Incorporation of surfactant-intercalated graphene oxide into zeolitic imidazolate framework-9 for effective heavy metal and dye removal from wastewater: RSM optimization and ANN mo... by Ahmed I. Ibrahim, Sagheer A. Onaizi, Muhammad S. Vohra

“…The isotherm study showed that Pb2+ adsorption followed the Freundlich (R2 = 0.907) and Redlich–Peterson (R2 = 0.908) models, while MO fitted the Langmuir (R2 = 0.995) and Redlich–Peterson (R2 = 0.997) models, with maximum adsorption capacities of 1139.7 mg/g and 1195 mg/g, respectively. …”
Get full text

Computational methods and artificial intelligence-based modeling of magnesium alloys: a systematic review of machine learning, deep learning, and data-driven design and optimizatio... by Hanxuan Wang, Raman Kumar, Raman Kumar, Ashutosh Pattanaik, Rajender Kumar, Rajender Kumar, Ali Saeed Owayez Khawaf Aljaberi, Mayada Ahmed Abass

“…The PRISMA framework was used to ensure the structured literature search, eligibility assessment, and documentation of the selection process. 185 peer-reviewed articles (2015–2025) were analyzed and organized into seven refined thematic clusters: ‘mechanical behavior modeling using neural networks’, ‘AI-driven alloy design and compositional optimization’, ‘atomic-scale modeling and physics-guided learning’, ‘AI applications in welding and thermomechanical processing’, ‘biomaterials and microstructural optimization’, ‘corrosion modeling and degradation prediction’, ‘data-driven design and integrated optimization frameworks’. …”
Get full text

Fast and Intelligent Proportional–Integral–Derivative (PID) Attitude Control of Quadrotor and Dual-Rotor Coaxial Unmanned Aerial Vehicles (UAVs) Based on All-True Composite Motion... by Zhen Wang, Qi Yuan, Yi Zhu, Yifan Hu, Heng Chen, Xingbo Xie, Wenbin Gu

“…The construction of a six-degree-of-freedom (6-DOF) model for the composite motion of the actual mechanical structure (defined as an all-true composite motion model) of unmanned aerial vehicles (UAVs) is a prerequisite for achieving stable control of rotorcraft UAVs. …”
Get full text

Composite sandwich impact response: experimental and numerical analysis by Filippo Cucinotta, Paolo Neri, Felice Sfravara, Armando Razionale

“…The main goal of this work is to develop and to validate a FE model for the simulation of a particular family of composites, widely used in naval field and, in particular, in High Speed Crafts and powerboats. …”
Get full text

Composite sandwich impact response: experimental and numerical analysis by Filippo Cucinotta, Felice Sfravara, Paolo Neri, Armando Razionale

“…The main goal of this work is to develop and to validate a FE model for the simulation of a particular family of composites, widely used in naval field and, in particular, in High Speed Crafts and powerboats. …”
Get full text

Effects of Ply Misalignment in Material Characterization of Composite Laminates by Michael Franz, Racim Radjef, Boris Eisenbart, Sandro Wartzack

Get full text

Central composite design for the removal of copper by an Adansonia digitata by Naveen Prasad, Rakesh Namdeti, Gaddala Baburao, Doaa Salim Musallam Samhan Al-Kathiri, Uma Reddy Meka, Khalid Mahad Ali Tabook, Arlene Abuda Joaquin

“…The CCD enabled the discovery of optimal copper removal conditions. The percentage of metal clearance (CCD) was examined as a result of the influence of various process parameters utilizing a central composite design. …”
Get full text

On Properties of Magneto-dielectric Composites in the Effective Medium Approximation by A.T. Morchenko, L.V. Panina, S.V. Podgornaya, V.G. Kostishyn, P.A. Ryapolov

“…The development of ultra-broadband composite absorbers of electromagnetic waves depends largely on optimal combination of the medium characteristics that determine their absorption capacity and conditions for impedance matching and destructive interference. …”
Get full text

Heat transfer optimization in magnetohydrodynamic buoyancy-driven convective hybrid nanofluid with carbon nanotubes over a slippery rotating porous surface by Thirupathi Thumma, Surender Ontela, Devarsu Radha Pyari, S.R. Mishra, Subhajit Panda

“…Further, the sensitivity and optimization analysis of the heat transmission rate is carried out using RSM with face-centered central composite design model of experiments. …”
Get full text

Dispersion strengthening in Ni–Co–Cr–SiC coatings: Effects of particle-matrix adhesion and dislocation obstruction revealed by multiscale modeling by Peng Liu, Dengfu Chen, Qian Hua, Yucheng Wang, Rongcheng Sheng

Get full text

Vitamin D deficiency and adverse body composition in adolescents by Bo Wang, Songting Gao, Zhongxin Zhu

“…Conclusions Vitamin D deficiency is prevalent among adolescents and independently associated with unfavorable body composition, modulated by demographic factors. These findings highlight the need for targeted interventions to optimize musculoskeletal and metabolic health during this developmental window.…”
Get full text

Soybean Yield Estimation Using Improved Deep Learning Models With Integrated Multisource and Multitemporal Remote Sensing Data by Jian Li, Junrui Kang, Ji Qi, Jian Lu, Hongkun Fu, Baoqi Liu, Xinglei Lin, Jiawei Zhao, Hengxu Guan, Jing Chang, Zhihan Liu

“…This framework synergistically integrates an optimized bidirectional hierarchical gated recurrent unit (BiHGRU), a Transformer encoder, and a novel Greenness and Water Content Composite Index, with critical parameters optimized by particle swarm optimization (PSO). …”
Get full text

Leveraging Machine Learning for Optimized Mechanical Properties and 3D Printing of PLA/cHAP for Bone Implant by Francis T. Omigbodun, Norman Osa-Uwagboe, Amadi Gabriel Udu, Bankole I. Oladapo

Get full text

Efficient removal of sulfamethoxazole antibiotic from aqueous solution using red mud/layered double hydroxide nanocomposite: Optimization, kinetic, and isotherm studies by Ahmed A. Mohammed, Zahraa Ali Hammood

Get full text

Development of a deep learning predictive model for estimating higher heating value in municipal solid waste management by Nasreen Banu Mohamed Ishaque, S. Metilda Florence

“…Waste-to-energy (WTE) conversion through thermo-chemical processes offers a promising solution, where the Higher Heating Value (HHV) of MSW plays a crucial role in process optimization. Traditional calorimetric methods for HHV determination are labor-intensive, costly, and environmentally harmful, prompting the need for automated, efficient predictive models. …”
Get full text

Measuring. Monitoring. Management. Control by A.S. Efremov, L.V. Lukichev

“…Results and conclusions. The use of a set of models will allow one to perform a formalized description of the composition and operation of a territorially distributed departmental system of verification bodies, to determine a set of basic system parameters and quality indicators, as well as the relationships between these sets. …”

Experimental substantiation of the base of the nasal gel for viral rhinitis treatment by O. A. Rukhmakova, I. A. Karpenko, T. G. Yarnykh

“…The optimum concentration of the selected gelling agent and the neutralizing agent in the composition of the gel base was established basing on the study of the pH of the model base samples. …”
Get full text

Investigation and application of data balancing and combined discriminant model in rock burst severity prediction by Shaohong Yan, Runze Liu, Yanbo Zhang, Xulong Yao, Yueqi Yang, Qi Wang, Bin Guo, Shuai Wang

“…Ultimately, a BO-MLP-RF composite prediction model was constructed based on Bayesian Optimization (BO), Multilayer Perceptron (MLP), and Random Forest (RF) algorithms, with the Bayesian Optimization method ensuring that the model fits the training data well and generalizes to the test data. …”
Get full text

Variation of nano-ZnO/SBR modified asphalt features under photo-oxidative aging and optimization of the evaluation indexes based on rheological properties and chemical structure by Shengqian Zhao, Qinglong You, Jianming Ling, Jiake Zhang, Ekeoma Bridget Chineche, Jiaxing Wang

“…The reliability of the aging prediction models using Casp exceeded 0.98. The predicted results indicate that as the polymer degrades during aging, the microchemical composition of the SBR binder eventually reaches a state similar to that of unmodified asphalt. …”
Get full text

Intelligent optimization algorithm based on benchmarking by Anshi XIE

“…Many of the issues in scientific research,engineeringand management can be transformed into optimization problems.The various methods applied to these problems were a variety of models.Designing different methods was designing different models.The theme was to model the benchmarking philosophy in business management as a meta-heuristic search method for single objective bound-constrained real-parameter optimization problems.According to the principle of Occam’s Razor,many complicated operators and their probability tuning rules were abandoned and a simple framework was used to organize the core operators to achieve the effect of many composition algorithms.…”
Get full text