Machine Learning Driven Synthesis of Cobalt Oxide Entrapped Heteroatom-Doped Graphitic Carbon Nitride for Enhanced Oxygen Evolution Reaction. by Abdullah Akhdhar, Abdullah S Al-Bogami, Waleed A El-Said, Farhan Zafar, Naeem Akhtar

“…Additionally, optimization of materials remains a complex task, often relying on trial-and-error approaches that do not clearly understand the key features that govern oxygen evolution reaction performance. …”
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Valorization of Algerian food by-products in animal feed by Samira Lagha-Benamrouche, Djamila Hezil

“…The by-products were found to be low in fat and protein and moderately high in sugar. …”
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Comparative mechanical characterization of Guadua angustifolia Kunth from Villavicencio and other regions by Juan Pablo Rincon, Bregy Choque

“…This study presents a comparative analysis of the physical and mechanical properties of Guadua angustifolia Kunth, a bamboo species with significant potential as a sustainable construction material. The research focuses on specimens harvested from Villavicencio in Colombia, a region characterized by high rainfall and low altitude and compares the results with data from five other geographical locations in Colombia. …”
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Design of the Ethylbenzene production process using machine learning by Eri Ishikawa, Hiromasa Kaneko

“…The objective of this study was to design an EB production process with low energy consumption per unit production. In the proposed method, the process structure is first optimized, followed by optimization of the design variables. …”
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The design and application of large-scale carbon dioxide capture system based on gas film technology by Shaohua Hu, Jun Feng, Hao Xu

“…In this paper, a large-scale carbon dioxide capture system based on gas membrane technology and wireless sensor networks is proposed to realize efficient and low-cost carbon capture and storage through interdisciplinary synergistic optimization. …”
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Vibration Isolation of Existing Buildings in Microvibration Traffic Environment by Qian Xia, Wen-jun Qu, Yi-qing Li, Jin Zhao

“…The vibration isolation effect is more obvious after the parameters are optimized. With its convenient construction technology, short cycle, and low cost, this method is worth promoting.…”
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Exact analytical solution of the optimum weight and size of a steel rectangular tubular beam section by Rana H. Alkerwei, Ashraf A. Alfeehan

“…The results showed that weight can be systematically optimize by enlarging the sections under critical stress while minimizing material usage in low-stress zones. …”
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Advancements in thermochemical predictions: a multi-output thermodynamics-informed neural network approach by Raheel Hammad, Sownyak Mondal

“…Its calculation is crucial for understanding material stability, phase transitions, and chemical reactions, thus guiding optimization for diverse applications like catalysis and energy storage. …”
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Eskebornite CuFeSe₂: Solid-State Synthesis and Thermoelectric Properties by Se-Hyeon Choi, Il-Ho Kim

“…Although the ZT remains low, these results underscore the potential of eskebornite as a thermoelectric candidate, with substantial room for optimization through chemical doping, microstructural engineering, or nanostructuring approaches to enhance the carrier mobility and reduce the lattice thermal conductivity.…”
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Form Finding of Shell Bridges Using the Pneumatic Forming of Hardened Concrete Construction Principle by Benjamin Kromoser, Thomas Pachner, Chengcheng Tang, Johann Kollegger, Helmut Pottmann

“…If a form-defining load case exists, the shape of the shell can be designed to ensure that the forces in the structure are transferred primarily by the membrane action, which leads to an even distribution of the stresses across the shell surface. Concrete as a material, characterized by high compressive strength and low tensile strength, can be used with a very high degree of utilization. …”
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Advances in photoelectrochemical glucose sensors: A critical review by Oluwaseun Adepoju, Mahabubur Chowdhury, Tunde V. Ojumu

“…Addressing these limitations requires coordinated advances in material innovation, device architecture optimization, system integration, and scalable manufacturing to enable reliable, high-performance, and commercially viable glucose sensors.…”
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Ultra-small millimeter-wave filter chips based on high-K single-crystal lithium niobate by Qun Li, Junyan Zheng, Yansong Yang

“…However, achieving an optimal balance between miniaturization, low insertion loss, high selectivity, and low cost of millimeter-wave filters remains a challenge for existing technologies. …”
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Electronic structure and thermoelectric properties of CoTiSi half-Heusler alloy: Doping overtones by A. Shukla, Sadhana Matth, Raghavendra Pal, S. S. A. Warsi, Himanshu Pandey

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Validation of the performance of a point of care molecular test for leprosy: From a simplified DNA extraction protocol to a portable qPCR. by Amanda Bertão-Santos, Larisse da Silva Dias, Marcelo Ribeiro-Alves, Roberta Olmo Pinheiro, Milton Ozório Moraes, Fernanda Saloum de Neves Manta, Alexandre Dias Tavares Costa

“…Our results highlight the need for additional optimization to deal with paucibacillary samples, but also demonstrate the feasibility of the portable platform for the qPCR detection of M. leprae DNA in low infrastructure settings.…”
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Design and experiment of key components of a insertion vegetable grafting machine with six plants synchronous by Yongtao Yu, Yanjun Li, Fuxiang Xie, Jian Song, Yang Bai, Yu Fan

“…The rectangular hand claw is embedded with EVA flexible material (maximum clamping pressure of the clamping mechanism: rootstock 266.35 Pa and scion 158.92 Pa), to overcome the fragile seedling damage control problems; Optimization of rootstock dynamics modeling with the V-shaped gathering block opening angle of 90° to achieve adaptive positioning of heterogeneous stems; The dual cutting system of positive-cutting and rotary-cutting matches the different cutting requirements of rootstock and scion. …”
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Amorphous Engineering Driving d‐Orbital High Spin Configuration for Almost 100% 1O2‐Mediated Fenton‐Like Reactions by Juanjuan Qi, Qian Bai, Xiuhui Bai, Hongfei Gu, Siyue Lu, Siyang Chen, Qiangwei Li, Xudong Yang, Jianhui Wang, Lidong Wang

“…Abstract The inherent atomic disorder in amorphous materials leads to unsaturated atomic sites or dangling bonds, effectively modulating the material's electronic states and rendering it an ideal platform for the growth of single atoms. …”
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A Compact 5.5 GHz Band-Rejected UWB Antenna Using Complementary Split Ring Resonators by M. M. Islam, M. R. I. Faruque, M. T. Islam

“…It is printed on low dielectric FR4 substrate material fed by a partial ground plane and a microstrip line. …”
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Modeling the Reaction Process for the Synthesis of Ethyl Chrysanthemate from Ethyl Diazoacetate in a Micro-Flow Platform by Dawei Xin, Yangcheng Lu

“…Ethyl diazoacetate can react with 2,5-dimethyl-2,4-hexadiene to yield ethyl chrysanthemumate, an important raw material for synthesizing various pesticides. In conventional conditions, this cyclopropanation process suffers from low efficiency and yield due to ethyl diazoacetate. …”
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Predictive modelling of creep age forming parameters using artificial neural networks by Yo-Lun Yang, Cheng-Ling Tai, Wan-Ling Chen, Sundarakannan Rajendran, Vigneshwaran Shanmugam

“…This process combines creep deformation and age hardening to shape complex parts while enhancing their strength. Optimizing CAF parameters, however, remains challenging due to the complex interplay among material properties, creep deformation, and ageing mechanisms. …”
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High-Efficiency Lithium Niobate Electro-Optic Modulator with Barium Titanate Cladding on Quartz by Hongkang Liu, Jianping Li, Weiqin Zheng, Zixin Chen, Jianbo Zhang, Yuwen Qin

“…After theoretical analysis and parameter optimization, the proposed 10 mm long modulator demonstrates high-efficiency modulation, featuring a low half-wave voltage-length product of 1.39 V·cm, a broad 3 dB EO bandwidth of 152 GHz, and low optical loss. …”
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