Advanced Functional Materials最新文献

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A Metal-Free Carbonaceous Material for Highly Efficient and Robust Electrochemical Biomass Valorization 用于高效、稳健电化学生物质增值的无金属碳质材料
IF 19 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-16 DOI: 10.1002/adfm.202502618
Changlong Wang, Ziyi Zhao, Weijin Cao, Yujie Peng, Minwei Song, Yufeng Wu
{"title":"A Metal-Free Carbonaceous Material for Highly Efficient and Robust Electrochemical Biomass Valorization","authors":"Changlong Wang, Ziyi Zhao, Weijin Cao, Yujie Peng, Minwei Song, Yufeng Wu","doi":"10.1002/adfm.202502618","DOIUrl":"https://doi.org/10.1002/adfm.202502618","url":null,"abstract":"2,5-Furandicarboxylic acid (FDCA) synthesis holds significant importance for both bio-polymer production and emerging sustainable bio-based alternatives for environmental and energy applications. Here, a metal-free carbonaceous material—that is, biomass substrate 5-hydroxymethylfurfural-derived graphene-like nitrogen doped porous carbon sheet (GNPCH)—and its application as a new catalyst for electrochemical FDCA synthesis is presented. The study scrutinized the catalytic principles, demonstrated the surprising robustness, and explored the origin of the high efficiency of GNPCH catalyzed electro-synthesis of FDCA. Initially, facial pyrolysis of 5-hydroxymethylfurfural and urea forms ultrathin GNPCH with rich micropores and defects. By employing GNPCH-900 catalyst, stable, continuous operation of >400 h with both FDCA yields and Faraday efficiencies >90% is achieved; those values not only represent the best metal-free catalyst and that are comparable to those of the state-of-the-art metal-based counterparts, but also showcase one of the longest-running electrochemical FDCA synthesis reactions. A series of electrochemical measurements, in situ characterization, and density functional theory calculations indicate that the origin of the high efficiency is mainly from the pyridinic-N-related active sites and clarify the reaction pathway. These findings suggest that the GNPCH catalyst will be a potential alternative to the metal-based catalysts in electrochemical biomass valorization.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"1 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143418014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
InAs on Insulator: A New Platform for Cryogenic Hybrid Superconducting Electronics (Adv. Funct. Mater. 7/2025)
IF 18.5 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-14 DOI: 10.1002/adfm.202570040
Alessandro Paghi, Giacomo Trupiano, Giorgio De Simoni, Omer Arif, Lucia Sorba, Francesco Giazotto
{"title":"InAs on Insulator: A New Platform for Cryogenic Hybrid Superconducting Electronics (Adv. Funct. Mater. 7/2025)","authors":"Alessandro Paghi,&nbsp;Giacomo Trupiano,&nbsp;Giorgio De Simoni,&nbsp;Omer Arif,&nbsp;Lucia Sorba,&nbsp;Francesco Giazotto","doi":"10.1002/adfm.202570040","DOIUrl":"https://doi.org/10.1002/adfm.202570040","url":null,"abstract":"<p><b>Cryogenic Hybrid Superconducting Electronics</b></p><p>In article 2416957, Alessandro Paghi and co-workers propose the InAs-on-Insulator (InAsOI), a new platform for developing superconducting electronics. An epilayer of semiconducting InAs with different electron densities is grown onto a cryogenic insulating InAlAs metamorphic buffer, used to decouple adjacent devices electrically. Josephson junctions with a high supercurrent density are fabricated employing Al as a superconductor and InAsOI with different electron densities.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"35 7","pages":""},"PeriodicalIF":18.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adfm.202570040","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143404346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tailoring the Tunneling-Effect-Boosted Interfacial Charge Trapping via Effective Conjugation Length (Adv. Funct. Mater. 7/2025)
IF 18.5 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-14 DOI: 10.1002/adfm.202570038
Suhendro Purbo Prakoso, Hsun-Xien Peng, Mei-Nung Chen, Qi-An Hong, Rosari Saleh, Yu-Cheng Chiu
{"title":"Tailoring the Tunneling-Effect-Boosted Interfacial Charge Trapping via Effective Conjugation Length (Adv. Funct. Mater. 7/2025)","authors":"Suhendro Purbo Prakoso,&nbsp;Hsun-Xien Peng,&nbsp;Mei-Nung Chen,&nbsp;Qi-An Hong,&nbsp;Rosari Saleh,&nbsp;Yu-Cheng Chiu","doi":"10.1002/adfm.202570038","DOIUrl":"https://doi.org/10.1002/adfm.202570038","url":null,"abstract":"<p><b>Interfacial Charge Trapping</b></p><p>The novel perception of a memory transistor based on tunneling-effect-boosted interfacial charge trapping is introduced by Yu-Cheng Chiu and co-workers in article number 2415415. The organic thin film transistor can behave like a memory device under photo-assisted programming/erasing operations, leading to the multimodal functionality of this device for in-memory computing, in-sensor computing, potentially supporting neuromorphic computing, machine learning, and AI development.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"35 7","pages":""},"PeriodicalIF":18.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adfm.202570038","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143404390","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaporation-Induced Composition Evolution in Metal Additive Manufacturing (Adv. Funct. Mater. 7/2025)
IF 18.5 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-14 DOI: 10.1002/adfm.202570042
Lu Wang, Zixu Guo, Guochen Peng, Shiwei Wu, Yanming Zhang, Wentao Yan
{"title":"Evaporation-Induced Composition Evolution in Metal Additive Manufacturing (Adv. Funct. Mater. 7/2025)","authors":"Lu Wang,&nbsp;Zixu Guo,&nbsp;Guochen Peng,&nbsp;Shiwei Wu,&nbsp;Yanming Zhang,&nbsp;Wentao Yan","doi":"10.1002/adfm.202570042","DOIUrl":"https://doi.org/10.1002/adfm.202570042","url":null,"abstract":"<p><b>Evaporation-Induced Concentration Evolution</b></p><p>In article number 2412071, Wentao Yan and co-workers systematically elucidate the composition evolution in the molten pool during metal additive manufacturing (MAM), its impact on mechanical properties, and the possibility of cracking. This study provides practical techniques to solve the critical issue of evaporation-induced composition evolution and to further optimize alloy design for MAM in the future.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"35 7","pages":""},"PeriodicalIF":18.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adfm.202570042","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143404674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Photothermal-Electric Excited Droplet Multibehavioral Manipulation (Adv. Funct. Mater. 7/2025)
IF 18.5 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-14 DOI: 10.1002/adfm.202570041
Xueshan Jing, Huawei Chen, Xiaopeng Shang, Liwen Zhang, Song Zhao, Xinzhao Zhou, Xiaolin Liu, Zelinlan Wang, Yan Wang, Wenxin Du, Yurun Guo, Lei Jiang
{"title":"Photothermal-Electric Excited Droplet Multibehavioral Manipulation (Adv. Funct. Mater. 7/2025)","authors":"Xueshan Jing,&nbsp;Huawei Chen,&nbsp;Xiaopeng Shang,&nbsp;Liwen Zhang,&nbsp;Song Zhao,&nbsp;Xinzhao Zhou,&nbsp;Xiaolin Liu,&nbsp;Zelinlan Wang,&nbsp;Yan Wang,&nbsp;Wenxin Du,&nbsp;Yurun Guo,&nbsp;Lei Jiang","doi":"10.1002/adfm.202570041","DOIUrl":"https://doi.org/10.1002/adfm.202570041","url":null,"abstract":"<p><b>Droplet Manipulation</b></p><p>In article number 2410612, Huawei Chen and co-workers develop a new optical-thermal-electrical multifunctional manipulation platform through the novel concept of configurating pyroelectric crystal surface, achieving loss-free droplet manipulation with integration of various functions, including attraction, repulsion, positioning, splitting and mixing. This platform offers a promising strategy for well-controlled manipulation of liquids and is expected to possess a broader application in chemical and biomedical areas.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"35 7","pages":""},"PeriodicalIF":18.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adfm.202570041","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143404342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of “Inverse” Cross-Talk (Anode to Cathode) in High-Voltage Li/Mn-Rich Layered Oxide || Li Cells (Adv. Funct. Mater. 7/2025)
IF 18.5 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-14 DOI: 10.1002/adfm.202570037
Anindityo Arifiadi, Feleke Demelash, Niklas Markus Abke, Tobias Brake, Marc Vahnstiege, Lennart Alsheimer, Simon Wiemers-Meyer, Martin Winter, Johannes Kasnatscheew
{"title":"Assessment of “Inverse” Cross-Talk (Anode to Cathode) in High-Voltage Li/Mn-Rich Layered Oxide || Li Cells (Adv. Funct. Mater. 7/2025)","authors":"Anindityo Arifiadi,&nbsp;Feleke Demelash,&nbsp;Niklas Markus Abke,&nbsp;Tobias Brake,&nbsp;Marc Vahnstiege,&nbsp;Lennart Alsheimer,&nbsp;Simon Wiemers-Meyer,&nbsp;Martin Winter,&nbsp;Johannes Kasnatscheew","doi":"10.1002/adfm.202570037","DOIUrl":"https://doi.org/10.1002/adfm.202570037","url":null,"abstract":"<p><b>Lithium Metal Anodes</b></p><p>In article number 2413958, Johannes Kasnatscheew and co-workers present bi-directional crosstalk phenomena within Li-based batteries, <i>i.e</i>., (1) from cathode to anode <i>via</i> transition metals and (2) from anode to cathode <i>via</i> solid electrolyte interphase (SEI) components. The latter, the “inverse crosstalk”, is severe for Li anodes and can thicken cathode electrolyte interphases (CEI), but is shown to have low impact on resistance and battery performance.\u0000\u0000 <figure>\u0000 <div><picture>\u0000 <source></source></picture><p></p>\u0000 </div>\u0000 </figure></p>","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"35 7","pages":""},"PeriodicalIF":18.5,"publicationDate":"2025-02-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/adfm.202570037","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143404341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Construction of a Fluoride-Free and High-Voltage Lithium Metal Battery with a Li3N/Li2O Heterostructure Solid Electrolyte Interface
IF 19 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-13 DOI: 10.1002/adfm.202500335
Shengtao Xu, Sheng Xu, Xiaoyu Guo, Jin Xiong, Zhangyue Wei, Sheng Zhu, Jinting Xu, Shuaiqi Gong, Penghui Shi, Shuainan Guo, Yulin Min
{"title":"Construction of a Fluoride-Free and High-Voltage Lithium Metal Battery with a Li3N/Li2O Heterostructure Solid Electrolyte Interface","authors":"Shengtao Xu, Sheng Xu, Xiaoyu Guo, Jin Xiong, Zhangyue Wei, Sheng Zhu, Jinting Xu, Shuaiqi Gong, Penghui Shi, Shuainan Guo, Yulin Min","doi":"10.1002/adfm.202500335","DOIUrl":"https://doi.org/10.1002/adfm.202500335","url":null,"abstract":"Currently, the design of lithium metal batteries primarily focuses on improving cycling stability by increasing the lithium fluoride (LiF) content in the interfacial layer. However, the extensive use of fluorides poses severe environmental concerns. In this study, a novel strategy is proposed to construct a Li<sub>3</sub>N/Li<sub>2</sub>O heterostructure via the in situ decomposition of lithium perchlorate (LiClO<sub>4</sub>) and lithium nitrate (LiNO<sub>3</sub>), replacing the role of LiF in the SEI. This unique heterostructure combines excellent lithium-ion transport capability with robust electronic insulation properties, effectively preventing electron tunneling phenomena. When paired with the NCM811 cathode, the Li||NCM811 full cell exhibits exceptional electrochemical performance, including outstanding charge–discharge capabilities under extreme temperatures. At 60 °C and 1C conditions, the battery retains 82.11% of its capacity after 500 cycles; at 25 °C and 1C, it maintains a capacity retention rate of 80.61% after 800 cycles. Furthermore, under practical application conditions (100 µm lithium anode, N/P ratio of 3.09, and a 1.5 Ah pouch cell), the fluorine-free lithium metal battery (LMB) retains 77.93% capacity after 100 cycles, demonstrating the superiority and practical value of this strategy.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"23 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401217","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conjugated Polymer Singlet Fission Material with High Triplet Energy and Long Multiexciton Lifetime via Donor-π-Acceptor Strategy
IF 19 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-13 DOI: 10.1002/adfm.202420771
Xiaomei Shi, Yanfang Geng, Zhongqiang Wang, Erjun Zhou, Hongbing Fu, Long Wang
{"title":"Conjugated Polymer Singlet Fission Material with High Triplet Energy and Long Multiexciton Lifetime via Donor-π-Acceptor Strategy","authors":"Xiaomei Shi, Yanfang Geng, Zhongqiang Wang, Erjun Zhou, Hongbing Fu, Long Wang","doi":"10.1002/adfm.202420771","DOIUrl":"https://doi.org/10.1002/adfm.202420771","url":null,"abstract":"The progress in singlet fission (SF)-based devices remains basically stagnant due to the limited scope of practical SF materials. Donor–acceptor conjugated polymers hold particular appeal for SF and photovoltaic applications, yet such type SF materials remain largely unexplored, and the previously reported systems are usually beset by low triplet energy and short multiexciton (ME) lifetime impeding their practical applications. In this work, a donor-π-acceptor design strategy is presented and successfully develop a new practical polymer SF system. The comprehensive spectroscopic analyses clearly validate that such a molecular design enables the polymer system to hold suitable triplet energy of 1.0–1.1 eV and long ME lifetime of ≈600 ps and implement ultrafast and quantitative ME generation in both dilute solution and solid aggregates. These merits, along with the good processability and excellent stability, make such polymer systems particularly well-suited for SF-based light harvesting applications. These results highlight the practical polymer SF system and feasible design guidelines, which can not only pave the way to the discovery of rare polymer SF materials but also lay the foundation for the further implementation of highly efficient SF-based photovoltaic devices.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"82 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Programmable Liquid Crystal Elastomers Via Magnetic Field Assisted Oligomerization
IF 19 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-13 DOI: 10.1002/adfm.202424400
Rakine Mouhoubi, Vincent Lapinte, Sébastien Blanquer
{"title":"Programmable Liquid Crystal Elastomers Via Magnetic Field Assisted Oligomerization","authors":"Rakine Mouhoubi, Vincent Lapinte, Sébastien Blanquer","doi":"10.1002/adfm.202424400","DOIUrl":"https://doi.org/10.1002/adfm.202424400","url":null,"abstract":"Liquid crystal elastomers (LCEs) are highly promising soft actuators due to their ability to undergo significant, rapid, and programmable shape transformations. Achieving this actuation requires precise mesogen alignment before crosslinking. Magnetic field alignment offers an advantage over other techniques as it enables volumetric mesogen alignment. However, magnetic alignment has to be performed in the state where mesogens exhibit anisotropic diamagnetic properties suitable for alignment, typically in the nematic phase. Therefore, it is difficult to obtain a stable nematic liquid crystalline mixture before crosslinking, while preventing mesogen recrystallization. To address this challenge, a method using a magnetic field assisted thio-Michael polyaddition followed by the photo-crosslinking of liquid crystal oligomers (LCOs) is presented. This process is straightforward and allows the synthesis of magnetically aligned high molecular weight LCOs, which maintain a nematic phase before crosslinking. By applying different magnetic field orientations during the polyaddition, three distinct LCE networks are synthesized, each demonstrating unique reversible deformation behaviors, including radial contraction and expansion, thickness contraction, and bending. The potential of this approach is further demonstrated with LCE-based four-leaf clovers exhibiting selective and reversible large-angle bending deformation, despite the high thickness of the material. This simple approach should help researchers in various fields looking for a practical and versatile method for designing robust LCE actuators.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"16 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Semi-Supervised Transformer Survival Prediction Model for Lung Cancer
IF 19 1区 材料科学
Advanced Functional Materials Pub Date : 2025-02-13 DOI: 10.1002/adfm.202419005
Jing Teng, Lan Yang, Shan Wang, Jing Yu
{"title":"A Semi-Supervised Transformer Survival Prediction Model for Lung Cancer","authors":"Jing Teng, Lan Yang, Shan Wang, Jing Yu","doi":"10.1002/adfm.202419005","DOIUrl":"https://doi.org/10.1002/adfm.202419005","url":null,"abstract":"Analyzing survival rates for lung cancer presently grapples with two significant hurdles. Insufficient available data is the first one, which is exacerbated by a large amount of censored information, thereby obstructing the effective employment of this data for accurate predictions. Second, lung cancer patient survival data often exhibit complex temporal feature associations, suggesting patient-specific traits on survival outcomes. To address these issues, the dataset are augmented by integrating semi-supervised learning, which allows for more effective use of the event data and mitigates overfitting issues. Subsequently, a Transformer-based predictive model is developed, trained by assorted survival time groups, intending to expand the comprehension of data feature associations. The accuracy of the proposed model is meticulously assessed using a variety of validation metrics, including the Time-dependent C-statistic, Integrated Brier Score (IBS), the Time-dependent receiver operating characteristic (ROC) curves, and survival curves. These rigorous evaluations offer an intricate insight into the model's performance across different time intervals and event occurrences, thus obtaining a holistic comprehension of the model's precision. The experimental findings convincingly demonstrate the superiority of the proposed framework compared to state-of-the-art methods.","PeriodicalId":112,"journal":{"name":"Advanced Functional Materials","volume":"66 1","pages":""},"PeriodicalIF":19.0,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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