Transdermal drug delivery system: A comprehensive review of innovative strategies, applications, and regulatory perspectives by Andrea Crasta, Tanvi Painginkar, Amatha Sreedevi, Sachin Dattram Pawar, Muddukrishna Badamane Sathyanarayana, S.G. Vasantharaju, Riyaz Ali M. Osmani, Gundawar Ravi

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Deep learning of the particulate and mineral-associated organic carbon fractions using a compositional transform and mid-infrared spectroscopy by Mingxi Zhang, Zefang Shen, Lewis Walden, Farid Sepanta, Zhongkui Luo, Lei Gao, Oscar Serrano, Raphael A. Viscarra Rossel

“…We used the centred log ratio (CLR) method to transform the data compositionally and then modelled POCmac, POCmic, POC (POCmac + POCmic), and MAOC with the spectra, using convolutional neural networks (CNN) and cubist for benchmarking. …”
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Distributed reaction surface of carbon-graphite volume-porous cathodes as a parameter for optimizing of metallization process of composite and nanocomposite materials by Alexander N. Koshev, Valentina V. Kuzina

“…Materials and methods. Methods of mathematical modeling of porous medium metallization processes and previously published experimental data were used to solve problems on calculation of operating modes and elements of the electrolyzer design, in particular, the specific reaction surface of the UWM distributed over the thickness of the electrolyzer. …”
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Calibration of Parameters for Leaf-Stem-Cutting Model of Tuber Mustard (<i>Brassica juncea</i> L.) Based on Discrete Element Method by Man Gu, Haiyang Shen, Weiwen Luo, Jie Ling, Bokai Wang, Fengwei Gu, Shumin Song, Liang Pan, Zhichao Hu

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Response surface optimization of sedimentation efficiency for sustainable green microalgae harvesting using automated non-invasive methods by Amr M. Ayyad, Eladl G. Eltanahy, Mervat H. Hussien, Dina A. Refaay

“…However, biomass harvesting remains a cost-intensive bottleneck. Conventional methods like centrifugation and flocculation pose challenges due to energy demands and contamination risks. …”
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CO2-philicity of crude oil constituents: A computational study by Lionel T. Fogang, Syed M.S. Hussain, Theis I. Solling

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Dynamic Response and Stress Evolution of RPC Slabs Protected by a Three-Layered Energy-Dissipating System Based on the SPH-FEM Coupled Method by Dongmin Deng, Hanqing Zhong, Shuisheng Chen, Zhixiang Yu

“…Aiming at the lightweight design of a bridge-shed integration structure, this paper presents a three-layered absorbing system in which a part of the sand cushion is replaced by expanded polystyrene (EPS) geofoam and the reinforced concrete (RC) protective slab is arranged above the sand cushion to enhance the composite system’s safety. A three-dimensional Smoothed Particle Hydrodynamics–Finite Element Method (SPH-FEM) coupled numerical model is developed in LS-DYNA (Livermore Software Technology Corporation, Livermore, CA, USA, version R13.1.1), with its validity rigorously verified. …”
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Formulation development and evaluation, in silico PBPK modeling and in vivo pharmacodynamic studies of clozapine matrix type transdermal patches by Abdul Qadir, Syed Umer Jan, Muhammad Harris Shoaib, Muhammad Sikandar, Rabia Ismail Yousuf, Fatima Ramzan Ali, Fahad Siddiqui, Abdul Jabbar Magsi, Ghulam Mustafa, Muhammad Talha Saleem, Shafi Mohammad, Mohammad Younis, Muhammad Arsalan

“…No skin irritation was found for the optimized transdermal patch as per the Draize score method. The shelf life of the optimized formulation was 30.41 months under accelerated conditions. …”
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On specifics of hardening mechanisms in metallic matrix composition" by M. N. Safonova, E. A. Arkhangelskaya, A. A. Fedotov

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Effects of In-Plane Loading on Vibration of Composite Plates by E. Carrera, P. Nali, S. Lecca, M. Soave

“…The different kinematic approaches are compared in order to identify the appropriate modeling for laminated composite plates subjected to combined loadings. …”
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Molecular imaging of macrophage composition and dynamics in MASLD by Bin Q. Yang, Mandy M. Chan, Gyu Seong Heo, Lanlan Lou, Hannah Luehmann, Christopher Park, Alexandria Li, Divangana Lahad, Deborah Sultan, Peter Voller, Kathleen Byrnes, Christina Fu, Yongjian Liu, Joel D. Schilling

“…Results: Using a mouse model of MASH, we found that the liver uptake of both CCR2 and CD163 radiotracers detected an increase in recruited cells and a decrease in resident macrophages. …”
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A survey of multimodal composite editing and retrieval by Suyan Li, Fuxiang Huang, Lei Zhang

“…To facilitate a deeper understanding of this promising direction, this survey explores multimodal composite editing and retrieval in depth, covering image-text composite editing, image-text composite retrieval, and other multimodal composite retrieval. …”
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Improving the performance of damage repair in thin-walled structures with analytical data and machine learning algorithms by Abdul Aabid, Md Abdul Raheman, Meftah Hrairi, Muneer Baig

“…This study is particularly important for designing the single-sided composite patch repair method based on analytical modelling. …”
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Reduced composite dietary antioxidant index increases the risk of Parkinson’s disease and all-cause mortality in Parkinson’s disease patients: evidence from the NHANES database by Fei Huang, Jingwen Hao, Chanjuan Chen, Qun Liu, Dan He

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Bio-Impedance Analysis of Human Upper Limbs Based on Transient Simulation Using the Finite Element Method by Enver Salkim, Tayfun Abut

“…<b>Method:</b> The 3D realistic human upper arm model was developed based on the image data set. …”
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Crack evolution mechanism of stratified rock mass under different strength ratios and soft layer thickness: Insights from DEM modeling by Qinji Jia, Xiaoming Liu, Xin Tan

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Prediction of Reduction Recovery of Iron and Vanadium Oxides in Low-Grade Vanadium–Titanium Magnetite Based on Response Surface Model by Xueting Jiang, Hao Wu, Aijun Deng

“…Based on the results of physical experiments, both the response surface method (RSM) and central composite design (CCD) were used to fit the prediction model of the reduction rate of iron and vanadium oxides in low-grade VTM. …”
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Analysis of machine learning approaches for the interpretation of acoustic fields obtained by well noise data modelling by N. V. Mutovkin

“…Machine learning makes it possible to take into account many factors affecting the spectrum of the measured signal, extracting from them exactly those factors associated with a change in phase composition. In order to build the best model, machine learning approaches such as linear regression with different variants of regularisation, Bayesian regression, neural net, methods of supporting vectors, decision tree, random forest and gradient boosting are considered. …”
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Peripheral blood metabolic composite score based on peripheral blood metabolism can be used as an assessment of recurrence after surgery in patients with locally advanced gastric c... by Ning Meng, Zhiqiang Wang, Yaqi Peng, Xiaoyan Wang, Wenju Yue, Le Wang, Jingxia Lv, Jingxia Lv, Jingxia Lv, Wenqian Ma, Wenqian Ma, Wenqian Ma

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Harnessing unsupervised machine learning with [18F]FDG PET/CT to develop a composite model for predicting overall survival in cervical cancer patients undergoing concurrent chemora... by Jinyu Shi, Lian Wang, Min Zhou, Shushan Ge, Shushan Ge, Bin Zhang, Jiangqin Han, Jihui Li, Shengming Deng, Shengming Deng

“…Background and purpose:This study sought to develop an advanced composite model to enhance the prognostic accuracy for cervical cancer patients undergoing concurrent chemoradiotherapy (CCRT). …”
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