Distinguishing classes of neuroactive drugs based on computational physicochemical properties and experimental phenotypic profiling in planarians. by Danielle Ireland, Christina Rabeler, Sagar Rao, Rudy J Richardson, Eva-Maria S Collins

“…We used principal coordinate analysis or uniform manifold approximation and projection, each coupled with linear discriminant analysis, and two types of machine learning models-artificial neural net ensembles and support vector machines. …”
Get full text

The care needs of persons with oropharyngeal dysphagia and their informal caregivers: A scoping review. by Aurora Ninfa, Valeria Crispiatico, Nicole Pizzorni, Marta Bassi, Giovanni Casazza, Antonio Schindler, Antonella Delle Fave

“…<h4>Conclusions</h4>The recurrence of personal and social needs besides physical ones highlighted the manifold impact of OD on patients' and caregivers' lives. …”
Get full text

Defect Detection in Concrete Structures Based on Characteristics of Hammer Reaction Force and Apparent Stiffness of Concrete by Koki Shoda, Jun Younes Louhi Kasahara, Qi An, Atsushi Yamashita

“…For dimensionality reduction, we use Uniform Manifold Approximation and Projection to accurately embed data clusters near decision boundaries in a low-dimensional space. …”
Get full text

Efficient nonlinear function approximation in analog resistive crossbars for recurrent neural networks by Junyi Yang, Ruibin Mao, Mingrui Jiang, Yichuan Cheng, Pao-Sheng Vincent Sun, Shuai Dong, Giacomo Pedretti, Xia Sheng, Jim Ignowski, Haoliang Li, Can Li, Arindam Basu

“…Compared to other approaches, we demonstrate manifold increase in area-efficiency, energy-efficiency and throughput due to the in-memory, programmable ramp generator that removes digital processing overhead.…”
Get full text

Impact of Spatial Hole Burning and Linewidth Enhancement Factor on Distributed-Feedback Quantum Cascade Lasers: A Comprehensive Design Analysis by Sara Zaminga, Lorenzo Columbo, Carlo Silvestri, Mariangela Gioannini, Frederic Grillot

“…The purpose is to supply designers with a guideline to achieve the optimal structure for efficient single-mode emission, which is a highly required specification in manifold applications, like free-space optical communication. …”
Get full text

Assessment on Performance and Emission Characteristics of the CRDI Engine Fueled with Ethanol/Diesel Blends in Addition to EGR by C. Dineshkumar, P. D. Jeyakumar, C. K. Arvinda Pandian, N. Rajmohan, P. V. Elumalai, N. Kamesh, Saboor Shaik, Mohsen Sharifpur, Nima Khalilpoor

“…The blend E10D90 with 20% EGR shows the highest BTE of 8.87% when compared with base fuel, due to proper fuel mixture taking place in the inlet manifold. The results indicate that the engine runs smoothly, and E30D70 has chosen an optimum blend. …”
Get full text

An In-Depth Study of Personalized Anesthesia Management Models in Gastrointestinal Endoscopy Based on Multimodal Deep Learning by Hanqi Shi, Hongyu Wang, Xibing Ding, Zheng Dang

“…Based on these findings, a multimodal deep learning model was developed that integrates Long Short-Term Memory (LSTM) networks, hyperparameter geometric manifold optimization (GMO) methods and data-driven sparse matrix classifiers. …”
Get full text

Does sociality affect evolutionary speed? by Socias-Martínez, Lluís, Peckre, Louise Rachel

“…The consequences of these effects on the effective breeding population size are made responsible for changes in the speed of neutral evolution. Despite the manifold approaches used to measure sociality and evolutionary speed, there is support for both the selectionist and populationist perspectives on anagenesis. …”
Get full text

Millimeter-Wave All-Digital Phase-Locked Loop Using Reference Waveform Oversampling Techniques by Teerachot Siriburanon, Chunxiao Liu, Jianglin Du, Robert Bogdan Staszewski

“…., harmonic distortion, differential path mismatches, and other nonideality factors, can be programmably compensated by the proposed digital manifold calibration scheme, resulting in low reference spurs. …”
Get full text

RNA sequence analysis landscape: A comprehensive review of task types, databases, datasets, word embedding methods, and language models by Muhammad Nabeel Asim, Muhammad Ali Ibrahim, Tayyaba Asif, Andreas Dengel

“…Considering the absence of a comprehensive literature that bridges this research gap and promotes the development of AI-driven RNA sequence analysis applications, the contributions of this manuscript are manifold: It equips AI researchers with biological foundations of 47 distinct RNA sequence analysis tasks. …”
Get full text

Influence of Injection Pressure on the Dual-Fuel Mode in CI Engines Fueled with Blends of Ethanol and Tamanu Biodiesel by M. Parthasarathy, P. V. Elumalai, M. Murunachippan, P. B. Senthilkumar, Saboor Shaik, Mohsen Sharifpur, Nima Khalilpoor

“…This study utilizes CNG under dual-fuel conditions when delivered through the intake manifold. In a dual-fuel mode, compressed natural gas (CNG) is utilized as the secondary fuel and a blend of 90% tamanu methyl ester and 10% ethanol (TMEE10) is used as the primary fuel. …”
Get full text

Investigation of Randomly Populated Cylindrical, Spherical, and Cubical Arrays for Application in Space, Aerial, and Underwater Collaborative Beamforming by Kristopher R. Buchanan, Roanne Manzano-Roth, Annie Lin, Gabriella Loaiza, Meghan Sills, Jin Li, Sara R. Wheeland, Sounak Chakrabarti, Angelica R. Rodriguez, Gregory H. Huff, Mark Patefield, Anthony Jones

“…Finally, additional simulations are provided in this work using a cylindrical manifold that comprises ten, fifty, and one hundred isotropic radiators to determine the feasibility of a small element population.…”
Get full text

Synergistic effects of PGPRs and fertilizer amendments on improving the yield and productivity of Canola (Brassica napus L.) by Haji Muhammad, Muhammad Ijaz, Abdul Sattar, Sami Ul-Allah, Ahmad Sher, Muhammad Asif, Muhammad Dilshad, Khalid Mahmood, Muhammad Waheed Riaz, Muhammad Saqlain Zaheer, Muhammad Rizwan, Salim Manoharadas

“…The effects of PGPRs are manifold in agriculture, especially in monoculture crops, where the soil needs to be modified to increase germination, yield, and disease resistance. …”
Get full text

Comparison of the Watson formula and bioimpedance spectroscopy for measuring body volume and calculating kt/V in patients with peritoneal dialysis by Sixiu Liu, Yuan Feng, Qingyan Zhang, Jian Lu, Nan Li, Ying Liu, Chunming Jiang

“…Moreover, through uniform manifold approximation and projection analysis, a clustering tendency between patients in the adequate group with both Kt/Vwat and Kt/Vbis > =1.7 and patients in the inconsistent group with Kt/Vwat <1.7 and Kt/Vbis > =1.7 was identified, suggesting that their clinical features were similar.Conclusion There were significant differences between Vwat and Vbis and between Kt/Vwat and Kt/Vbis. …”
Get full text

Throughout Maximization for IRS-Assisted WPCN With Hybrid TDMA-NOMA Scheme by Yizheng Ma, Ruoyi Wu, Yi Zhang, Yupeng Shang, Linzhen Zhu

“…Additionally, the semi-closed-form expressions of IRS phase shifts during WET and WIT stages are iteratively achieved through Riemannian Manifold Optimization (RMO) and quadratic transformation (QT)-based Alternating Direction Method of Multipliers (ADMM) algorithms. …”
Get full text

METODOLOGINIAI INFORMACIJOS VISUOMENĖS STUDIJŲ PROFILIAI: VYNAS JAUNAS, VYNMAIŠIAI SENI? by Marius Povilas Povilas Šaulauskas

“…., Giddens) and/or innovation (a' la mode de Machlup and, resp., Castells) of manifold societal alterations. It is argued that, taken as a whole, even the most radical information society theories, insisting on the post-modern "Age of Information", pour old wine (i.e. traditional assembly of methodological instrumentation, devised to tackle with explicitly modern societal change) into new wineskins (i.e. new previously unseen societal morphology ex definition requiring equally unique conceptual apparatus). …”
Get full text

The first application of flush probe arrays on HL-3 tokamak by Z.H. Huang, L.W. Yan, K.Y. Yi, Na Wu, W.J. Chen, W.C. Wang, Yu He, J. Chen, J. Cheng, W. Zhao, J.M. Gao, L. Nie, Z.B. Shi, X.Q. Ji, W.L. Zhong

“…Forty-three signal wires at the same toroidal angle are combined into a manifold copper tube to vacuum feedthrough, which can dramatically shield noise and resist the high baking temperature of 300 °C. …”
Get full text

Deep unsupervised clustering for prostate auto-segmentation with and without hydrogel spacer by Hengrui Zhao, Biling Wang, Michael Dohopolski, Ti Bai, Steve Jiang, Dan Nguyen

“…We then used Uniform Manifold Approximation and Projection (UMAP) for dimensionality reduction and employed k-means clustering to assign each patient to a cluster. …”
Get full text

FUNCTIONS OF THE STATE AND LOCAL SELF-GOVERNMENT BODIES IN THE REGULATION OF FUNERAL SERVICES: ECONOMIC ASPECTS AND ENSURING SOCIAL STANDARDS by Denys Komarnytskyi, Liudmyla Sylenko, Roman Tуtykalo

“…The economic functions of public administration bodies in the funeral sector are manifold. These include the financing and subsidising of funeral services, the regulation of the funeral services market, the development of infrastructure, and the attraction of investment. …”
Get full text