attributes and a lack of quantitative attribute prioritization strategies. …”
Get full text

Challenges in Precision Sunflower Cultivation: The Impact of the Agronomic Environment on the Quality of Precision Sowing Techniques and Yield Parameters by Mihály Zalai, Csaba Bojtor, János Nagy, Adrienn Széles, Szabolcs Monoki, Árpád Illés

“…Precision agriculture and advanced sowing technologies, including variable sowing rates, can be used to optimise sunflower yields by ensuring a uniform plant distribution, efficient resource utilisation, and adaptation to soil variability. …”
Get full text

A Comparison Between Multilayer Perceptrons and Kolmogorov-Arnold Networks for Multi-Task Classification in Sitting Posture Recognition by David Carneros-Prado, Luis Cabanero-Gomez, Esperanza Johnson, Ivan Gonzalez, Jesus Fontecha, Ramon Hervas

“…Prolonged incorrect sitting postures can lead to various health issues, including musculoskeletal disorders and reduced quality of life. Efficient and accurate methods for monitoring and assessing sitting postures are crucial for promoting overall well-being in our increasingly sedentary society. …”
Get full text

Magnetic nanoparticles for eliminating endocrine-disrupting compounds in water treatment – a quantitative systematic analysis by Juliana Guimarães, Igor Taveira, Thuane Mendes Anacleto, Alex Enrich-Prast, Alex Enrich-Prast, Alex Enrich-Prast, Fernanda Abreu

“…However, depending on the EDCs type, the concentration of MNPs have to be adjusted to increase EDCs recovery rates, possibly due to their different chemical compositions and properties. Our results indicate that MNPs are an efficient, with potential to be a relatively cheap way to extract or eliminate EDCs from wastewater and should be considered an innovative tool to be included in waste treatment protocols.…”
Get full text

Research and predictive analysis of pyrolysis characteristics of multi-source organic solid wastes by ZHANG Zihang, XING Bo, MA Zhongqing, HU Yanjun, ZHANG Zhixiao, YUAN Shizhen, LU Rufei, CHEN Yingquan, WANG Shurong*

“…This study aims to offer valuable insights into the intelligent management and efficient disposal of organic solid waste.…”
Get full text