Complex Ecosystems Lose Stability When Resource Consumption Is Out of Niche by Yizhou Liu, Jiliang Hu, Hyunseok Lee, Jeff Gore

“…Thus, our framework offers predictive insights and mechanistic explanations for the complex dynamics arising from resource competition.…”
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Global Warming: The Balance of Evidence and Its Policy Implications by Charles Keller

“…4-Can we model climate and predict its future, or is it just too complex and chaotic? …”
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Credit Risk Assessment of Small and Medium-Sized Enterprises under the Financial Model of Online Supply Chain by Shengli Chen, Dong Wang, Zheng Wan

“…Due to the different production and operating characteristics of industries, significant variations in the degree and direction of the credit risk factors between industries were found; therefore, evaluating credit risks by industry significantly improved the accuracy of the model’s credit risk predictions. For example, home appliance SMEs need to pay greater attention to their inventory turnover and construction industry SMEs should pay greater attention to their sales growth rate, return on common stockholders’ equity, and GDP growth rate. …”
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Is It Time Alpha-1 Antitrypsin Deficiency Had a Specific Patient Reported Outcome Measure? A Review by De Soyza J, Chien HY, Onasanya AA, Turner AM

“…Several studies assessed SGRQ as being associated with respiratory disease severity as measured by FEV1% predicted, exacerbation rate, oxygen use and exercise tolerance. …”
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Tribology of Coated 316L SS by Various Nanoparticles by Dhiaa J. Aldabagh, Thair L. Alzubadi, Akram F. Alhuwaizi

“…Higher coating hardness, smaller nanoparticle size, intermediate surface coating roughness, and lower surface binding energy of the coatings may play a vital role in friction reduction of the coated 316L SS corresponding to SS orthodontic archwires, predicting to enhance orthodontic treatment.…”
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Enhanced Recovery of Apple Pomace Phenolic Compounds: Optimizing Subcritical Water Extraction by Mahsa Derakhshan, Amir Hossein Elhami Rad, Majid Javanmard Dakheli, Parvin Sharayei, Mohammad Armin

“…The experimental results aligned well with the predicted values obtained from the Box–Behnken model. …”
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A comprehensive review on early detection of drusen patterns in age-related macular degeneration using deep learning models by Kiruthika M, Malathi G

“…Furthermore, the existing models have difficulty in correctly predicting the drusen regions because of the resolution of fundus images, for which a solution is proposed as a model based on deep learning. …”
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Characterization of the Escherichia coli Antifungal Protein PPEBL21 by V. Yadav, R. Mandhan, M. Kumar, J. Gupta, G. L. Sharma

“…An antifungal protein isolated from Escherichia coli BL21 (PPEBL21) and predicted to be alcohol dehydrogenase (ADH) was subjected to biological characterization. …”
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Achieving Equity via Transfer Learning With Fairness Optimization by Xiaoyang Wang, Chia-Hsuan Chang, Christopher C. Yang

“…This paper proposes Transfer Learning with Fairness Optimization (TLFO), a novel framework that serially optimizes predictive performance and fairness in machine learning models. …”
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Effects of initial vegetation heterogeneity on competition of submersed and floating macrophytes by Linhao Xu, Donald L. DeAngelis

“…Non-spatial models of competition between floating aquatic vegetation (FAV) and submersed aquatic vegetation (SAV) predict a stable state of pure SAV at low total available limiting nutrient level, N, a stable state of only FAV for high N, and alternative stable states for intermediate N, as described by an S-shaped bifurcation curve. …”
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Research on Vibration Characteristics of a Ceramic Spindle Based on the Reverse Magnetic Effect by Ke Zhang, Zinan Wang, Huaitao Shi, Xiaotian Bai, Zhan Wang

“…In particular, the ceramic spindle model has been successful in predicting with high accuracy and is suitable for multiple extreme working conditions. …”
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Cardiovascular health in perspective: a comprehensive five-year geodatabase of hospitalizations and environmental factors in Mashhad, Iran by Shahab MohammadEbrahimi, Mohammad Dehghan, Behzad Kiani

“…Using a spatiotemporal dataset of over 52,000 hospitalized CVD patients collected over five years, the study supports approaches like advanced spatiotemporal modeling, artificial intelligence, and machine learning to predict high-risk CVD areas and guide public health interventions. …”
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The Success of Cataract Surgery and the Preoperative Measurement of Retinal Function by Electrophysiological Techniques by Jing An, Lei Zhang, Yusheng Wang, Zuoming Zhang

“…The 95% CI of the amplitude of central point mfERG for each level of VA could help to evaluate preoperative macular function which is used to predict the outcome of cataract surgery.…”
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Optimization of the second phase morphology and content effect to impact resistance of epoxy resin composite by Fitri Muhamad, Mahzan Shahruddin, Muhammad Zago Dagaci, Zakaria Supa’at, Feriyanto Dafit

“…With this regression model, it is possible to predict the impact strength of various morphological forms of the second phase and optimize the optimum content of the second phase.…”
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Mental health and learning achievement during the COVID-19 outbreak: A lesson from online learning among Indonesian college students by M. A. Rafsanjani, P. A. Wijaya, A. Baskara, H. D. Wahyudi

“…Furthermore, the results indicated that mental health negatively predicted the students’ learning achievement.Scientific novelty. …”
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STUDY ON ESTIMATION METHOD OF TENSILE STRENGTH OF AIRCRAFT STIFFENED-WELED PLATE by BAI ChengZheng, SONG Xin, SHENG HongWei, SHEN Yang, ZHANG JiaZhen

“…This paper studied methods to predict the tensile strength of stiffened-welded plate structure for civil aircraft welding. …”
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A Study on the Application of Two Different Material Constitutive Models Used in the FE Simulation of the Cyclic Plastic Behavior of a Steel Beam-Column T-Stub Connection by Wei Wang, Chenchen Zhang, Zeshen Li, Xuehong Gan

“…In particular, the isotropic-hardening and Chaboche constitutive models were employed to predict both the stress distribution and plastic development on the T-stub and the hysteretic curves of the entire T-stub connection. …”
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Assessment of the quality of groundwater wells in the island Municipality of Panglao, Bohol, Philippines by Ma. Grace Sumaria

“…The multiple regression analysis showed that nitrate is significantly predicted by well to shoreline distance and 2D IDW. …”
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Study on the evolution characteristics and influencing factors of frost heave on kaolin clay during the horizontal freezing process by Yue Liu, Yupeng Shen, Peng Jing

“…Based on these experimental results, this study proposes an improved method for predicting the frozen fringe using the freezing point, building upon the Mizoguchi model, and validates its accuracy with field data. …”
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The Skin as a Window to Diabetes Mellitus: Manifestations, Complications and Clinical Insights by Aleksandra Kutaj, Zuzanna Adamowicz

“…Dermatological assessments, particularly in resource-limited settings, offer an accessible approach to monitoring therapy effectiveness and predicting complications. …”
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