Frontiers of Chemical Science and Engineering最新文献

Mass-transfer-enhanced hydrodesulfurization of dibenzothiophenes over yolk–shell micro-mesoporous catalysts 壳壳微介孔催化剂上二苯并噻吩的传质强化加氢脱硫

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-28 DOI: 10.1007/s11705-026-2709-8

Yutong Zou, Chunya Wang, Kebin Chi, Zhentao Liu, Chunyang Han, Lu Qi, Chunming Xu, Xilong Wang

{"title":"Mass-transfer-enhanced hydrodesulfurization of dibenzothiophenes over yolk–shell micro-mesoporous catalysts","authors":"Yutong Zou, Chunya Wang, Kebin Chi, Zhentao Liu, Chunyang Han, Lu Qi, Chunming Xu, Xilong Wang","doi":"10.1007/s11705-026-2709-8","DOIUrl":"10.1007/s11705-026-2709-8","url":null,"abstract":"<div><p>Hierarchical yolk–shell structured TS-1-SiO<sub>2</sub> micro-mesoporous composites (TY<sub><i>x</i></sub>S<sub><i>y</i></sub>) with different mass transfer properties were fabricated as supports for the fabrication of high-efficiency NiMo/TY<sub><i>x</i></sub>S<sub><i>y</i></sub> The shell thickness and yolk size of such yolk–shell composites were precisely controlled by introducing the nonpolar additive 1,3,5-trimethylbenzene and modulating its incorporation dosage. An appropriate yolk–shell thickness facilitated the hydrodesulfurization (HDS) of macromolecular sulfur-containing compounds, and the yolk–shell structured NiMo/TY<sub><i>x</i></sub>S<sub><i>y</i></sub> micro-mesoporous catalysts exhibited superior HDS catalytic performance. Among all as-prepared catalysts, NiMo/TY<sub>10</sub>S<sub>13</sub> achieved the highest turnover frequency (7.5 × 10<sup>−4</sup> s<sup>−1</sup> for dibenzothiophene (DBT) and 6.1 × 10<sup>−4</sup> s<sup>−1</sup> for 4,6-dimethyldibenzothiophene (4,6-DMDBT)), apparent HDS rate constants (2.6 × 10<sup>−7</sup> mol·g<sup>−1</sup>·s<sup>−1</sup> for DBT and 2.1 × 10<sup>−7</sup> mol·g<sup>−1</sup>·s<sup>−1</sup> for 4,6-DMDBT), and optimal desulfurization efficiencies of DBT (98%) and 4,6-DMDBT (93.3%). Additionally, this catalyst favored the direct desulfurization pathway for DBT HDS and the isomerization pathway for 4,6-DMDBT HDS.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 12","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149189560","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Engineering atomic-scale interfaces for selective CO2 hydrogenation to ethanol 选择性二氧化碳加氢制乙醇的工程原子级界面

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-11 DOI: 10.1007/s11705-026-2710-2

Jiayan Yan, Qingpeng Cheng, Xingang Li

引用次数: 0

Hot-press briquetting of carbon-rich coal gasification residues using a corn-based biomass binder: mechanical strength, gasification reactivity, and binding mechanism 用玉米基生物质粘结剂热压成型富碳煤气化残留物：机械强度、气化反应性和粘结机理

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-11 DOI: 10.1007/s11705-026-2707-x

Youming Yang, Yan Gong, Qinghua Guo, Lu Ding, Guangsuo Yu, Fuchen Wang

{"title":"Hot-press briquetting of carbon-rich coal gasification residues using a corn-based biomass binder: mechanical strength, gasification reactivity, and binding mechanism","authors":"Youming Yang, Yan Gong, Qinghua Guo, Lu Ding, Guangsuo Yu, Fuchen Wang","doi":"10.1007/s11705-026-2707-x","DOIUrl":"10.1007/s11705-026-2707-x","url":null,"abstract":"<div><p>Coal gasification fine slag (CGFS) exhibits poor briquetting characteristics and cannot be directly reused in furnaces. To facilitate the beneficial reuse of this byproduct, we systematically investigate using carbon-rich residue (CR), a CGFS product, coupled with a corn stalk-based biomass binder and hot-pressing to produce briquetted carbon-rich residue (BCR). The effects of the briquetting conditions and shape on the mechanical strength and gasification reactivity of the BCR were investigated. The optimal briquetting parameters were identified as an alkali-urea-treated biomass binder content of 25%, a hot-pressing temperature of 175 °C, and a pressure of 7.5 MPa. Under these conditions, the drop strength of all BCR samples exceeded 99.7%. The BCR sample with a height-to-diameter ratio of 0.8 exhibited the best mechanical strength, with a compressive strength of 620.8 N, which is more than double the industrial standard of 300 N. Moreover, the gasification reactivity and carbon conversion rates were superior to those of raw CR. Mechanistic analysis indicated that lignin and amide components generated during binder preparation act as active viscous precursors. During hot-pressing, the lignin softened and coated the CR particles, and the hydrogen bond network was reconstructed at the molecular level to enhance interfacial bonding. Additionally, the amide components bonded tightly with the CR particles, further strengthening interfacial bonding and forming a dense BCR structure. This study provides a technical reference for the synergistic beneficial reuse of CGFS and biomass solid wastes.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 12","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149034740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Vanadium–titanium catalysts in oxidative catalysis: from surface structures to reaction mechanisms and applications 氧化催化中的钒钛催化剂：从表面结构到反应机理及应用

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-10 DOI: 10.1007/s11705-026-2704-0

Qiong Huang, Xuelin Niu, Junjie Li, Ruiyi Yan, Kexin Li, Yu Liu, Ruixia Liu

{"title":"Vanadium–titanium catalysts in oxidative catalysis: from surface structures to reaction mechanisms and applications","authors":"Qiong Huang, Xuelin Niu, Junjie Li, Ruiyi Yan, Kexin Li, Yu Liu, Ruixia Liu","doi":"10.1007/s11705-026-2704-0","DOIUrl":"10.1007/s11705-026-2704-0","url":null,"abstract":"<div><p>Vanadium–titanium (V–Ti) catalysts, featuring high activity, selectivity, thermal stability, and sulfur resistance, play a pivotal role in typical oxidation reactions, including aromatic selective oxidation, selective catalytic reduction, volatile organic compounds abatement, and oxidation of sulfur-containing species. This review focuses on the fundamental structures and chemical properties of V–Ti catalysts, highlighting the regulatory roles of catalyst composition, interfacial microstructure, and preparation methods in governing catalytic performance. Modification strategies, including crystal facet/phase engineering, morphology control, elemental doping, and defect construction, are systematically discussed with respect to their underlying mechanisms. Furthermore, the recent advances in the application of V–Ti catalysts in selective and deep oxidation reactions relevant to industrial oxidation processes are summarized, with emphasis on the corresponding catalytic mechanisms. Finally, future perspectives are proposed, emphasizing the design of efficient, stable, and environmentally benign catalysts, coupled with advanced characterization techniques to deepen mechanistic understanding and promote their industrial applications in industrial catalysis, fine chemicals, and environmental remediation.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 12","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149034801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

EnIn situ growth of embedded Pt nanoparticles in MIL-68(In)-derived In2O3 for enhanced CO2 hydrogenation to methanol 在MIL-68（in）衍生的In2O3中原位生长嵌入Pt纳米颗粒以增强CO2加氢制甲醇

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-08 DOI: 10.1007/s11705-026-2706-y

Yanmei Cai, Kok Bing Tan, Meihong Lin, Shuhan Luo, Kaishu Wu, Sajid Ali, Guifen Du, Lanping Huang, Jianbang Liu, Dongren Cai, Guowu Zhan

{"title":"EnIn situ growth of embedded Pt nanoparticles in MIL-68(In)-derived In2O3 for enhanced CO2 hydrogenation to methanol","authors":"Yanmei Cai, Kok Bing Tan, Meihong Lin, Shuhan Luo, Kaishu Wu, Sajid Ali, Guifen Du, Lanping Huang, Jianbang Liu, Dongren Cai, Guowu Zhan","doi":"10.1007/s11705-026-2706-y","DOIUrl":"10.1007/s11705-026-2706-y","url":null,"abstract":"<div><p>The catalytic conversion of CO<sub>2</sub> into methanol represents a promising route for reducing anthropogenic carbon emissions. Although Pt/In<sub>2</sub>O<sub>3</sub> is an effective catalyst for this reaction, it suffers from severe sintering of both the Pt nanoparticles and the In<sub>2</sub>O<sub>3</sub> support at high temperatures, leading to particle growth and deactivation. Herein, we report an <i>in situ</i> growth and embedding strategy using MIL-68(In) nanorods as a precursor to confine Pt nanoparticles within the derived In<sub>2</sub>O<sub>3</sub> matrix. The resulting Pt/In<sub>2</sub>O<sub>3</sub> catalyst exhibits ultrasmall In<sub>2</sub>O<sub>3</sub> crystallites (11.8 nm) and a high surface area (48.3 m<sup>2</sup>·g<sup>−1</sup>). Comprehensive spectroscopic and microscopic analyses reveal strong Pt-O-In electronic interactions, which generate a high density of surface oxygen vacancies (41%) while minimizing the number of exposed Pt sites. These structural and electronic features synergistically enhance CO<sub>2</sub> activation and H<sub>2</sub> dissociation, reducing the apparent activation energy required for methanol formation to 62.2 kJ·mol<sup>−1</sup>. Under industrially relevant conditions (3 MPa, 300 °C, 12000 mL·g<sub>cat</sub><sup>−1</sup>·h<sup>−1</sup>), the optimized catalyst achieves a CO<sub>2</sub> conversion of 10.6% and a methanol production rate of 0.22·g<sub>MeOH</sub>·g<sub>cat</sub><sup>−1</sup>·h<sup>−1</sup>, with exceptional stability over 180 h, outperforming previously reported Pt/In<sub>2</sub>O<sub>3</sub> catalysts. This study offers a versatile metal-organic framework-mediated confinement strategy for designing durable high-performance metal/oxide catalysts for CO<sub>2</sub> hydrogenation.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 12","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148985364","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Constructing CO2-philic PEG domains on UiO-66-NH2 via amide tethering for highly efficient CO2 separation 通过酰胺系聚在UiO-66-NH2上构建亲CO2的PEG结构域，实现高效CO2分离

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-05 DOI: 10.1007/s11705-026-2703-1

Kaiyi Lai, Ziheng Li, Yiyue Zhang, Hai Liang, Jiaqi Li, Yan Dai, Wenji Zheng, Gaohong He

{"title":"Constructing CO2-philic PEG domains on UiO-66-NH2 via amide tethering for highly efficient CO2 separation","authors":"Kaiyi Lai, Ziheng Li, Yiyue Zhang, Hai Liang, Jiaqi Li, Yan Dai, Wenji Zheng, Gaohong He","doi":"10.1007/s11705-026-2703-1","DOIUrl":"10.1007/s11705-026-2703-1","url":null,"abstract":"<div><p>Metal-organic frameworks-based mixed matrix membranes (MMMs) often face a trade-off between interfacial compatibility and intrinsic pore selectivity. Herein, we report a multi-step crosslinking strategy for constructing UiO-66-AC@PEG by covalently bridging MAH-prefunctionalized UiO-66-NH<sub>2</sub> with polyethylene glycol (PEG), enabling simultaneous interfacial engineering and pore regulation. The resulting crosslinked architecture incorporates abundant amide and ether oxygen moieties, which collectively generate CO<sub>2</sub>-philic domains and enhance CO<sub>2</sub> sorption through dipole-quadrupole interactions. Meanwhile, MAH-PEG crosslinking induces pore constriction within UiO-66-NH<sub>2</sub>, strengthening size-sieving effects toward CO<sub>2</sub>/N<sub>2</sub> separation. Moreover, the flexible long-chain architecture of PEG ensures uniform dispersion of UiO-66-AC@PEG within the Pebax matrix. It also effectively suppresses particle agglomeration, thereby minimizing nonselective interfacial defects. Consequently, the optimized UiO-66-AC@PEG/Pebax membrane achieves a CO<sub>2</sub> permeability of 125.8 Barrer and a CO<sub>2</sub>/N<sub>2</sub> selectivity of 81.1, corresponding to increases of 56.6% and 33.5%, respectively, compared with the UiO-66-NH<sub>2</sub>/Pebax MMM. This work demonstrates that MAH-mediated PEG tethering provides an effective strategy for simultaneously improving CO<sub>2</sub> affinity, diffusion regulation, and filler-polymer interfacial compatibility in MMMs, offering useful guidance for the design of highperformance CO<sub>2</sub> separation membranes.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 11","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148926961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Retraction Note: Influence of surface modified mixed metal oxide nanoparticles on the electrochemical and mechanical properties of polyurethane matrix 注：表面改性的混合金属氧化物纳米颗粒对聚氨酯基体电化学和力学性能的影响

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-04 DOI: 10.1007/s11705-026-2696-9

Joseph Raj Xavier

引用次数: 0

Semiconductor synthetic biology: a new pathway towards biocomputing 半导体合成生物学：迈向生物计算的新途径

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-09-01 DOI: 10.1007/s11705-026-2697-8

Jiayu Li, Yue You, Yuxiang Qin, Xiuyun Liu, Kewei Liu, Jiaying Ji, Miao Yu, Xiang Ren

{"title":"Semiconductor synthetic biology: a new pathway towards biocomputing","authors":"Jiayu Li, Yue You, Yuxiang Qin, Xiuyun Liu, Kewei Liu, Jiaying Ji, Miao Yu, Xiang Ren","doi":"10.1007/s11705-026-2697-8","DOIUrl":"10.1007/s11705-026-2697-8","url":null,"abstract":"<div><p>Semiconductor synthetic biology (SemiSynBio) is an emerging field with the aim of exploring distinctive advantages of biological system to tackle computational hard problems. SemiSynBio-Biocomputing solves computational problems using cells or tissue level bio-inspired system or devices. This new pathway explores the potential of biological computing systems and overcomes limits of traditional semiconductor technology, driven by the exponentially growing demand for high-performance, energy-efficient computing resource. This review provides a comprehensive overview of biocomputing at DNA/RNA-level and cell/tissue-level. SemiSynBio-Biocomputing builds an integrated system consisting with physiological processes, internal network interfaces and cross-talks among cells or tissues. The primary objective is to develop design methodologies to utilize cellular-scale networks and their natural communication capabilities and bypass the constrains of traditional algorithmic computation. The biological performance at cell/tissue-level offers a robust pathway to achieve self-organizing, self-repairing, resilient, distributed and adaptive biological computing systems, making it possible to construct a bio-computer with a variety of applications. Future directions focus on exploring the architecture for information processing and storage within biocomputing applications, particularly those with non-Von Neumann configurations. SemiSynBio opens up a new pathway towards biocomputing and is expected to address increasingly complex problems and applications, serving as a foundational platform for next generation bio-computers.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 11","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148926422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Challenges and AI-powered strategies for multi-scale superquadric DEM-CFD modeling of non-spherical particles 非球形颗粒多尺度超二次DEM-CFD建模的挑战与ai驱动策略

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-08-31 DOI: 10.1007/s11705-026-2705-z

Jianjian Dai, Zihao Ma, Xi Gao

{"title":"Challenges and AI-powered strategies for multi-scale superquadric DEM-CFD modeling of non-spherical particles","authors":"Jianjian Dai, Zihao Ma, Xi Gao","doi":"10.1007/s11705-026-2705-z","DOIUrl":"10.1007/s11705-026-2705-z","url":null,"abstract":"<div><p>Multi-scale superquadric discrete element method-computational fluid dynamics (DEM-CFD) coupling provides a powerful tool to resolve cross-scale behaviors inside fluidized bed reactors, yet several critical obstacles restrict its industrial application, including anisotropic contact hydrodynamics, incomplete heat transfer frameworks, immature non-spherical reaction models, and high computational cost for large-scale particle systems. This view systematically dissects the above bottlenecks, summarizes unresolved research gaps, and proposes targeted remedies: reduced-space Newton iteration for contact singularity, generalized shape-factor Nusselt correlations, superquadric coordinate-based shrinking core reaction models, and the synergy of coarse-grained particle models with graphics processing unit acceleration. Furthermore, this work elaborates on the transformative potential of artificial intelligence: deep learning can construct universal drag/heat transfer correlations from direct numerical simulation data, generate interpretable chemical reaction kinetics, and accelerate stiff solvers to cut simulation overhead. This view delivers clear development roadmaps for the next-generation multi-scale SuperDEM-CFD platform, supporting predictive design and real-time digital twin construction of gas-solid reactors.</p></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 12","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148878106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Highly sensitive iontronic sensor enabled by spherical boron nitride for intelligent pulse monitoring 球形氮化硼高灵敏度离子传感器，用于智能脉冲监测

IF 4.2 3区工程技术

Frontiers of Chemical Science and Engineering Pub Date : 2026-08-27 DOI: 10.1007/s11705-026-2708-9

Mengju Zhu, Chuntao Li, Guirong Wu, Zhangyi Chen, Meng Li, Mengran Liu, Lei Nie, Jin Chai, Libo Gao

{"title":"Highly sensitive iontronic sensor enabled by spherical boron nitride for intelligent pulse monitoring","authors":"Mengju Zhu, Chuntao Li, Guirong Wu, Zhangyi Chen, Meng Li, Mengran Liu, Lei Nie, Jin Chai, Libo Gao","doi":"10.1007/s11705-026-2708-9","DOIUrl":"10.1007/s11705-026-2708-9","url":null,"abstract":"<div><p>Reliable acquisition of arterial pulse waves is important for wearable cardiovascular monitoring; however, weak wrist-surface vibrations are susceptible to variations in contact pressure, motion artifacts, and physiological conditions. Herein, we report an iontronic pressure sensor that integrates magnetron-sputtered Pt interdigitated electrodes with a microdome-structured thermoplastic polyurethane/spherical boron nitride/ionic liquid composite layer. The device operates over a pressure range of 0–1500 kPa, with a maximum sensitivity of 67.89 kPa<sup>−1</sup>, response/recovery times of 136/30 ms, resolved response at the minimum demonstrated pressure of 173 Pa, and repeated operation over 7000 loading-unloading cycles with a maximum signal deviation of 3.72%. Hierarchical spherical boron nitride interfaces are expected to influence local ion organization and interfacial polarization, whereas mechanical tests indicate higher dynamic stiffness and lower cyclic peak force variation following the incorporation of spherical boron nitride under the tested conditions. As a proof-of-concept, 14 standardized pulse patterns were classified using multiple feature-based strategies, with the best-performing classifier achieving a five-fold mean accuracy of 98.23%. A wireless system recorded radial artery pulse waves before and after exercise and enabled Fourier-transform analysis of heart rate variation. These pulse patterns and single-participant on-body demonstrations support sensor-based pulse acquisition and analysis but do not constitute a clinical validation.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"20 12","pages":""},"PeriodicalIF":4.2,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"148986822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0