Petagraph: A large-scale unifying knowledge graph framework for integrating biomolecular and biomedical data by Benjamin J. Stear, Taha Mohseni Ahooyi, J. Alan Simmons, Charles Kollar, Lance Hartman, Katherine Beigel, Aditya Lahiri, Shubha Vasisht, Tiffany J. Callahan, Christopher M. Nemarich, Jonathan C. Silverstein, Deanne M. Taylor

“…Petagraph leverages more than 180 ontologies and standards in the Unified Biomedical Knowledge Graph (UBKG) to embed millions of quantitative genomics data points. Petagraph provides a cohesive data environment that enables users to efficiently analyze, annotate, and discern relationships within and across complex multi-omics datasets supported by UBKG’s annotation scaffold. …”
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Fast 2D forward modeling of electromagnetic propagation well logs using finite element method and data-driven deep learning by A.M. Petrov, A.R. Leonenko, K.N. Danilovskiy, O.V. Nechaev

“…Furthermore, the algorithm's efficiency positions it as a promising tool for stochastic Bayesian inversion, facilitating reliable uncertainty quantification in subsurface property estimation.…”
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Guest-induced structural transformation of single-crystal 3D covalent organic framework at room and high temperatures by Aiping Yao, Hongliang Xu, Kuizhan Shao, Chunyi Sun, Chao Qin, Xinlong Wang, Zhongmin Su

“…Currently, the dynamic phase transformations of soft porous crystals are predominantly determined through quantitative modeling based on gas adsorption and powder X-ray diffraction. …”
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Study on the smoke transportation rule and the cooperative smoke removal effect of fire in an ultra-long submarine tunnel by Song Xin, Yuan Li, Shangxiao Liu, Caihua Shi

“…Findings indicate that at a fire power of 50 MW, optimal smoke extraction efficiency is achieved with an exhaust outlet aspect ratio of 6 × 1 and a spacing of 35 m. …”
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Insulation Condition Assessment of High-Voltage Single-Core Cables Via Zero-Crossing Frequency Analysis of Impedance Phase Angle by Fang Wang, Zeyang Tang, Zaixin Song, Enci Zhou, Mingzhen Li, Xinsong Zhang

“…The proposed method enables quantitative estimation of aging severity, spatial extent, and location. …”
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Optimizing Project: workplace well-being, quality of working life and organizational climate in public entities of Bogotá by Nancy Mahecha-Lagos, Luisa Gomez, Angélica Alzate, Yuber Liliana Rodriguez

“…The qualitative aspect includes a review of the literature and open and axial coding, while the quantitative aspect involves a descriptive correlational analysis. …”
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ML enhanced bioactivity prediction for angiotensin II receptor: A potential anti-hypertensive drug target by Jeyanthi Sankar, Venkatesh Rajendran, Beena Briget Kuriakose, Amani Hamad Alhazmi, Ling Shing Wong, Karthikeyan Muthusamy

“…This paradigm shift not only accelerates therapeutic development but also minimizes the need for exhaustive in vitro or in vivo testing, thus enhancing the efficiency of drug discovery endeavours.…”
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Development of a Sports Training Program Planning Information System (SIPRENPOL) by Ibrahim, Syahputra Manik, Siti Rahima Gultom, Nurkadri, Wahyu Eko Widiyanto, Khairul Hamsyah, Syaifullah Yophi Ardiyanto, Ratko Pavlovic

“…The data analysis included both quantitative and qualitative descriptive techniques to assess and ascertain the viability of the created items. …”
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Digital Twin Integration for Workforce Training: Transforming SMEs in the Ornamental Stone Industry by Carlos E. Cremonini, Carlos Capela, Agostinho da Silva, Marcelo C. Gaspar, Joel C. Vasco

“…Employing a mixed-methods approach, qualitative insights from managers, and quantitative analysis demonstrated the framework’s potential to enhance operator performance, improve efficiency, and reduce lead times. …”
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Skeletal Scintigraphy in Assesing the Response of Prostate Cancer Metastases to Androgen Deprivation Therapy by S. P. Mironov, E. I. Vasilenko, P. M. Cholak, V. P. Masenko, M. A. Shariya, D. V. Ustyuzhanin, V. B. Sergienko

“…The presented clinical case illustrates the possibilities of 99mTc-pyrophosphate skeletal scintigraphy for monitoring the response of PC bone metastases to ADT. The efficiency of hormone therapy with Triptorelin has been confirmed by positive changes in the visual and quantitative scintigraphic signs that manifest the metabolic activity of bone tissue in the area of a metastatic lesion. …”
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Full-System Simulation and Analysis of a Four-Mass Vibratory MEMS Gyroscope by Chenguang Ouyang, Wenzheng He, Lu Jia, Peng Wang, Kaichun Zhao, Fei Xing, Zheng You

“…The proposed approach not only improves design efficiency but also provides a robust framework for MEMS gyroscope development. …”
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Adaptive Stylized Image Generation for Traditional Miao Batik Using Style-Conditioned LCM-LoRA Enhanced Diffusion Models by Qingqing Hu, Yiran Peng, Jing Xu, Zichun Shao, Zhen Tian, Junming Chen

“…Extensive quantitative evaluations using LPIPS, SSIM, PSNR, FID metrics, and human evaluations show that the proposed Batik-MPDM framework achieves superior performance in terms of style fidelity and generation efficiency compared to baseline methods.…”
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Can generative AI craft scale items? A mixed-method study on AI's capability to adapt and create new scales with recommendations for best practices by Mohammed Salah, Fadi Abdelfattah, Hussam Al Halbusi, Suaad Jassem, Muna Mohammed, Maria Mohd Ismail, Amira Al Balghouni

“…GPT-4 was chosen for its accessibility and accuracy in producing contextually appropriate items. Quantitative analysis confirmed the reliability and validity of the AI-generated scales, while expert evaluations highlighted the model's ability to enhance methodological efficiency and reduce bias. …”
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Purification of Sulphate Leach Liquor of Spent Raneynickel Catalyst Containing Al and Ni by Solvent Extraction with Organophosphorus-Based Extractants by Satunuri Venkateswar Rao, Dong Hyo Yang, Jeong Soo Sohn, Soo-Kyung Kim

“…Among the three extractants screened, PC 88A showed better extraction efficiency for Al at lower pH values than the others. …”
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SegAN for Recognition of Caries From 2D-Panoramic X-Ray Images by Parvathaneni Naga Srinivasu, Gorli L. Aruna Kumari, D. Jaya Kumari, Paolo Barsocchi, Akash Kumar Bhoi

“…Moreover, the SegAN model efficiently deals with noisy data and effectively handles class imbalances. …”
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The Usability of Hip Protectors: A Mixed-Method Study from the Perspectives of Singapore Nursing Home Care Staff by Tianma Xu, Yu Venedict Lim, Lynn Shi Xuan Wee, Yong Jean Shina Tan, Agnes Lishan Xue

“…Quantitative data on wear time were collected alongside qualitative insights from four repeated focus group discussions with care staff. …”
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Investigating Autonomous Vehicle Driving Strategies in Highway Ramp Merging Zones by Zhimian Chen, Yizeng Wang, Hao Hu, Zhipeng Zhang, Chengwei Zhang, Shukun Zhou

“…Effective driving strategies for autonomous vehicles should balance traffic efficiency with safety and comfort. However, the complex driving environment at highway entrance ramp merging areas presents a significant challenge. …”
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Development and validation of a pathomics model for accurate grading of pancreatic neuroendocrine tumors by Ying Li, Chengwei Chen, Yunshuo Zhang, Jieyu Yu, Xu Fang, Fang Liu, Tiegong Wang, Jing Li, Li Wang, Jianping Lu, Hui Jiang, Chengwei Shao, Yun Bian

“…In conclusion, our model enhances data processing efficiency and provides a quantitative assessment of histological features, holding promise for guiding individualized treatment and risk stratification in PanNET management. …”
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Matching estimators of causal effects in clustered observational studies by Cui Can, Zhang Yunshu, Yang Shu, Reich Brian J., Gill David A.

“…Despite the importance of establishing marine protected areas (MPAs), research on the effectiveness of MPAs with different conservation policies is limited due to the lack of quantitative MPA information. In this article, by leveraging a global MPA database, we investigate the causal impact of MPA policies on fish biodiversity. …”
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A study of the leather industry in the district of Cotacachi (Ecuador) according to the theoretical Marshallian-Becattinian scheme by Fernando Martín-Mayoral, Roberta Curiazi, Leonel Castro Ruales

“…This article analyses the leather sector of Cotacachi (Province of Imbabura, Ecuador) to establish its contribution to the socioeconomic development of the territory, and determine if it can be considered an industrial district in Marshallian-Becattinian terms. Using quantitative and qualitative methods, an examination of its socioeconomic characteristics is offered with respect to the theoretical scheme of an Italian industrial district, based on the experience of Prato (Italy). …”
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