Nitrogen limitation causes a seismic shift in redox state and phosphorylation of proteins implicated in carbon flux and lipidome remodeling in Rhodotorula toruloides by Austin Gluth, Jeffrey J. Czajka, Xiaolu Li, Kent J. Bloodsworth, Josie G. Eder, Jennifer E. Kyle, Rosalie K. Chu, Bin Yang, Wei-Jun Qian, Pavlo Bohutskyi, Tong Zhang

“…Our systems-level approach sets the stage for acquiring multidimensional data sets for protein structural modeling and predicting the functional relevance of PTMs using Artificial Intelligence/Machine Learning (AI/ML). …”
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Evaluation of Liquefaction Hazard in the West Coastal Area of Bengkulu City Due to Megathrust Earthquake by Fitria Leonni Valetta, Lindung Zalbuin Mase, Khairul Amri, Rena Misliniyati, Hardiansyah Hardiansyah

“…Spectral matching and ground motion prediction based on relative attenuation models were conducted to obtain a representative picture of ground motion at the study site. …”
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Evaluating the Impact of Digital Tool Utilization in Dentistry on Burnout Syndrome Among Dentists: An Entropy Analysis and AI-Driven Approach by Hossam Dawa, José Neves, Henrique Vicente

“…While traditional methods for assessing dentistry burnout syndrome often overlook the complex dynamics of stress factors, this study specifically aims to predict burnout syndrome utilizing entropy and artificial intelligence to verify whether digital tools can alleviate burnout levels among dental professionals. …”
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Operator product expansion in Carrollian CFT by Kevin Nguyen, Jakob Salzer

“…In an effort to build a framework that is both predictive and constraining, we construct operator product expansions (OPE) that are compatible with carrollian symmetries. …”
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The Effects of Post-Processing and Geometric Parameters on the Compressive Strength of Additively Manufactured Resin Lattice Structures by Chance Hattrick

“…These findings offer a holistic view of how post-processing and design choices impact mechanical behaviour, and they provide predictive models to help researchers optimize lattice structures for specific performance goals in additive manufacturing applications. …”
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Influence of Tunnel Effect on Service-life of Locomotive Rectifier Module by LIU Dong, PENG Junhua, DOU Jinlong, ZHU Bin

“…The calculation result is closed to the actual condition, which can be used as references for thermal fatigue life prediction, rectifier module design and maintenance of power electronic device.…”
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Study on the evolution law of acoustic emission time series characteristics of coal-rock assemblage under true triaxial conditions by Fuquan Gao, Chenyang Zhang, Chenyang Zhang, Lingchen Han, Yongxue Xia, Yongxue Xia, Quanwu Gao, Yiqun Zhou, Yiqun Zhou, Dingyi Li, Dingyi Li

“…IntroductionThis study aims to investigate the fractal characteristics of acoustic emission (AE) signals during coal-rock rupture and their predictive significance for impact dynamic hazards.MethodsTrue triaxial loading/unloading tests were conducted on five coal-rock composites with varying coal-thickness ratios using the TRW-3000 system, with AE signals analyzed to correlate stress evolution and temporal-spatial fractal features.ResultsKey findings reveal that: 1) AE parameters exhibit stress-dependent behavior, growing slowly initially, stabilizing during stress-holding, and surging exponentially before peak stress, with ∼90% of cumulative energy released pre-destabilization; 2) Ring counts follow an Λ-type trend against absolute energy, while coal-thickness proportion induces a mirror-image N-type pattern in AE parameters; 3) High-energy/high-ringcount AE events cluster spatiotemporally before failure, with clear time sequence precursors—short-duration ground sounds and consecutive rises in energy/frequency serve as critical early-warning indicators, whereas isolated signals lack hazard relevance.DiscussionThese fractal patterns and precursor thresholds enhance real-time monitoring and risk assessment frameworks, offering actionable strategies for mitigating coal-rock dynamic disasters in underground mining.…”
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Rheology as a versatile tool in concrete technology: a mini-review by Xintong Guo, Dengwu Jiao

“…The rheological characteristics of concrete offer insights into characterizing the flowability and finishability, predicting the placement and casting, as well as exerting significant influence on the mechanical properties and durability. …”
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Research Studies on the Thrust of Special-Shaped Full-Sectional Cutterheads of Quasirectangular Shield by Yaohong Zhu, Jiawei Wang, Bayang Zhang, Xuqing Zhang, Jue Zhu

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Ivabradine potential for correcting myocardial electrical instability predictors in coronary heart disease by I. P. Tatarchenko, N. B. Pozdnyakova, M. V. Вiryuchenko, O. I. Morozova, A. G. Mordovina, S. A. Sekerko

“…Dose-response reduction in heart rate was linked to improved diastolic myocardial function.Conclusion. …”
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Deciphering crop-specific rhizobacteriome assembly in cotton, sorghum, and soybean under hot semi-arid field conditions in Texas by Mostafa Abdelrahman, Sudisha Jogaiah, Mohamed Abdelmoteleb, Mohamed Fokar, Henry T. Nguyen, Lam-Son Phan Tran

“…Results We found that the abundances and structures of rhizospheric bacterial communities differed among sorghum, soybean, and cotton, with the differences being closely linked to their predicted functional roles in stress adaptation and nutrient assimilation. …”
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Identifying High-Risk Atrial Fibrillation in Diabetes: Evidence from Nomogram and Plasma Metabolomics Analysis by Qiushi Luo, Xiaozhu Ma, Shuai Mei, Qidamugai Wuyun, Li Zhou, Ziyang Cai, Yi Wen, Shitao Wang, Jiangtao Yan, Huaping Li, Jiahui Fan, Meiyan Dai

“…When combined with left atrial diameter and AF type, it also improved the prediction of AF recurrence after ablation. Metabolomic profiling revealed notable disturbances in energy metabolism, heightened inflammatory activity, and elevated stress responses in AF patients, indicating a distinct metabolic risk profile. …”
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Load case selection for finite-element simulations of wind turbine pitch bearings and hubs by M. Stammler, F. Schleich

“…This is because analytical formulas often fall short in predicting load distributions and stresses, leading to inadequate designs. …”
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Strategies for Supporting Child Development and Care amidst Financial Distress: A Scoping Review by Chiamaka Pamela Uchendu, Ezeda Patricia Kalu

“…The research studies show that financial stress is associated with children’s deteriorating mental and physical health, lack of education, and difficulties in childcare. …”
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Identification of disulfidptosis-related prognostic biomarkers associated with CD4 + and CD8 + T cells infiltration for sarcoma by integrating bioinformatic analysis and experiment... by Wenliang Tan, Xi Zhou, Ting Wang, Shuanghua Wu, Ting Mo, Zhiqin Xie, Yang Xie

“…In this study, two prognostic genes related to DRGs, CCDC69 and HMGB3, were found, and a prognosis prediction models of sarcoma subtypes was developed. …”
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Biological effects of graphene oxide-induced fluorescent marker perturbation in Caenorhabditis elegans via food chain exposure by Xun Luo, Junfang Tu, Hui Xu, Enhui Xia, Sijie Yao, Yutong Han, Canwen Niu, Liangwen Chen

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Differentiated Prevention of Cardiac Complications of Extracardiac Surgery by A. N. Korniyenko, O. R. Dobrushina, E. P. Zinina

“…The latter were divided into 3 types: 1) coronary complications due to the inconsistency of oxygen delivery and consumption; 2) coronary ones due to atherosclerotic plaque rupture, followed by coronary artery thrombosis; 3) worsening heart failure. To predict different types of complications, one must focus attention on the following signs and, if needed, perform additional studies: 1) the functional class of exertional angina, stress tests (stress echocardiography using dobutamine or other agents), coronary angiography, and blood troponin T and I levels for Type 1; 2) the signs of the extent of the atherosclerotic process and the blood levels of C-reactive protein and other inflammatory markers for Type 2; 3) the clinical signs of heart failure and the blood levels of natriuretic peptides for Type 3. …”
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Dysregulation of MicroRNA-455-5p Contributes to Pulpitis Pathogenesis Through Modulating MYD88 by Qidi Hu, Yihan Fu, Hao Xu

“…ELISA assay was used for the inflammatory indicators. Oxidative stress reaction was also examined. Bioinformatic analysis was used for miR-455-5p target prediction. …”
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A Review of Failures and Malfunctions in Hydraulic Sandblasting Perforation Guns by Zhengxuan Luan, Liguo Zhong, Wenqi Feng, Jixiang Li, Zijun Gao, Jiaxin Li

“…Furthermore, the paper anticipates the future trends of intelligent fault diagnosis and predictive maintenance, including multi-sensor data fusion, AI-driven predictive models, and digital twin technologies. …”
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Johnson–Cook Constitutive Model Parameters Estimation of 22MnB5 Hot Stamping Steel for Automotive Application Produced via the TSCR Process by Yuxin Song, Yaowen Xu, Gengwei Yang

“…Subsequently, the material flow behavior was modeled and predicted using the Johnson–Cook flow stress constitutive model. …”
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