Pub Date : 2024-08-06DOI: 10.1016/j.xcrp.2024.102145
Recycling diverse waste plastics poses challenges due to complex sorting and processing, resulting in high costs and inefficiency. To tackle this, we present a metal-free catalytic sorting method for targeted deconstruction of polyester from post-consumer plastic waste, encompassing textiles, plastic mixtures, and multilayer packaging materials. This method employs N-methylpiperidine, a tertiary amine catalyst in methanol, to depolymerize polyethylene terephthalate (PET). Operating under these conditions (160°C, 1 h), we achieve 100% yields of dimethyl terephthalate and ethylene glycol. This technique also effectively breaks down other polyesters, including polylactic acid, polycarbonate, and polybutylene terephthalate, yielding high-yield monomers at relatively low temperatures. Through comprehensive nuclear magnetic resonance (NMR) analysis, we propose that N-methylpiperidine’s role is in enhancing methanol nucleophilicity and activating PET’s ester bond. Our insights advance the chemical recycling of post-consumer plastic waste, offering a potentially simple and efficient path to closing the polyester production loop.
由于分拣和处理过程复杂,各种废塑料的回收利用面临挑战,导致成本高、效率低。为解决这一问题,我们提出了一种无金属催化分拣方法,用于从消费后塑料垃圾(包括纺织品、塑料混合物和多层包装材料)中有针对性地解构聚酯。该方法采用甲醇中的叔胺催化剂 N-甲基哌啶来解聚聚对苯二甲酸乙二酯(PET)。在这种条件下(160°C,1 小时),我们可以获得 100% 产率的对苯二甲酸二甲酯和乙二醇。这种技术还能有效分解其他聚酯,包括聚乳酸、聚碳酸酯和聚对苯二甲酸丁二醇酯,在相对较低的温度下产生高产单体。通过全面的核磁共振 (NMR) 分析,我们提出 N-甲基哌啶的作用是增强甲醇的亲核性并激活 PET 的酯键。我们的见解推动了消费后塑料废弃物的化学回收,为聚酯生产的闭环提供了一条简单而高效的潜在途径。
{"title":"Chemical recycling of post-consumer polyester wastes using a tertiary amine organocatalyst","authors":"","doi":"10.1016/j.xcrp.2024.102145","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102145","url":null,"abstract":"<p>Recycling diverse waste plastics poses challenges due to complex sorting and processing, resulting in high costs and inefficiency. To tackle this, we present a metal-free catalytic sorting method for targeted deconstruction of polyester from post-consumer plastic waste, encompassing textiles, plastic mixtures, and multilayer packaging materials. This method employs N-methylpiperidine, a tertiary amine catalyst in methanol, to depolymerize polyethylene terephthalate (PET). Operating under these conditions (160°C, 1 h), we achieve 100% yields of dimethyl terephthalate and ethylene glycol. This technique also effectively breaks down other polyesters, including polylactic acid, polycarbonate, and polybutylene terephthalate, yielding high-yield monomers at relatively low temperatures. Through comprehensive nuclear magnetic resonance (NMR) analysis, we propose that N-methylpiperidine’s role is in enhancing methanol nucleophilicity and activating PET’s ester bond. Our insights advance the chemical recycling of post-consumer plastic waste, offering a potentially simple and efficient path to closing the polyester production loop.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"4 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141969258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-06DOI: 10.1016/j.xcrp.2024.102141
Fusicoccane diterpenoids, originating from fungi, plants, and bacteria, constitute a diverse natural product family featuring a 5-8-5 tricyclic framework. They were restricted to plant physiology in the past. However, fusicoccanes are presently at the forefront of biomedicine and are indispensable for probing 14-3-3 protein-protein interactions (PPIs). The need for material supply and scaffold diversification encouraged their study by the synthetic community. This review highlights the total synthetic works on fusicoccane diterpenoids published in the last 5 years. Key transformations including ring-closing metathesis, metal-catalyzed cross-coupling, and carbocyclization markedly enhanced synthetic efficiency and versatility. Recently identified biosynthetic transformations inspired innovative chemoenzymatic strategies. Investigation into the functional aspects of fusicoccanes should be the future direction to realize their therapeutic potential as general 14-3-3 PPI modulators.
{"title":"Recent total syntheses of fusicoccanes","authors":"","doi":"10.1016/j.xcrp.2024.102141","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102141","url":null,"abstract":"<p>Fusicoccane diterpenoids, originating from fungi, plants, and bacteria, constitute a diverse natural product family featuring a 5-8-5 tricyclic framework. They were restricted to plant physiology in the past. However, fusicoccanes are presently at the forefront of biomedicine and are indispensable for probing 14-3-3 protein-protein interactions (PPIs). The need for material supply and scaffold diversification encouraged their study by the synthetic community. This review highlights the total synthetic works on fusicoccane diterpenoids published in the last 5 years. Key transformations including ring-closing metathesis, metal-catalyzed cross-coupling, and carbocyclization markedly enhanced synthetic efficiency and versatility. Recently identified biosynthetic transformations inspired innovative chemoenzymatic strategies. Investigation into the functional aspects of fusicoccanes should be the future direction to realize their therapeutic potential as general 14-3-3 PPI modulators.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"26 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141945163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-05DOI: 10.1016/j.xcrp.2024.102142
Reed diffusers are widely used as an indoor scenting source, in which aromatic components are thought to have sleep-improving and anxiety-relieving effects. Nevertheless, it is crucial to consider the potential health impacts associated with certain components in aromatherapy. This study aims to comprehensively explore the impact of reed diffusers on indoor air quality. We analyze the composition of gas-phase volatile organic compounds (VOCs) based on emission tests of a typical reed diffuser in a full-scale chamber. The observed top three VOCs are linalool acetate, linalool, and α-pinene, with linalool acetate accounting for 31.4%–43.6% of the total at 25°C. A physics-based model is then developed to characterize VOC emissions from a reed diffuser, and the key transport parameters are determined. Independent experiments validate the reliability of model parameters. Computational fluid dynamics simulations further demonstrate that reed diffuser position significantly impacts VOC distribution, which is essential for sophisticated exposure assessment.
{"title":"Emissions of volatile organic compounds from reed diffusers in indoor environments","authors":"","doi":"10.1016/j.xcrp.2024.102142","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102142","url":null,"abstract":"<p>Reed diffusers are widely used as an indoor scenting source, in which aromatic components are thought to have sleep-improving and anxiety-relieving effects. Nevertheless, it is crucial to consider the potential health impacts associated with certain components in aromatherapy. This study aims to comprehensively explore the impact of reed diffusers on indoor air quality. We analyze the composition of gas-phase volatile organic compounds (VOCs) based on emission tests of a typical reed diffuser in a full-scale chamber. The observed top three VOCs are linalool acetate, linalool, and <em>α</em>-pinene, with linalool acetate accounting for 31.4%–43.6% of the total at 25°C. A physics-based model is then developed to characterize VOC emissions from a reed diffuser, and the key transport parameters are determined. Independent experiments validate the reliability of model parameters. Computational fluid dynamics simulations further demonstrate that reed diffuser position significantly impacts VOC distribution, which is essential for sophisticated exposure assessment.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"84 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141945166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-02DOI: 10.1016/j.xcrp.2024.102135
The photoactivation of electron donor-acceptor complexes is a useful tool for the generation of radical species in synthetic chemistry. However, alkene difunctionalization via catalytic donor-acceptor complexes remains less developed. Herein, we report a versatile catalytic photoactivation of an electron donor-acceptor complex platform for the difunctionalization of alkenes without a need for precious transition metal catalysts or synthetically elaborate organic dyes. By taking advantage of the visible light potential of aggregates between triarylamines and S-fluoromethyldiaryl sulfonium salts, photoinduced single-electron transfer is initiated to generate a stable radical cation, which acts as an endogenous oxidant to convert the radical addition intermediate into a cationic species. Subsequent N-nucleophilic addition enables the difunctionalization of styrenes. This general photocatalyst-free protocol is applied to fluoroalkylative sulfonamidation, amidation, hydrazidation, azidation, and anilination reactions under mild conditions.
{"title":"Catalytic photoactivation of a triarylamine electron donor-acceptor complex for difunctionalization of alkenes","authors":"","doi":"10.1016/j.xcrp.2024.102135","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102135","url":null,"abstract":"<p>The photoactivation of electron donor-acceptor complexes is a useful tool for the generation of radical species in synthetic chemistry. However, alkene difunctionalization via catalytic donor-acceptor complexes remains less developed. Herein, we report a versatile catalytic photoactivation of an electron donor-acceptor complex platform for the difunctionalization of alkenes without a need for precious transition metal catalysts or synthetically elaborate organic dyes. By taking advantage of the visible light potential of aggregates between triarylamines and <em>S</em>-fluoromethyldiaryl sulfonium salts, photoinduced single-electron transfer is initiated to generate a stable radical cation, which acts as an endogenous oxidant to convert the radical addition intermediate into a cationic species. Subsequent N-nucleophilic addition enables the difunctionalization of styrenes. This general photocatalyst-free protocol is applied to fluoroalkylative sulfonamidation, amidation, hydrazidation, azidation, and anilination reactions under mild conditions.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"19 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-02DOI: 10.1016/j.xcrp.2024.102139
Proteolysis-targeting chimeras (PROTACs) are a powerful approach for targeted protein degradation. One of the current bottlenecks for developing PROTACs is the lack of an operationally simple linkerology to rapidly construct PROTACs with various linkers. The classic convergent synthesis strategy by coupling pre-assembled linkers with two ligands stepwise commonly needs at least four steps to give the final target PROTACs, which results in low total yields with long reaction times (several days) and tedious operations. Here, we develop an efficient photocatalytic one-pot linkerology for the rapid coupling of analogs of PROTACs containing triazole-based linkers without any linker-pre-assembled procedure. The reaction was completed within 4 h with up to 95% yields at room temperature. Easily accessible cyclic ethers are directly used as linker precursors to furnish the one-pot fashion, including alkenyl, polyethylene glycol (PEG), ketone, and cyclohexane chains. The study provides a highly efficient, step-economic, operationally simple, and environmentally friendly one-pot linkerology for PROTAC drug discovery.
{"title":"A one-pot photocatalytic triazole-based linkerology for PROTACs","authors":"","doi":"10.1016/j.xcrp.2024.102139","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102139","url":null,"abstract":"<p>Proteolysis-targeting chimeras (PROTACs) are a powerful approach for targeted protein degradation. One of the current bottlenecks for developing PROTACs is the lack of an operationally simple linkerology to rapidly construct PROTACs with various linkers. The classic convergent synthesis strategy by coupling pre-assembled linkers with two ligands stepwise commonly needs at least four steps to give the final target PROTACs, which results in low total yields with long reaction times (several days) and tedious operations. Here, we develop an efficient photocatalytic one-pot linkerology for the rapid coupling of analogs of PROTACs containing triazole-based linkers without any linker-pre-assembled procedure. The reaction was completed within 4 h with up to 95% yields at room temperature. Easily accessible cyclic ethers are directly used as linker precursors to furnish the one-pot fashion, including alkenyl, polyethylene glycol (PEG), ketone, and cyclohexane chains. The study provides a highly efficient, step-economic, operationally simple, and environmentally friendly one-pot linkerology for PROTAC drug discovery.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"57 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-02DOI: 10.1016/j.xcrp.2024.102136
Exposome science captures the totality of environmental drivers of human health. However, the comprehensive determination of numerous exogenous and endogenous compounds remains extremely challenging, restricting the purpose of exposome science to characterize both external and internal exposure. Herein, we develop hierarchically porous polymers of intrinsic microporosity (HPPIM) films to achieve ultrahigh-throughput determination of exo/endogenous molecules in biological fluids. The film’s porous properties, including three-stage micro-submicro-nanometer architectures, large specific surface area, and appropriate pore geometry and organophilicity enable fast molecular transport and high trapping capability, therefore achieving ultrahigh-throughput determination of exo/endogenous molecules in biological fluids. Further application in a small-scale cancer study demonstrates the unique advantages of HPPIM films over existing techniques, including broad coverage of analytes, satisfactory trapping efficiency, low-volume demand on specimens, high simplicity and reusability, and drastically reduced financial cost. Our work demonstrates the great potential of HPPIM for advancing exposome science from concept to utility.
{"title":"Hierarchically porous films for ultrahigh-throughput characterization of chemical exposome in biological fluids","authors":"","doi":"10.1016/j.xcrp.2024.102136","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102136","url":null,"abstract":"<p>Exposome science captures the totality of environmental drivers of human health. However, the comprehensive determination of numerous exogenous and endogenous compounds remains extremely challenging, restricting the purpose of exposome science to characterize both external and internal exposure. Herein, we develop hierarchically porous polymers of intrinsic microporosity (HPPIM) films to achieve ultrahigh-throughput determination of exo/endogenous molecules in biological fluids. The film’s porous properties, including three-stage micro-submicro-nanometer architectures, large specific surface area, and appropriate pore geometry and organophilicity enable fast molecular transport and high trapping capability, therefore achieving ultrahigh-throughput determination of exo/endogenous molecules in biological fluids. Further application in a small-scale cancer study demonstrates the unique advantages of HPPIM films over existing techniques, including broad coverage of analytes, satisfactory trapping efficiency, low-volume demand on specimens, high simplicity and reusability, and drastically reduced financial cost. Our work demonstrates the great potential of HPPIM for advancing exposome science from concept to utility.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"106 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-02DOI: 10.1016/j.xcrp.2024.102138
As commercial batteries and battery packs become larger and larger, one topic that is gaining interest is that of cell-to-cell variations and inhomogeneities. In this theoretical study, we use a degradation mode model along with a segmented cell approach to investigate the impact of different inhomogeneity modes on the performance of two typical Li-ion batteries. This unique approach shows that out of the nine considered modes (state of charge, rate, resistance, and capacity for each electrode as well as their offset), when at a mild level and randomly distributed, only three could affect performance, with two unlikely to happen in real cells because they would disappear during rest. Model results show that some of these inhomogeneities open the possibility of a snowball effect to induce local rate variations and lithiation inhomogeneities. Our study also shows that it is necessary to assess the level at which the paralleling occurs, electrode or full cell, as the model predicts an impact on how the current, and how much of it, is flowing within or in between the electrodes.
{"title":"Investigation of the impact of different electrode inhomogeneities on the voltage response of Li-ion batteries","authors":"","doi":"10.1016/j.xcrp.2024.102138","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102138","url":null,"abstract":"<p>As commercial batteries and battery packs become larger and larger, one topic that is gaining interest is that of cell-to-cell variations and inhomogeneities. In this theoretical study, we use a degradation mode model along with a segmented cell approach to investigate the impact of different inhomogeneity modes on the performance of two typical Li-ion batteries. This unique approach shows that out of the nine considered modes (state of charge, rate, resistance, and capacity for each electrode as well as their offset), when at a mild level and randomly distributed, only three could affect performance, with two unlikely to happen in real cells because they would disappear during rest. Model results show that some of these inhomogeneities open the possibility of a snowball effect to induce local rate variations and lithiation inhomogeneities. Our study also shows that it is necessary to assess the level at which the paralleling occurs, electrode or full cell, as the model predicts an impact on how the current, and how much of it, is flowing within or in between the electrodes.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"216 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01DOI: 10.1016/j.xcrp.2024.102137
Pneumatic soft robotics are highly desirable for interacting with humans and navigating uncertain environments. However, it remains a great challenge to simultaneously achieve high actuation efficiency, programmable deformations, real-time feedback, and robustness. Herein, a textile engineering approach is harnessed to integrate multifunctionality into woven actuators by tailoring yarn groupings using all-in-one industrial weaving technologies. The unique nearly zero Poisson’s ratio inflatable deformation of the actuators contributes to a large bending strain (2,250° m−1), a high output force (30 N MPa−1), and robust mechanical performance. Bilateral bending actuators with negative, zero, and positive curvatures are realized by hierarchical shape transformations of the woven layers. The embedded sensing yarns provide facile and effective methods to proprioceptively sense actuation deformation without compromising actuation performance. Moreover, this manufacturing method is cost efficient and highly scalable, which expands practical applications of soft actuators in healthcare and offers a new perspective on the structure design of customized soft actuators.
气动软机器人技术在与人类互动和在不确定环境中导航方面非常理想。然而,同时实现高传动效率、可编程变形、实时反馈和鲁棒性仍然是一项巨大挑战。在此,我们利用纺织工程方法,通过一体化工业编织技术定制纱线组,将多功能性集成到编织致动器中。致动器独特的近零泊松比充气变形有助于实现大弯曲应变(2,250° m-1)、高输出力(30 N MPa-1)和稳健的机械性能。通过编织层的分层形状变换,实现了具有负曲率、零曲率和正曲率的双侧弯曲致动器。嵌入式传感纱线为本体感知致动器变形提供了简便有效的方法,同时不会影响致动器的性能。此外,这种制造方法还具有成本效益和高度可扩展性,从而扩大了软致动器在医疗保健领域的实际应用,并为定制软致动器的结构设计提供了新的视角。
{"title":"Yarn-grouping weaving soft robotics with directional inflation, bilateral bending, and self-sensing for healthcare","authors":"","doi":"10.1016/j.xcrp.2024.102137","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102137","url":null,"abstract":"<p>Pneumatic soft robotics are highly desirable for interacting with humans and navigating uncertain environments. However, it remains a great challenge to simultaneously achieve high actuation efficiency, programmable deformations, real-time feedback, and robustness. Herein, a textile engineering approach is harnessed to integrate multifunctionality into woven actuators by tailoring yarn groupings using all-in-one industrial weaving technologies. The unique nearly zero Poisson’s ratio inflatable deformation of the actuators contributes to a large bending strain (2,250° m<sup>−1</sup>), a high output force (30 N MPa<sup>−1</sup>), and robust mechanical performance. Bilateral bending actuators with negative, zero, and positive curvatures are realized by hierarchical shape transformations of the woven layers. The embedded sensing yarns provide facile and effective methods to proprioceptively sense actuation deformation without compromising actuation performance. Moreover, this manufacturing method is cost efficient and highly scalable, which expands practical applications of soft actuators in healthcare and offers a new perspective on the structure design of customized soft actuators.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"98 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-01DOI: 10.1016/j.xcrp.2024.102132
Alkynes are key motifs in chemistry, serving as precursors in many organic reactions toward the synthesis of bioactive compounds, polymers, and new ma…
炔烃是化学中的关键主题,在许多有机反应中都是合成生物活性化合物、聚合物和新材料的前体。
{"title":"One-pot transition-metal-free synthesis of alkynes and enynes","authors":"","doi":"10.1016/j.xcrp.2024.102132","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102132","url":null,"abstract":"Alkynes are key motifs in chemistry, serving as precursors in many organic reactions toward the synthesis of bioactive compounds, polymers, and new ma…","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"46 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-31DOI: 10.1016/j.xcrp.2024.102134
The onboard acquisition of data from electrochemical impedance spectroscopy (EIS) is critically important to the state assessment and fault diagnosis of mobile batteries, but it is technically challenging due to the stringent test requirements, limited modeling data, and varying mechanisms among batteries with different chemistries. This paper, without requiring any additional sensors, extends the traditional EIS measurement to online generation and covers most battery-using scenarios, including different battery chemistries, aging degrees, remaining capacities, and temperatures. Virtual simulation and transfer techniques are employed to train a deep neural network with a significantly reduced dataset. Specifically, we train the network with no more than 24 groups of data and achieve an average relative error lower than 5%, outperforming most “big data”-involved algorithms of its kind. Our method lowers the threshold of using EIS onboard and unlocks new opportunities to monitor the battery’s performance in both time and frequency domain comprehensively in real time.
车载电化学阻抗谱(EIS)数据采集对于移动电池的状态评估和故障诊断至关重要,但由于测试要求严格、建模数据有限以及不同化学成分电池的机理各不相同,因此在技术上极具挑战性。本文不需要任何额外的传感器,就能将传统的 EIS 测量扩展到在线生成,并涵盖大多数电池使用场景,包括不同的电池化学成分、老化程度、剩余容量和温度。本文采用虚拟仿真和转移技术,利用大幅减少的数据集训练深度神经网络。具体来说,我们使用不超过 24 组数据训练网络,平均相对误差低于 5%,优于大多数涉及 "大数据 "的同类算法。我们的方法降低了车载 EIS 的使用门槛,为实时全面监控电池在时域和频域的性能带来了新的机遇。
{"title":"Online multi-scenario impedance spectra generation for batteries based on small-sample learning","authors":"","doi":"10.1016/j.xcrp.2024.102134","DOIUrl":"https://doi.org/10.1016/j.xcrp.2024.102134","url":null,"abstract":"<p>The onboard acquisition of data from electrochemical impedance spectroscopy (EIS) is critically important to the state assessment and fault diagnosis of mobile batteries, but it is technically challenging due to the stringent test requirements, limited modeling data, and varying mechanisms among batteries with different chemistries. This paper, without requiring any additional sensors, extends the traditional EIS measurement to online generation and covers most battery-using scenarios, including different battery chemistries, aging degrees, remaining capacities, and temperatures. Virtual simulation and transfer techniques are employed to train a deep neural network with a significantly reduced dataset. Specifically, we train the network with no more than 24 groups of data and achieve an average relative error lower than 5%, outperforming most “big data”-involved algorithms of its kind. Our method lowers the threshold of using EIS onboard and unlocks new opportunities to monitor the battery’s performance in both time and frequency domain comprehensively in real time.</p>","PeriodicalId":9703,"journal":{"name":"Cell Reports Physical Science","volume":"86 1","pages":""},"PeriodicalIF":8.9,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}