A Fast Forward Prediction Framework for Energy Materials Design Based on Machine Learning Methods by Xinhua Liu, Kaiyi Yang, Lisheng Zhang, Wentao Wang, Sida Zhou, Billy Wu, Mengyu Xiong, Shichun Yang, Rui Tan

“…In this paper, we propose a forward prediction and screening framework for functional materials, which includes database selection, attributes, descriptors, machine learning models, and prediction and screening. …”
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Replacement of Petroleum Based Products With Plant‐Based Materials, Green and Sustainable Energy—A Review by Sundarakannan Rajendran, Ali Al‐Samydai, Geetha Palani, Herri Trilaksana, Thanikodi Sathish, Jayant Giri, R. Saravanan, J. Isaac JoshuaRamesh Lalvani, Faouzi Nasri

“…It discusses recent developments in plant‐derived polymers, resins, and composites, showcasing their potential as functional and eco‐friendly substitutes for conventional petroleum‐based materials. …”
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Perception by state and municipal authorities of innovations implemented in government bodies (based on the materials of the Republic of Tatarstan) by V.M. Akhmerova, A.M. Idiatullina

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Investigating Indonesian university students’ attitudes toward ELF-informed materials in business English contexts by Wulandari Santoso, Fuad Abdul Hamied, Ahmad Bukhori Muslim

“…Despite the limited scope of this study, the findings indicate that the exposure to ELF-informed materials needs to be accompanied by the provision of awareness-raising tasks which utilize the noticing strategy to allow learners to pay attention to different language functions, features, and varieties in authentic spoken and written texts produced within ELF business settings.…”
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Tailoring dressing materials for Nano-encapsulation of black garlic extract fractions to preserve antioxidant potency by Efri Mardawati, Nadhira Shobah Afuwwu, Muhammad Fatur Rizki Armadhani, Yeyen Nurhamiyah, Ine Suharyani, Siti Nurhasanah, Norisca Aliza Putriana, Muhammad Adly Rahandi Lubis, Awaly Ilham Dewantoro, Adi Md Sikin, Mohd Nizam Lani

“…Furthermore, nano-encapsulated BGEs using gum arabic as the dressing material produced the smallest particle size (45.74 nm) and exhibited antioxidant activity that was not significantly different from that of nano-encapsulated BGEs withouth any dressing material. …”
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Bioinspired composite structures: A comprehensive review of natural materials, fabrication methods, and engineering applications by M A Shadab Siddiqui, M S Rabbi, Radif Uddin Ahmed, Fahad Alam, M A M Hossain, Shamim Ahsan, Nur Mohammad Miah

“…Inspired by these biological composites, advanced synthetic materials with improved strength, toughness, and functionality have been developed. …”
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Artificial intelligence enabled smart design and manufacturing of advanced materials: The endless Frontier in AI+ era by William Yi Wang, Suyang Zhang, Gaonan Li, Jiaqi Lu, Yong Ren, Xinchao Wang, Xingyu Gao, Yanjing Su, Haifeng Song, Jinshan Li

“…It is believed that the transformation of knowledge‐enabled data‐driven integrated computational material engineering era to AI+ era promotes the transformation of smart design and manufacturing paradigm from “designing the materials” to “designing with materials.”…”
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The influence of accelerated aging on the physical and chemical properties of a composite material: a systematic overview by S. M. Abdulkerimova, A. A. Kulikova, M. Yu. Dashtieva

“…Polymer composites are used for direct filling of all groups of teeth and at different depths of the lesion. Composite materials have optimum mechanical, aesthetic and functional properties. …”
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Effect of three investing materials on tooth movement during flasking procedure for complete denture construction by Alaa’a M. Salloum

“…An understanding of this phenomenon may permit one to construct functional complete dentures that require less occlusal adjustment in the articulator and in the patient’s mouth. …”
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A Newmark Integral Method in Nonhomogeneous Materials With Parallel Cracks Based on Hyperbolic Heat Conduction by Yanyan Zhang, Tao Zheng, Liangzhong Ao, Shanqiao Huang, Zengtao Chen

“…Then the time-related temperature field of functionally graded material (FGM) plate under strong transient thermal shock is analyzed. …”
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Thermal and Dimensional Stability of Photocatalytic Material ZnPS3 Under Extreme Environmental Conditions by Abhishek Mukherjee, Vivian J. Santamaría‐García, Damian Wlodarczyk, Ajeesh K. Somakumar, Piotr Sybilski, Ryan Siebenaller, Emmanuel Rowe, Saranya Narayanan, Michael A. Susner, L. Marcelo Lozano‐Sanchez, Andrzej Suchocki, Julio L. Palma, Svetlana V. Boriskina

“…Abstract Zinc phosphorus trisulfide (ZnPS3), a promising material for photocatalysis and energy storage, is shown in this study to exhibit remarkable stability under extreme conditions. …”
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Transition metal coordination polymer-derived materials for supercapacitor applications: recent advances and future perspectives by Saifullahi Kabiru Sa’adu, Cheng Seong Khe, Muhammad Fadhlullah Abd. Shukur, Kwok Feng Chong, Chin Wei Lai, Kok Yeow You, Nik Roselina Nik Roseley, Eslam Aboelazm

“…Theoretical frameworks like density functional theory and emerging machine learning models are other methods employed to better understand redox behaviour and drive material design. …”
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State of the art review on inorganic powders modified asphalt materials: Reducing the temperature of asphalt pavement by Chaohui Wang, Tonghao Zhang, Anquan Li, Dawei Zhao, Luqing Liu, Qian Chen

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Preparation and Properties of Low-Exothermic Polyurethanes Doped with Modified Hydrated Salt Phase Change Materials by Song Xin, Mengya Sun, Shangxiao Liu, Xuan Zhang, Han Liu

“…In this study, fumed silica (FS) was used as a support material and infused with the hydrated salt sodium hydrogen phosphate dodecahydrate (DHPD) to create shape-stabilized constant phase change materials (CPCMs). …”
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Transforming biomass into engineered biochar materials for high-performance supercapacitors: Recent advances, challenges, and prospects by Ruibo FAN, Liang CHEN, Beichen XUE, Ao WANG, Yinhai SU, Huiyan ZHANG, Xiangzhou YUAN

“…As one of the key components, the electrode material has a significant impact on the electrochemical performance of supercapacitors. …”
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Comparison of different graft materials on the proliferation, mineralization and mineralized tissue-related gene expressions of cementoblasts by E. Elif Mutafcilar Velioğlu, S. Buket Bozkurt, Werner Götz, Sema S. Hakki

“…In conclusion, released components of all graft materials have positive effects on the cementoblast’s functions while Bio-Oss® might be preferable for gene expressions. …”
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OPTIMIZATION STRATEGIES AND COMPUTATIONAL MODELING IN THE DESIGN AND PERFORMANCE EVALUATION OF GREEN POROUS OIL ADSORBENT MATERIALS by Haoran Zhang, Sagdat Mederbekovna Tazhibayeva

“…It examined 50 green porous adsorbent materials including key properties and performance metrics. …”
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Moral Damages of Children's Migration Trauma (Based on The Materials of The International Internship in The Area of Education and Humanities) by Zhanna Virna, Ana Maria Eyng

“…It is based on the method of bibliographic review of theoretical and empirical sources on this problem and the method of psychological modelling as a reproduction of the functional content of moral damages of children's migration trauma. …”
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Enhancing pipa tuning stability with piezoelectric materials: An adaptive system for real-time performance adjustment. by Kou Yawen

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OPTIMIZATION STRATEGIES AND COMPUTATIONAL MODELING IN THE DESIGN AND PERFORMANCE EVALUATION OF GREEN POROUS OIL ADSORBENT MATERIALS by Haoran Zhang, Sagdat Mederbekovna Tazhibayeva

“…It examined 50 green porous adsorbent materials including key properties and performance metrics. …”
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