Article
Orthopedics
Xiaopeng Tong, Tao Zhang, Shengcan Li, Yang Chen, Yan Xu, Chao Deng, Jianzhong Hu, Hongbin Lu
Summary: This study assessed the role of lymphatic vessels in the healing process of rotator cuff tears (RCT) and found that lymphangiogenesis plays a positive role in RCT healing. Targeting the lymphatic system to improve lymphatic drainage may be a potential new therapeutic approach to facilitate repair of RCT.
JOURNAL OF ORTHOPAEDIC TRANSLATION
(2023)
Review
Orthopedics
David Kovacevic, Robert J. Suriani, William N. Levine, Stavros Thomopoulos
Summary: The limited regenerative capacity of the tendon-bone enthesis after surgical repair presents a challenge to achieving desired clinical outcomes. Biologic augmentation methods show potential for improving the integrity of the enthesis, but there is currently no reliable method that consistently leads to clinical improvement.
JOURNAL OF THE AMERICAN ACADEMY OF ORTHOPAEDIC SURGEONS
(2022)
Article
Orthopedics
Mikhail Golman, Xiaoning Li, Dimitrios Skouteris, Adam A. Abraham, Lee Song, Yousef Abu-Amer, Stavros Thomopoulos
Summary: In this study, inhibition of IKK beta was shown to successfully suppress excessive inflammation and enhance tendon-to-bone healing after rotator cuff repair in a rat model. The treatment led to improved tenogenesis, extracellular matrix production, and overall repair quality. Additionally, the IKK beta inhibitor prevented bone loss near the tendon attachment, ultimately leading to increased toughness, failure load, and strength in the repaired area.
AMERICAN JOURNAL OF SPORTS MEDICINE
(2021)
Article
Cell Biology
Young Jae Moon, Baoning Cui, Se-Young Cho, Jae Won Hwang, Hee-Chung Chung, Joseph Kwon, Duwoon Kim, Kyu Yun Jang, Jung Ryul Kim, Sung Il Wang
Summary: Aging is an independent risk factor for recurrent tearing after surgical repair of rotator cuff ruptures. The down-regulation of SIRT6, an age-specific protein, is associated with age-related differences in proteins involved in the rotator cuff and the Wnt/fi-catenin signal pathway. Overexpression of SIRT6 promotes tendon-to-bone healing in elderly rats after tenotomy with reconstruction.
Article
Genetics & Heredity
Jianping Zhang, Zhijun Cai, Fanzhe Feng, Yufeng Peng, Yi Cui, Yongiqing Xu
Summary: This study found that exosomes secreted by young BMSCs can promote the healing of tendon-bone interface after rotator cuff tears. These exosomes can improve extracellular matrix remodeling, osteogenic differentiation, angiogenesis, and stemness of tendon-derived stem cells (TDSCs). The exosomes from young BMSCs have better effects compared to those from aged BMSCs.
Article
Orthopedics
Junjie Xu, Zipeng Ye, Chang'an Chen, Xueying Zhang, Kang Han, Xiulin Wu, Ziyun Li, Jia Jiang, Xiaoyu Yan, Jiangyu Cai, Jinzhong Zhao
Summary: This study suggests that anabolic therapy with abaloparatide is more effective than antiresorptive therapy with denosumab in promoting rotator cuff healing in osteoporotic rats. Abaloparatide improves the quality of mineralized tissue and collagen maturity at the reattachment site, leading to improved biomechanical properties.
AMERICAN JOURNAL OF SPORTS MEDICINE
(2022)
Article
Engineering, Biomedical
Fan Yang, Yijia Xue, Feilong Wang, Danni Guo, Yunjiao He, Xiao Zhao, Fanyu Yan, Yuqian Xu, Dandan Xia, Yunsong Liu
Summary: The study investigates the effects of introducing magnesium (Mg) and zinc (Zn) into methacrylate gelatin (GelMA) hydrogel on skin wounds. The GelMA/Mg/Zn hydrogel promotes the migration of skin cells, transformation of fibroblasts into myofibroblasts, and production of extracellular matrix. It also accelerates the healing process of skin defects in rats through collagen deposition, angiogenesis, and re-epithelialization. The study identifies that Mg2+ promotes the entry of Zn2+ into fibroblasts and induces their differentiation into myofibroblasts via the STAT3 signaling pathway.
BIOACTIVE MATERIALS
(2023)
Article
Orthopedics
Luyu Diao, Yundong Peng, Juan Wang, Jian Chen, Guanglan Wang, Shaohui Jia, Cheng Zheng
Summary: Eccentric contraction promotes better healing of the bone-tendon interface after rotator cuff repair in mice compared to other muscle contraction patterns.
AMERICAN JOURNAL OF SPORTS MEDICINE
(2023)
Article
Biochemistry & Molecular Biology
Shanhong Fang, Mengqiang You, Jie Wei, Peng Chen
Summary: This study identified Caveolin-1 as a key gene in the process of rotator cuff tear (RCT). In vitro and in vivo experiments demonstrated that GATA6 overexpression suppressed fatty infiltration and promoted bone-tendon healing by downregulating Caveolin-1 and activating the cAMP/PKA pathway. These findings provide novel insights into the mechanisms of fatty infiltration and bone-tendon healing after RCT.
MOLECULAR MEDICINE
(2023)
Article
Pharmacology & Pharmacy
Yen-Hung Lin, Sheng- Lee, Feng-Huei Lin, Guan-Xuan Wu, Chun-Shien Wu, Shyh-Ming Kuo
Summary: The study found that hydrogel membranes containing farnesol showed better repair results for rotator cuff injuries in a rabbit model, improving damaged tissues by promoting collagen synthesis and modulating inflammatory factors.
Article
Biochemistry & Molecular Biology
Wei Ji, Fei Han, Xian Feng, Lei Shi, Hongdong Ma, Yue Lu, Ran Tao
Summary: A cocktail-like hydrogel was proposed to enhance fatty infiltrated tendon-bone healing, and it was shown to effectively inhibit fatty infiltration and promote fibrocartilage layer regeneration at the tendon-bone interface.
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES
(2023)
Article
Orthopedics
Surena Namdari, Thema Nicholson, Tyler J. Brolin, Jeffrey Lu, Joseph A. Abboud, Mark D. Lazarus
Summary: The study on complex and revision rotator cuff repairs with dermal allograft augmentation in 35 patients showed that double-row arthroscopic repair led to improved functional outcomes. Approximately half of patients experienced a failure of healing, which was associated with poorer functional results.
AMERICAN JOURNAL OF SPORTS MEDICINE
(2021)
Article
Orthopedics
Junjie Xu, Wei Su, Jiebo Chen, Zipeng Ye, Chenliang Wu, Jia Jiang, Xiaoyu Yan, Jiangyu Cai, Jinzhong Zhao
Summary: The study found that in osteoporotic rats, there was a high osteoclast density at the repaired interface during the early healing stage after rotator cuff repair surgery, which affected the healing process. The use of risedronate helped reduce osteoclast density and promote rotator cuff healing in osteoporotic rats, although the effect was not as significant as in nonosteoporotic rats.
AMERICAN JOURNAL OF SPORTS MEDICINE
(2021)
Article
Orthopedics
Elizabeth L. Yanik, Nancy L. Saccone, Alexander W. Aleem, Aaron M. Chamberlain, Benjamin Zmistowski, Julianne A. Sefko, Jay D. Keener
Summary: Genetic factors may influence the age at diagnosis for atraumatic rotator cuff tear patients. Specific single nucleotide polymorphisms (SNPs) are associated with younger diagnosis age, but not with bilateral tear prevalence or tear size. Further research is needed to determine if genetic markers can be used alongside patient characteristics to identify optimal surgical repair candidates.
JOURNAL OF ORTHOPAEDIC RESEARCH
(2023)
Article
Orthopedics
Tingmo Huang, Liyang Wan, Yang Chen, Yinghong Xiong, Feifei Yuan, Shansha Xie, Jianjun Huang, Hongbin Lu
Summary: This study aimed to explore the effect of local sympatholysis (LS) on bone-tendon interface (BTI) healing in a murine rotator cuff repair model. The results indicated that LS was beneficial for BTI healing outcomes. This study found that sympathetic innervation played a role in the healing process of injured BTI, and local sympathetic denervation using guanethidine could improve BTI healing.
JOURNAL OF ORTHOPAEDIC TRANSLATION
(2023)
Article
Engineering, Environmental
Mengting Shi, Ruonan Dong, Juan Hu, Baolin Guo
Summary: A series of Leu-loaded self-healing conductive hydrogels were prepared for skeletal muscle tissue engineering. These hydrogels exhibited self-healing properties, antioxidant activity, suitable modulus, good electrical conductivity, high porosity, and proper swelling ratio. In addition, they had good cytocompatibility and provided a 3D culture environment for C2C12 and hADSC cells. The Leu-loaded hydrogel had the ability to recruit cells and promote myogenic differentiation of C2C12 cells. Moreover, these hydrogels showed sustained cell delivery, good in vivo degradability, and enhanced skeletal muscle regeneration in a rat tibialis anterior muscle defect model.
CHEMICAL ENGINEERING JOURNAL
(2023)
Review
Chemistry, Multidisciplinary
Ahsan Ali, Longbin Chen, Muhammad Salman Nasir, Chao Wu, Baolin Guo, Yaodong Yang
Summary: This article reviews an overlooked method, piezocatalysis, for degrading organic pollutants and inhibiting bacteria. Recent research has shown significant progress in the properties of piezoelectric materials, allowing for efficient charge carrier generation and fast reactions mediated by reactive oxygen species. The paper discusses the properties of piezoelectric materials, methods for water treatment, and the piezocatalytic mechanism with a focus on charge generation, cavitation, and bacterial inactivation by reactive oxygen species. Applications for dye and pathogenic bacteria removal are also presented.
ENVIRONMENTAL CHEMISTRY LETTERS
(2023)
Article
Biochemistry & Molecular Biology
Junpeng Zhou, Yongwei Li, Jiahui He, Liying Liu, Shugang Hu, Meng Guo, Tun Liu, Junzheng Liu, Jiaxin Wang, Baolin Guo, Wei Wang
Summary: The regeneration strategy for bone defects is limited by the bone microenvironment and excessive reactive oxygen species (ROS). Reduced graphene oxide (rGO) based hydrogels are developed for skull defect regeneration, which have good antioxidant capacity and promote osteogenic differentiation and angiogenesis. Furthermore, the hydrogel affects ZEB1/Notch1 to promote tube formation and promotes type H vessel formation in a skull defect. The hydrogel neutralizes ROS and stimulates ZEB1/Notch1 to promote the coupling of osteogenesis and angiogenesis for bone regeneration.
MACROMOLECULAR BIOSCIENCE
(2023)
Article
Polymer Science
Shu-Gui Yang, Liang-Qing Zhang, Jiaming Cui, Xiang-bing Zeng, Baolin Guo, Feng Liu, Goran Ungar
Summary: This study used two-photon confocal laser microscopy to obtain three-dimensional images of the morphology of poly(lactic acid) after shear-induced crystallization. By doping the polymer with Nile Red, the necessary fluorescence contrast was achieved. The results showed that the shape of the resulting cylindrites, or large-diameter shish-kebabs, was influenced by the shear method used. Additionally, the formation of a row of spherulites was observed during fiber pull, which was attributed to crystallization-induced volume contraction.
Article
Chemistry, Multidisciplinary
Meng Li, Guoying Pan, Yutong Yang, Baolin Guo
Summary: Control of epistaxis in patients with coagulation disorders is a major challenge. Current nasal packing hemostats have low hemostatic efficiency, inability to promote nasal mucosal repair, and monitor bleeding. In this study, a smart transversal aligned channels cryogel (TACC) was developed based on the structure of QuikClot combat gauge, for the treatment of coagulopathy epistaxis, nasal mucosal repair, and bleeding monitoring. TACC demonstrated better hemostatic performance, breathability, and bleeding monitoring ability compared to other cryogels. It also exhibited antibacterial, antioxidant, and mucosal exudate absorption properties that could promote nasal mucosal repair.
Review
Engineering, Biomedical
Lei Mu, Ruonan Dong, Baolin Guo
Summary: Cardiovascular diseases (CVDs) have consistently been the leading cause of death globally. The loss of cells contributes to cardiac dysfunction and mortality, making cell therapy a potential solution for CVDs. However, the direct injection of cells has low retention and survival rates. Therefore, the use of biomaterials as cell carriers is gaining attention for its ability to enhance cell delivery and maintenance. This review focuses on summarizing the main factors involved in cell therapy for myocardial tissue regeneration, including cell sources, chemical components of cell carriers, and categories of cell delivery materials. Furthermore, it discusses imaging methods for tracking transplanted cells and presents current challenges and future directions in biomaterials-based cell therapy to provide a comprehensive overview for beginners and professionals in this field.
ADVANCED HEALTHCARE MATERIALS
(2023)
Article
Chemistry, Multidisciplinary
Yutong Yang, Meng Li, Guoying Pan, Jueying Chen, Baolin Guo
Summary: Self-adaptive wound dressings with multiple stimuli-responsiveness and antibacterial activity have been developed to meet the therapeutic needs of different stages in infected wound healing.
ADVANCED FUNCTIONAL MATERIALS
(2023)
Review
Pharmacology & Pharmacy
Jinlong Luo, Xin Zhao, Baolin Guo, Yong Han
Summary: This paper discusses the use of thermosensitive hydrogels as drug carriers. By selecting raw materials, thermal response mechanisms, and material forms, desired drug release patterns and profiles can be tailored. Industrial transformation of thermosensitive hydrogels as drug delivery platforms needs to meet certain important conditions.
EXPERT OPINION ON DRUG DELIVERY
(2023)
Review
Chemistry, Multidisciplinary
Minmin Shao, Ashkan Bigham, Satar Yousefiasl, Cynthia K. Y. Yiu, Yarabahally R. Girish, Matineh Ghomi, Esmaeel Sharifi, Serap Sezen, Ehsan Nazarzadeh Zare, Ali Zarrabi, Navid Rabiee, Ana Claudia Paiva-Santos, Serena Del Turco, Baolin Guo, Xiangdong Wang, Virgilio Mattoli, Aimin Wu
Summary: Oxidative damage and infection can hinder tissue repair, and infection aggravates the production of reactive oxygen species (ROS), exacerbating the condition of wounds. Therefore, there is a need for antioxidant and antibacterial agents in tissue regeneration. This article summarizes the principles of antioxidant and antibacterial activity, discussing the biological aspects of tissue barriers against infection, the chemistry and mechanism of action of dual-function antioxidant and antibacterial materials. The article also highlights future prospects and challenges for these biomaterials, aiming to inspire advanced designs and pave the way for their clinical application.
Article
Biochemical Research Methods
Baolin Guo, Yongping Liang, Ruonan Dong
Summary: This article presents the synthesis and application of double-network hydrogels, discussing their potential use in wound dressings, tissue engineering, cell/drug delivery systems, and flexible wearable devices.
Article
Engineering, Biomedical
Yue Zhang, Meng Li, Yunchuan Wang, Fei Han, Kuo Shen, Liang Luo, Yan Li, Yanhui Jia, Jian Zhang, Weixia Cai, Kejia Wang, Ming Zhao, Jing Wang, Xiaowen Gao, Chenyang Tian, Baolin Guo, Dahai Hu
Summary: Chronic diabetic wounds are a globally recognized clinical challenge, and this study found that using exosome-based bioactive dressings as an alternative method for diabetic wound healing has great potential. However, research on multifunctional hydrogels loaded with drugs and bioactive substances that synergistically promote wound repair is lacking, and the mechanism of their combinatorial effect remains unclear.
BIOACTIVE MATERIALS
(2023)
Article
Engineering, Biomedical
Lipeng Qiao, Yongping Liang, Jueying Chen, Ying Huang, Saeed A. Alsareii, Abdulrahman Manaa Alamri, Farid A. Harraz, Baolin Guo
Summary: In this study, adhesive self-healing conductive antibacterial hydrogel dressings were prepared for the repair of infected wounds. The hydrogel exhibited self-healing properties, good conductivity, photothermal anti-bacterial properties, and improved wound healing in the infected skin wound repair test. These hydrogels have potential as promising candidates for wound healing dressings for the treatment of infected skin wounds.
BIOACTIVE MATERIALS
(2023)
Article
Engineering, Environmental
Wenzhi Wang, Ben Jia, Huiru Xu, Zhenlong Li, Lipeng Qiao, Yueran Zhao, Heyuan Huang, Xin Zhao, Baolin Guo
Summary: Drug-resistant bacterial infection and low healing efficiency in motion skin wounds pose new requirements for wound dressing design. The developed hydrogel adhesive with multiple bonds crosslinking shows excellent antibacterial, conductive, and antioxidant properties. In vitro tests prove its effectiveness against MRSA and E. coli, and in vivo tests on mice demonstrate improved wound healing due to reduced inflammation and enhanced angiogenesis. The hydrogel presents a new design strategy for motion wound dressings by combining multiple biological activities and multiple bonds crosslinked network.
CHEMICAL ENGINEERING JOURNAL
(2023)
Review
Chemistry, Multidisciplinary
Yongping Liang, Lipeng Qiao, Bowen Qiao, Baolin Guo
Summary: Conductive hydrogels (CHs) have gained extensive attention due to their combination of biomimetic properties of hydrogels and electrochemical properties of conductive materials. They are capable of detecting electrical signals in biological systems and conducting electrical stimulation for cell regulation. This review focuses on their applications in tissue repair, including nerve, muscle, skin, and bone tissue regeneration, showcasing different types of CHs and the mechanisms behind tissue repair promoted by CHs.
Article
Engineering, Environmental
Xinping Zhang, Yuxin Guo, Xiaoyang Liu, Shun-Yu Wu, Ya-Xuan Zhu, Shao-Zhe Wang, Qiu-Yi Duan, Ke-Fei Xu, Zi-Heng Li, Xiao-Yu Zhu, Guang-Yu Pan, Fu-Gen Wu
Summary: This study develops a nanotrigger HCFT for simultaneous photodynamic therapy and light-triggered ferroptosis therapy. The nanotrigger can relieve tumor hypoxia, induce enhanced photodynamic reaction, and facilitate the continuation of Fenton reaction, ultimately leading to lethal ferroptosis in tumor cells.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Olumide Bolarinwa Ayodele, Toyin Daniel Shittu, Olayinka S. Togunwa, Dan Yu, Zhen-Yu Tian
Summary: This study focused on the semihydrogenation of acetylene in an ethylene-rich stream using two alloyed Pt catalysts PtCu and PtCo. The PtCu catalyst showed higher activity and ethylene yield compared to PtCo due to its higher unoccupied Pt d-orbital density. This indicates that alloying Pt with Cu is more promising for industrial relevant SHA catalyst.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Guowei Chen, Wen-Cheng Chen, Yaozu Su, Ruicheng Wang, Jia-Ming Jin, Hui Liang, Bingxue Tan, Dehua Hu, Shaomin Ji, Hao-Li Zhang, Yanping Huo, Yuguang Ma
Summary: This study proposes an intramolecular dual-locking design for organic luminescent materials, achieving high luminescence efficiency and performance for deep-blue organic light-emitting diodes. The material also exhibits unique mechanochromic luminescence behavior and strong fatigue resistance.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Joren van Stee, Gregory Hermans, Jinu Joseph John, Koen Binnemans, Tom Van Gerven
Summary: This work presents a continuous solvent extraction method for the separation of cobalt and nickel in a millifluidic system using Cyphos IL 101 (C101) as the extractant. The optimal conditions for extraction performance and solvent properties were determined by investigating the effects of channel length, flow rate, and temperature. The performance of a developed manifold structure was compared to a single-channel system, and excellent separation results were achieved. The continuous separation process using the manifold structure resulted in high purity cobalt and nickel products.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Yan Xu, Jingai Jiang, Xinyi Lv, Hui Li, Dongliang Yang, Wenjun Wang, Yanling Hu, Longcai Liu, Xiaochen Dong, Yu Cai
Summary: A programmed gas release nanoparticle was developed to address the challenges in treating diabetic infected wounds. It effectively removes drug-resistant pathogens and remodels the wound microenvironment using NO and H2S. The nanoparticle can eliminate bacteria and promote wound healing through antibacterial and anti-inflammatory effects.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Tong Xia, Zhilin Xi, Lianquan Suo, Chen Wang
Summary: This study investigated a highly efficient coal dust suppressant with low initial viscosity and high adhesion-solidification properties. The results demonstrated that the dust suppressant formed a network of multiple hydrogen bonding cross-linking and achieved effective adhesion and solidification of coal dust through various chemical reactions.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Jinzhi Cai, Zhenshan Li
Summary: A density functional theory-based rate equation was developed to predict the gas-solid reaction kinetics of CaO carbonation with CO2 in calcium looping. The negative activation energy of CaO carbonation close to equilibrium was accurately predicted through experimental validation.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Jianxiong Chen, Fuhao Ren, Ningning Yin, Jie Mao
Summary: This study presents an economically efficient and easily implementable surface modification approach to enhance the high-temperature electrical insulation and energy storage performance of polymer dielectrics. The self-assembly of high-insulation-performance boron nitride nanosheets (BNNS) on the film surface through electrostatic interactions effectively impedes charge injection from electrodes while promoting charge dissipation and heat transfer.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Zijian Li, Zhaohui Yang, Shao Wang, Hongxia Luo, Zhimin Xue, Zhenghui Liu, Tiancheng Mu
Summary: This study reports a strategy for upgrading polyester plastics into value-added chemicals using electrocatalytic methods. By inducing the targeted transfer of *OH species, polyethylene terephthalate was successfully upgraded into potassium diformate with high purity. This work not only develops an excellent electrocatalyst, but also provides guidance for the design of medium entropy metal oxides.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Navneet Singh Shekhawat, Surendra Kumar Patra, Ashok Kumar Patra, Bamaprasad Bag
Summary: This study primarily focuses on developing a sulphur dyeing process at room temperature using bacterial Lysate, which is environmentally friendly, energy and cost effective, and sustainable. The process shows promising improvements in dye uptake and fastness properties.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Dengjia Shen, Hongyang Ma, Madani Khan, Benjamin S. Hsiao
Summary: This study developed cationic PVC nanofibrous membranes with high filtration and adsorption capability for the removal of bacteria and hexavalent chromium ions from wastewater. The membranes demonstrated remarkable performance in terms of filtration efficiency and maximum adsorption capacity. Additionally, modified nanofibrous membranes were produced using recycled materials and showed excellent retention rates in dynamic adsorption processes.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Xiaoyan Wang, Zhikun Wang, Ben Jia, Chunling Li, Shuangqing Sun, Songqing Hu
Summary: Inspired by photosystem II, self-supported Fe-doped NiCoP nanowire arrays modified with carboxylate were constructed to boost industrial-level overall water splitting by employing the concerted proton-coupled electron transfer mechanism. The introduction of Fe and carboxyl ligand led to improved catalytic activity for HER and OER, and NCFCP@NF exhibited long-term durability for overall water splitting.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Pengyao Yu, Ge Yang, Yongming Chai, Lubomira Tosheva, Chunzheng Wang, Heqing Jiang, Chenguang Liu, Hailing Guo
Summary: Thin LTA zeolite membranes were prepared through secondary growth of nano LTA seeds in a highly reactive gel, resulting in membranes with superior permeability and selectivity in gas separation applications.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Baiqin Zhou, Huiping Li, Ziyu Wang, Hui Huang, Yujun Wang, Ruichun Yang, Ranran Huo, Xiaoyan Xu, Ting Zhou, Xiaochen Dong
Summary: The use of machine learning to predict the performance of specific adsorbents in phosphate adsorption shows great promise in saving time and revealing underlying mechanisms. However, the small size of the dataset and insufficient detailed information limits the model training process and the accuracy of results. To address this, the study employs a fuzzing strategy that replaces detailed numeric information with descriptive text messages on the physiochemical properties of adsorbents. This strategy allows the recovery of discarded samples with limited information, leading to accurate prediction of adsorption amount, capacity, and kinetics. The study also finds that phosphate uptake by adsorbents is generally through physisorption, with some involvement of chemisorption. The framework established in this study provides a practical approach for quickly predicting phosphate adsorption performance in urgent scenarios, using easily accessible information.
CHEMICAL ENGINEERING JOURNAL
(2024)
Article
Engineering, Environmental
Paula Alejandra Lamprea Pineda, Joren Bruneel, Kristof Demeestere, Lisa Deraedt, Tex Goetschalckx, Herman Van Langenhove, Christophe Walgraeve
Summary: This study evaluates the use of four esterified fatty acids and three vegetable oils as absorption liquids for hydrophobic VOCs. The experimental results show that isopropyl myristate is the most efficient liquid for absorbing the target VOCs.
CHEMICAL ENGINEERING JOURNAL
(2024)
