One techno-economic analysis to rule them all: Instant prediction of hydrothermal liquefaction economic performance with a machine learned analytic equation by Muntasir Shahabuddin, Nikolaos Kazantzis, Andrew R Teixeira, Michael T. Timko

“…Moreover, the terms in the model are physically interpretable, conferring greater reliability to the use of its predictions. …”
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Optimizing Bifacial Solar Modules with Trackers: Advanced Temperature Prediction Through Symbolic Regression by Fabian Alonso Lara-Vargas, Carlos Vargas-Salgado, Jesus Águila-León, Dácil Díaz-Bello

“…The SR model effectively balances accuracy and interpretability, providing information for modeling bifacial PV systems.…”
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Complex Analysis of the Sustainability of the Organization: Methodology and Technology of Standardization by Elena B. Gerasimova

“…On the basis of the study was the structure of the standard economic analysis, the developed model the model standard, including terms and definitions, scope, database analysis, methods analysis, methodical recommendations on the interpretation of the results of the analysis. …”
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Integrating Bayesian classification and ANN for lithofacies classification using well and seismic data: Bahregansar case study by Hessam Mansouri Siahgoli, Mohammad Ali Riahi, Majid Nabi-Bidhendi, Seyedmohsen Seyedali

“…This combined approach not only enhances the accuracy of predictions by leveraging the strengths of both methods but also addresses challenges such as uncertainty quantification and the interpretability of ANN models. The results indicate that high-porosity sand facies are concentrated at the crest of the structure, with the probability data and geological interpretation supporting this finding.…”
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Deep learning guided high-throughput virtual screening for in vitro antibody maturation by Gong Chen, Liu Hongde

“…The use of advanced deep learning structure prediction model further enhances the accuracy compared to traditional virtual screening pipeline. …”
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Between Form and Molecule: Investigating the Beyond in Chris Colfer’s The Wishing Spell by Zainab Akram

“…Fairy tales permeate the world with a magical charm, but time has brought changes in fairy tale narration, mode, context and interpretations. Under the post structural lens, the undertaken research investigates the transformations that occur at molecular level, beyond the physical and molar corporeality among selected characters in the fairy tale, The wishing spell (2013). …”
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DFC-Net: Dual-Branch Collaborative Feature Enhancement for Cloud Detection in Remote Sensing Images by Wanting Zhou, Yan Mo, Qiaofeng Ou, Shaowei Bai

“…In addition, the multilevel jump-connection fusion strategy adopted at the decoding end achieves efficient integration of low-level texture features, which significantly improves the model’s ability to characterize the fine structure of cloud boundaries. …”
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Spatial variability of the snow depth on mountain slope in Svalbard by P. A. Chernous, N. I. Osokin, R. A. Chernov

“…The obtained parameters of the spatial statistical structure of the snow cover thickness allow using statistical modeling for the interpretation of point measurements. …”
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Apatite fission-track thermochronology of Laramide plutonic rocks in northwestern Mexico: Distinguishing Basin and Range extension versus Gulf of California rifting by Thierry Calmus, Matthias Bernet, Raúl Lugo-Zazueta, Elizabeth Hardwick, Héctor Mendivil-Quijada

“…Rocks of Sierra La Madera yielded apatite fission track ages between 26.5 and 18.4 Ma, with moderately rapid cooling through the partial annealing zone, which is also suggested by the thermal history modeling. We interpret the Late Miocene rapid cooling of Cerro Bachoco rocks as a result of tectonic exhumation triggered by the opening of the Gulf of California, and the Late Oligocene-Early Miocene cooling of the Sierra La Madera pluton as a consequence of tectonic exhumation and erosion during the Basin and Range extension. …”
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Personality Traits and Social Support: Their Role in Postpartum Depression by Richa S, Parveen S, Abullais SS, Mahmood SE, Alsamghan A, Alshaikh AA

“…Given the cross-sectional design and sampling method, results should be interpreted cautiously. Longitudinal studies are recommended for further validation.Keywords: postpartum depression, personality traits, social support, Big Five Inventory, cross-sectional study, perceived social support, moderation analysis, structural equation modeling…”
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Political affiliation moderates the link between gun violence exposure and firearm behaviors via perceptions of utility, safety, and threat by Sultan Altikriti, Daniel C. Semenza, Michael D. Anestis

“…Methods The data for this study come from a subset of adults with firearm access (n = 3,042) drawn from a nationally representative sample of 8,010 U.S. adults. Structural equation modeling (SEM) was used to assess the relationships between GVE, threat sensitivity, perceptions about the utility of firearms, perceived neighborhood safety, and firearm-related outcomes. …”
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The evolution of the ‘Carpathian Basin’ discourse in the Hungarian parliament (1998-2020) by Katona Eszter, Németh Renáta, Unger Anna

“…We employ both supervised and unsupervised modeling approaches. The supervised classification was used to examine changes in the polarization of discourse, while the unsupervised tool (Structural Topic Model) supported a more nuanced, qualitative interpretation of the results. …”
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Dimensions of Job Demands Among New-Generation Employees Based on Online Reviews by Employees by Yanrong Hu, Lixin Zhou, Ping Huang, Qingyang Liu, Hongjiu Liu

“…Based on employees’ online reviews, this article analyzes the dimensions of job demand for new-generation employees, using a combination model of Latent Dirichlet Allocation, decision-making trials and evaluation laboratory, interpretative structural modeling, and cross-impact matrix multiplication (LDA—DEMATEL—ISM—MICMAC). …”
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Health Workers’ Perspectives on Mobile Health Care Learning Stickiness: Mixed Methods Study by Sabila Nurwardani, Putu Wuri Handayani

“…Quantitative data processing was conducted using covariance-based structural equation modeling, whereas qualitative analysis was conducted on the data from 15 respondents using the content analysis method. …”
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Actual Problems of Development and Improvement of Constitutional Legislation (to the 30th Anniversary of the Constitution of the Russian Federation) by V. E. Sevryugin

“…The analysis delves into both the merits and shortcomings of the approach, acknowledging initial limitations as well as those that emerged during subsequent development and structural reforms. The accumulated challenges over the thirty-year span of its operation underscore the necessity for reform and modernization of its norms to enhance constitutional law and legislation. …”
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Development of the Japanese version of the perceived time poverty scale. by Takeshi Miura, Koji Hara, Azusa Arimoto, Masato Kaneko, Sayuri Shiraishi, Shingo Matsumura, Shuichi Ito, Kentaro Kurasawa, Yohei Matsuzaki, Makoto Kuroki

“…Exploratory factor analysis confirmed a single-factor structure and confirmatory factor analysis supported this structure with fit indexes (CFI =  0.957, TLI =  0.929, RMSEA =  0.136, SRMR =  0.035). …”
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Administrative Procedural Law in Russia: Status, Problems and Prospects by V. E. Sevryugin

“…Using the method of legal modeling, proposals were formulated and substantiated for the modern interpretation of administrative procedural law in the mechanism of legal regulation, its role and place in the structure of Russian law. …”
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Mobile app review analysis for crowdsourcing of software requirements: a mapping study of automated and semi-automated tools by Rhodes Massenon, Ishaya Gambo, Roseline Oluwaseun Ogundokun, Ezekiel Adebayo Ogundepo, Sweta Srivastava, Saurabh Agarwal, Wooguil Pak

“…Analyzing these reviews manually is difficult due to volume and structure, leading to the need for automated techniques. …”
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LINGUISTIC UNDERSTANDING OF THE OTHERWORLD AS A SPACE IN A LITERARY TEXT by E. S. Astakhova

“…Space is closely related to the understanding of time, so it is still difficult to interpret these categories without appealing to another one. …”
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Expectancy-based rhythmic entrainment as continuous Bayesian inference. by Jonathan Cannon

“…We also explore the potential of this normative framework to guide the interpretation of experimental data and serve as building blocks for even richer predictive processing and active inference models of timing.…”
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