Inverse design of promising electrocatalysts for CO2 reduction via generative models and bird swarm algorithm by Zhilong Song, Linfeng Fan, Shuaihua Lu, Chongyi Ling, Qionghua Zhou, Jinlan Wang

“…Applied to the design of alloy electrocatalysts for CO2 reduction (CO2RR), MAGECS generates over 250,000 structures, achieving a 2.5-fold increase in high-activity structures (35%) compared to random generation. Five predicted alloys— CuAl, AlPd, Sn2Pd5, Sn9Pd7, and CuAlSe2 are synthesized and characterized, with two showing around 90% Faraday efficiency for CO2RR. …”
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A morphometric signature to identify ductal carcinoma in situ with a low risk of progression by Marcelo Sobral-Leite, Simon P. Castillo, Shiva Vonk, Hendrik A. Messal, Xenia Melillo, Noomie Lam, Brandi de Bruijn, Yeman B. Hagos, Myrna van den Bos, Joyce Sanders, Mathilde Almekinders, Lindy L. Visser, Emma J. Groen, Petra Kristel, Caner Ercan, Leyla Azarang, Jacco van Rheenen, E. Shelley Hwang, Yinyin Yuan, Grand Challenge PRECISION Consortium, Renee Menezes, Esther H. Lips, Jelle Wesseling

“…A ridge regression classifier with cross validation predicted 5-years-free of iIBC with an area-under the curve of 0.67 (95% CI 0.57–0.77). …”
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Variation of Pore Water Pressure in Tailing Sand under Dynamic Loading by Jia-xu Jin, Hong-zhi Cui, Li Liang, Shi-wang Li, Ping-yi Zhang

“…A complementary multivariate nonlinear equation was also derived for predicting the tailing pore water pressure under dynamic loading.…”
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Network Pharmacology Reveals Polyphyllin II as One Hit of Nano Chinese Medicine Monomers against Nasopharyngeal Carcinoma by Meng-Zhe Yang, Bei-Bei Zhang, Jian-Chun Huang, Xian-Yu Bai, Zhen-Qiang Liang, Xiang Yi, Ning Xu, Yuan-Jiao Huang, Ai-Jun Jiao

“…Nasopharyngeal carcinoma (NPC) is a malignant tumor in southern China, and nano Traditional Chinese Medicine (TCM) represents great potential to cancer therapy. To predict the potential targets and mechanism of polyphyllin II against NPC and explore its possibility for the future nano-pharmaceutics of Chinese medicine monomers, network pharmacology was included in the present study. …”
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Denaturation Kinetics of Whey Protein Isolate Solutions and Fouling Mass Distribution in a Plate Heat Exchanger by Marwa Khaldi, Gilles Ronse, Christophe André, Pascal Blanpain-Avet, Laurent Bouvier, Thierry Six, Saloua Bornaz, Thomas Croguennec, Romain Jeantet, Guillaume Delaplace

“…This study demonstrates that both the knowledge of the thermal profile and the β-Lg denaturation rate constants are required in order to predict accurately the deposit distribution along the PHE.…”
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Ablation of Hepatic Tumors through the Use of a Novel Magnetic Nanocomposite Probe: Magnetic Characterization and Finite Element Method Analysis by Yvonne Konku, John Kutor, Abu Yaya, Kwabena Kan-Dapaah

“…Lesion sizes were shown to be greatly affected by tissue perfusion and time. FEM predictions showed good agreement with results obtained with an analytical model to within 7%. …”
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Prenatal maternal stress in rats alters the epigenetic and transcriptomic landscape of the maternal-fetal interface across four generations by Stephanie E. King, Nicola A. Schatz, Olena Babenko, Yaroslav Ilnytskyy, Igor Kovalchuk, Gerlinde A. S. Metz

“…The highly correlated placenta-brain profiles support the use of placenta as a noninvasive biomarker resource to predict pathological changes in the neonatal brain. …”
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A Muscle-Specific Rehabilitation Training Method Based on Muscle Activation and the Optimal Load Orientation Concept by Zhibin Song, Chao Nie, Shuyang Li, Paolo Dario, Jian S. Dai

“…A three-dimensional musculoskeletal model of the human shoulder was used to predict muscle forces experienced during shoulder movements, in which muscles that contributed to shoulder motion were divided into 31 muscle bundles, and the Hill model was used to characterize the force-length properties of the muscle. …”
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Predictors for Return to Work in Subjects with Mild Traumatic Brain Injury by Eirik Vikane, Torgeir Hellstrøm, Cecilie Røe, Erik Bautz-Holter, Jörg Aßmus, Jan Sture Skouen

“…Objective. To predict return to work (RTW) at 12 months for patients who either were sick-listed or were at risk to be sick-listed with persistent postconcussion symptoms (PCS) at six to eight weeks after injury. …”
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Concurrent Hepatic Artery and Portal Vein Thrombosis after Orthotopic Liver Transplantation with Preserved Allografts by Arshad Khan, P. Park, Jose Oberholzer, Ivo Tzvetanov, Raquel Garcia Roca, Ron C. Gaba, Enrico Benedetti, Hoonbae Jeon

“…Due to paucity of such cases, however, underlying mechanisms and etiology remain elusive, and despite radiological diagnosis of these complications, there is no way to predict these events in the wake of stable graft function.…”
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Design and Comprehensive Multiphysics Analysis of Permanent Magnet Synchronous Motor for Podded Propulsion in Marine Applications by Jang-Hyun Park, Yeon-Ho Jeong, Do-Kwan Hong

“…URN generated from the electromagnetic force is predicted by structural-acoustics analysis. Through lumped-parameter thermal network (LPTN) and computational fluid dynamics (CFD) analyses, it is proposed that, based on the cylindrical housing shape, the thermal stability of the podded propulsor can be evaluated using LPTN analysis instead of CFD analysis. …”
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A corrective control framework for mitigating voltage fluctuations and congestion in distribution networks with high renewable energy penetration by Tongmao Zhang, Xiao Wang, Alessandra Parisio

“…To address these issues, we propose a model predictive control-based corrective control framework designed to manage voltage stability and congestion in distribution systems. …”
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Reduced Pelvic Floor Muscle Tone Predisposes to Persistence of Lower Urinary Tract Symptoms after Puerperium by Chandana Bhat, Mahjabeen Khan, Kirthinath Ballala, Asha Kamath, Deeksha Pandey

“…Thus women with LUTS during pregnancy should be screened for their pelvic floor muscle tone with simple MOS system which will help to predict the persistence of these symptoms later on. …”
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The Influence of a Tuition Fee Increase on the Drop-out Rate of the Nursing Program by Rumyana Stoyanova, Slaveyah Goranova

“…The models without the variable tuition fee have more predictive power. The study found that only 4% of the drop-out decision is motivated by a potential increase in tuition fee.…”
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Research on the Human Rights and Cultural Protection of Environmentally Displaced Persons under Rising Sea Levels by Rui Xie, Wen-Bo Li, Meng-Chun Lin, Di Lu, Jia-Ming Zhu

“…This study selects the EDPs’ data of 241 countries or regions from 2008 to 2018, establishes an ARIMA model, and predicts the future population of EDPs. By combining the influencing factors of cultural loss, the risk assessment model of cultural loss is established to evaluate the possibility of cultural loss during the migration process of EDPs. …”
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Application of Linear Viscoelastic Properties in Semianalytical Finite Element Method with Recursive Time Integration to Analyze Asphalt Pavement Structure by Pengfei Liu, Qinyan Xing, Dawei Wang, Markus Oeser

“…The investigation shows that the SAFEM is an efficient tool for pavement engineers to fast and reliably predict asphalt pavement responses; furthermore, the SAFEM provides a flexible, robust platform for the future development in the numerical simulation of asphalt pavements.…”
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Use of Manganese Oxide-Coated Sand for the Adsorption of Uranium(VI) Ions from Aqueous Solution Using a Column Mode by Weihua Zou, Jiyun Song, Ke Li, Runping Han

“…The BDST model was also applied to predict the service times for other flow rates and initial concentrations. …”
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Analysis of Surprisingly Popular Voting for Opinion Aggregation on Social Networks by Yu Yamashita, Yuko Sakurai, Satoshi Oyama, Masaki Onishi, Atsuyuki Morishima

“…We analyzed the effect of respondents’ referring to connected individuals on SP voting performance when they predict other respondents’ opinions. We also analyzed the effect of the structure of social networks on respondents’ metacognition and on SP voting performance. …”
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The Impact of Upward Social Comparison on Social Media on Appearance Anxiety: A Moderated Mediation Model by Jinrui Tian, Boxuan Li, Ronghua Zhang

“…The results showed that: (1) USC significantly predicted appearance anxiety (<i>β</i> = 0.546, <i>p</i> < 0.001); (2) self-objectification partially mediated the relationship between USC and appearance anxiety, with the mediation effect accounting for 21% of the total effect; (3) self-compassion moderated the relationship between USC and self-objectification, such that higher levels of self-compassion weakened the effect of USC on self-objectification.…”
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Bottleneck issues and conceptual barriers of oral cancer rehabilitation by Anushka Mishra, Ravindra Singh, Priya Baluni, Rishima Bhutani

“…Effective rehabilitation of the patients is essential as it will predict their quality of life thus helping them return to their normal functioning after treatment. …”
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