Simulation Study of Different Modes of Miscible Carbon Dioxide Flooding by Ali E. Abass, Ahmed A. Gawish, Ehab M. Elakhal

“…This paper focuses on using a fully compositional simulation model for “AEB-3C” sandstone oil reservoir of one of the Western Desert oil fields in Egypt to predict the impact of CO2 miscible flooding on the reservoir oil recovery and net present value (NPV), to define the best mode of operation that is straight CO2 injection or water alternating gas (WAG) processes and to show the difference between pure and impure CO2. …”
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A Poly-γ-Glutamic Acid/ε-Polylysine Hydrogel: Synthesis, Characterization, and Its Role in Accelerated Wound Healing by Jiaqi Li, Yuanli Huang, Yalu Wang, Qianqian Han

“…The hydrogel showed complete biodegradation within 21 days in vivo without inducing a significant inflammatory response and significantly accelerated wound healing, achieving an 86% healing rate within 7 days compared to 67% in the control group. The PGA-PL composite hydrogel exhibits excellent mechanical strength and biocompatibility, and its effective wound-healing capabilities lay the groundwork for future development and optimization in various tissue engineering applications.…”
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Recycling of Bulk Polyamide 6 by Dissolution-Precipitation in CaCl₂-EtOH-H₂O Mixtures by Ruben Goldhahn, Ann-Joelle Minor, Liisa Rihko-Struckmann, Siew-Wan Ohl, Patricia Pfeiffer, Claus-Dieter Ohl, Kai Sundmacher

“…In total, the yield of PA 6 after 3 h of bulk dissolution increased from 18% to 69% when the energy supply mode was changed from microwave to ultrasound and the H₂O:EtOH molar ratio of CEW was increased from 0.40 to 1.33 while maintaining an optimal CEW:PA mass ratio of 8.5. Additionally, master plot analysis suggested that dissolution under microwave energy supply followed a contracting cylinder model, whereas dissolution under ultrasonic energy supply aligned with a 2D diffusion or third-order kinetic model. …”
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Micropellets of Pleurotus ostreatus for copper removal: Influence of nutritional conditions and laccase activity on adsorption by Dinay Eloisa Durán-Sequeda, Aldo Ibarra-Rondón, Pedro Fragoso-Castilla

“…These results offer a possible link between copper removal and copper-induced laccase activity associated with compositional medium for fungal culture. This finding represents a novel approach to designing and optimizing fungal biotechnological solutions in heavy metal bioremediation.…”
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Analysis of the Current Status of Scientific Data Sharing under the US Public Access Policy and its Implications by LIU Jingzhuo

“…Data management and sharing activities under this model suffer from organizational deficiencies, fragmented activities, overlapping services, inaccessibility, and others that reduce the efficiency of public access to scientific data. …”
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Characterization of 2-((4-(chloromethyl)benzoyl)oxy)benzoate acid for analgesic tablet dosage form formulation by Wuryanto Hadinugroho, Yudy Tjahjono, Kuncoro Foe, Senny Yesery Esar, Caroline Caroline, Maria Annabella Jessica, Hendy Wijaya

“…The ANOVA of linear models is acceptable and the polynomial coefficients of quadratic models are similar to those of linear models. …”
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Study of Electrokinetic Possibilities of Bacteria (S.aureus) Separation and Concentration by Developed Four-electrode Biosensor Chip Formats with ITO Microelectrodes in Whole Blood by A. I. Drapeza, S. K. Lazaruk, G. A. Skorokhod, V. A. Loban, T. I. Orekhovskaya, A. I. Khmelnitsky, E. I. Gudkova, A. V. Dolbik

“…It is shown that in order to increase the number of bacteria on both of the central electrode in the concentration mode, it is necessary to increase the speed of the electroosmotic flow at alternating current, by optimizing the composition of the medium and the parameters of the electrical regime in order to equalize the rates of separation and concentration processes.…”
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Life Cycle Assessment of Municipal Solid Waste Management Strategies in Babolsar: Evaluating Environmental Impacts and Energy Consumption by Babak Sheydaei, Gholamreza Nabi, Fatemeh Yazdian

“…The implications of these findings extend to similar urban areas seeking to optimize their waste management practices for better environmental outcomes.…”
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Research Progress on the Bitter Taste Formation Mechanism in Protein Hydrolysates and Their Enzymatic Debittering and Flavor Improvement by Mengzhuo LI, Xueyan DUAN, Junjuan WANG, Xiaoyan ZHAO, Peiyou QIN

“…Additionally, the applications of high performance liquid chromatography-mass spectrometry/mass spectrometry, bioinformatics model and electronic tongue in identifying bitter peptides are also discussed. …”
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Ensemble Machine Learning for the Prediction and Understanding of the Refractive Index in Chalcogenide Glasses by Miruna-Ioana Belciu, Alin Velea

“…With the increasing integration of artificial intelligence in modern materials design, we are able to systematically select, prepare, and optimize appropriate compositions for desired applications in a manner that was unachievable before. …”
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Electrochemical and physical properties of magnesioferrite nanomaterial and photocatalytic degradation of methylene blue by Nolubabalo Matinise, A. Fall

“…Kinetic studies indicated that the degradation process adhered to a pseudo-first-order model, with a rate constant of 0.01533 min−1, signifying a rapid reaction under optimal conditions. …”
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ESTIMATION OF THE DEPTH OF ANESTHESIA BY ELECTROENCEPHALOGRAM USING NEURAL NETWORKS by Mokhammed A. Al-Ghaili, Alexander N. Kalinichenko

“…Anesthetics affect the frequency composition of the EEG. EEG of awake persons, as a rule, contains mixed alpha and beta rhythms. …”
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Flowsheets for hydroxyacetone–phenol binary mixture separation: The use of special distillation methods by I. S. Gaganov, E. V. Rytova, A. K. Frolkova

“…A computational simulation in Aspen Plus® was used as the research method. Mathematical modeling of the vapor–liquid equilibrium was carried out using a local compositions model Non-Random Two Liquid. …”
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A potential eco-friendly degradation of methyl orange by water-ball (sodium polyacrylate) stabilized zero valent iron nanoparticles by Saud Bawazeer

“…Though with a lower R2 value (0.6884), the second-order kinetics model indicated the highest rate constant of 2.6522. …”
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Mixed Gas Detection and Temperature Compensation Based on Photoacoustic Spectroscopy by Sun Chao, Hu Runze, Liu Niansong, Ding Jianjun

“…After comparing various optimized BP neural network models, the performance of the WOA-BP temperature compensation was the most outstanding, with an R2 of 97.89%, MAE of 1.4868, RMSE of 2.0416, and a convergence speed after 15 iterations, reducing detection errors and thus achieving precise detection of low-concentration mixed gases.…”
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Investigation & analysis of Electrical Discharge Machining on Titanium Diboride Ceramic material with various Electrode materials and dielectric fluids by Karthik S, Sivakumar Annamalai

“…The microstructure of the EDM hole was distinguished by SEM analysis, and the material composition of TIB _2 was determined by EDS analysis.…”
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Computed tomography-based radiomics predicts prognostic and treatment-related levels of immune infiltration in the immune microenvironment of clear cell renal cell carcinoma by Shiyan Song, Wenfei Ge, Xiaochen Qi, Xiangyu Che, Qifei Wang, Guangzhen Wu

“…Therefore, the CT-based ML achieved good predictive results in predicting immune infiltration in ccRCC, with the ExtraTrees machine learning algorithm being optimal. Conclusion The use of radiomics model based on renal CT images can be noninvasively used to predict the immune infiltration level of ccRCC as well as combined with clinical information to create columnar plots predicting total survival in people with ccRCC and to predict responsiveness to ICI therapy, findings that may be useful in stratifying the prognosis of patients with ccRCC and guiding clinical practitioners to develop individualized regimens in the treatment of their patients.…”
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Effective clay material enriched with thiol groups for Zn(II) removal from aqueous media: A statistical approach based on response surface methodology by Şakir Yılmaz, Tekin Şahan, Ümit Ecer

“…Central composite design (CCD) in RSM, the most popular statistical technique, was successfully applied to optimize and model the selected parameters (pH, Co, contact time) for Zn(II)% adsorption onto MK. …”
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Simulation and Evaluation of the Performance of Pneumatic Residual Film Recycler Comb Teeth by Sen Jiang, Baiyu Chen, Haojie Jiang, Pengfei Guo, Xufeng Wang, Can Hu, Wensong Guo

“…This study can provide a reference for the structural design and optimization of working parameters of future deep tillage machines.…”
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Machine Learning-Driven Prediction of Wear Rate and Phase Formation in High Entropy Alloy Coatings for Enhanced Durability and Performance by S. Sivaraman, N. Radhika, Muhammad Abubaker Khan

“…To address this, Machine Learning (ML) techniques were integrated to predict the wear rate and phase formation in HEA coatings processed through thermal spray methods. Ten ML models such as AdaBoost, XGBoost, CatBoost, GBRT, DT, SVM-RBF, MLP, BNN, MLR and HR were utilized to predict wear rate, Feature engineering was conducted using Mutual Information (MI) and Pearson Correlation Coefficient (PCC) to access feature significance, Variance Inflation Factors (VIFs) analyzed multicollinearity, identified influential elements for wear rate prediction and aiding in the development of novel Lightweight High Entropy Alloys (LHEAs) coating compositions. …”
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