In the post-lithium-ion battery era, potassium-ion batteries (PIBs) have been considered as a promising candidate because of their electrochemical and economic characteristics. However, as an emerging electrochemical storage technology, it is urgent to develop capable anode materials that can be produced at low cost and on a large scale to promote its practical application. Biomass-derived carbon materials as anodes of PIBs exhibit strong competitiveness by their merits of low weight, high stability, non-toxicity, and wide availability. In this work, we employed Platanus occidentalis L. fruits as a precursor to prepare a series of biomass-derived carbon materials by simply adjusting carbonization temperature, and we explored their electrochemical potassium storage capability as anode materials. The optimized sample (annealed at 800 °C) delivered good potassium storage capability (193.3 mAh g-1at 100 mA g-1after 100 cycles), cycling stability (80.4 mAh g-1after 300 cycles at 300 mA g-1), and rate performance (51.2 mAh g-1at 1000 mA g-1). This work demonstrates a feasible way to utilize biomass waste disposal for emerging sustainable energy storage technologies.
在后锂离子电池时代,钾离子电池因其电化学和经济特性而被认为是一个很有前途的候选材料。然而,作为一项新兴的电化学存储技术,迫切需要开发出低成本、大批量生产的高性能阳极材料,以促进其实际应用。生物质碳材料作为PIBs的阳极材料,具有重量轻、稳定性高、无毒、可获得性广等优点,具有很强的竞争力。本研究以桔果为前驱体,通过简单调节炭化温度制备了一系列生物质衍生碳材料,并对其作为负极材料的电化学储钾性能进行了研究。优化后的样品(800°C退火)具有良好的钾储存能力(100 mA g-1, 100次循环后193.3 mAh g-1),循环稳定性(300次循环后80.4 mAh g-1)和倍率性能(1000 mA g-1, 51.2 mAh g-1)。这项工作展示了利用生物质废物处理新兴可持续能源存储技术的可行方法。
{"title":"Platanus occidentalis L. fruit-derived carbon materials for electrochemical potassium storage.","authors":"Jiaxing Hao, Mingyuan Ye, Ajay Piriya Vijaya Kumar Saroja, Liying Liu, Yuhan Wu, Xiaorui Hao, Feng Liu, Yingjiao Fang, Xuejun Dong, Laishi Li, Yusheng Wu, Yang Xu","doi":"10.1088/1361-6528/ada8b4","DOIUrl":"10.1088/1361-6528/ada8b4","url":null,"abstract":"<p><p>In the post-lithium-ion battery era, potassium-ion batteries (PIBs) have been considered as a promising candidate because of their electrochemical and economic characteristics. However, as an emerging electrochemical storage technology, it is urgent to develop capable anode materials that can be produced at low cost and on a large scale to promote its practical application. Biomass-derived carbon materials as anodes of PIBs exhibit strong competitiveness by their merits of low weight, high stability, non-toxicity, and wide availability. In this work, we employed Platanus occidentalis L. fruits as a precursor to prepare a series of biomass-derived carbon materials by simply adjusting carbonization temperature, and we explored their electrochemical potassium storage capability as anode materials. The optimized sample (annealed at 800 °C) delivered good potassium storage capability (193.3 mAh g<sup>-1</sup>at 100 mA g<sup>-1</sup>after 100 cycles), cycling stability (80.4 mAh g<sup>-1</sup>after 300 cycles at 300 mA g<sup>-1</sup>), and rate performance (51.2 mAh g<sup>-1</sup>at 1000 mA g<sup>-1</sup>). This work demonstrates a feasible way to utilize biomass waste disposal for emerging sustainable energy storage technologies.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142962197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-23DOI: 10.1088/1361-6528/ada6be
Ch V Katsiropoulos, G I Giannopoulos, P Pappas, C Galiotis
This study investigates the enhancement of damping properties in carbon fiber-reinforced polymer (CFRP) composites by incorporating graphene nanoplatelets (GNPs) into the epoxy matrix. Epoxy and CFRP specimens with varying GNP concentrations, were developed and tested through free vibration experiments to measure damping ratios. Additionally, a computational model based on the finite element method was developed to simulate the damping behavior of these hybrid nanocomposites. Using periodic representative volume elements under sinusoidal axial loads, the model accurately predicted damping performance by calculating the time lag between applied loads and resulting deformations. Comparison of numerical results with experimental data revealed a strong correlation, confirming the model's effectiveness in capturing the influence of GNP mass fraction on damping enhancement.
{"title":"Enhancing CFRP damping with graphene nanoplatelets: experiments versus finite element analysis.","authors":"Ch V Katsiropoulos, G I Giannopoulos, P Pappas, C Galiotis","doi":"10.1088/1361-6528/ada6be","DOIUrl":"10.1088/1361-6528/ada6be","url":null,"abstract":"<p><p>This study investigates the enhancement of damping properties in carbon fiber-reinforced polymer (CFRP) composites by incorporating graphene nanoplatelets (GNPs) into the epoxy matrix. Epoxy and CFRP specimens with varying GNP concentrations, were developed and tested through free vibration experiments to measure damping ratios. Additionally, a computational model based on the finite element method was developed to simulate the damping behavior of these hybrid nanocomposites. Using periodic representative volume elements under sinusoidal axial loads, the model accurately predicted damping performance by calculating the time lag between applied loads and resulting deformations. Comparison of numerical results with experimental data revealed a strong correlation, confirming the model's effectiveness in capturing the influence of GNP mass fraction on damping enhancement.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142952031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Quasi-two-dimensional nanosheets exhibit novel properties and promising applications in optoelectronic flexible devices. Research on non-layered III-V semiconductor nanosheets has been constrained by their covalent bonding connections. In this study, GaAs/AlGaAs heterojunction nanosheets were prepared by releasing an epitaxial layer, and their optical properties were investigated by adopting steady-state and transient absorption spectroscopy. The optical properties of the independent GaAs/AlGaAs heterojunction were investigated separately in order to exclude the effect of the substrate. This work provides a comprehensive understanding of the physics of III-V semiconductor quasi-two-dimensional nanosheets.
.
{"title":"Optical properties of quasi-two-dimensional GaAs/AlGaAs nanosheets prepared by releasing epitaxial layer.","authors":"Bowen Zhang, Yu Hao, Chao Shi, Shuangshuang Pu, Xiaohua Wang, Dengkui Wang, Dan Fang, Hao Yan, Jinhua Li, 铉 方","doi":"10.1088/1361-6528/adad79","DOIUrl":"https://doi.org/10.1088/1361-6528/adad79","url":null,"abstract":"<p><p>Quasi-two-dimensional nanosheets exhibit novel properties and promising applications in optoelectronic flexible devices. Research on non-layered III-V semiconductor nanosheets has been constrained by their covalent bonding connections. In this study, GaAs/AlGaAs heterojunction nanosheets were prepared by releasing an epitaxial layer, and their optical properties were investigated by adopting steady-state and transient absorption spectroscopy. The optical properties of the independent GaAs/AlGaAs heterojunction were investigated separately in order to exclude the effect of the substrate. This work provides a comprehensive understanding of the physics of III-V semiconductor quasi-two-dimensional nanosheets.
.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In the published article "Silver nanoparticles directly formed on natural macroporous matrix and their anti-microbial activities, Nanotechnology 18 (2007) 055605", the figure caption of Figure 8 has an error in immersion time, and the correct caption is given in this Corrigendum.
{"title":"Corrigendum: Silver nanoparticles directly formed on natural macroporous matrix and their anti-microbial activities (2007, Nanotechnology, 18, 055605).","authors":"Fang Zeng, Chao Hou, Shuizhu Wu, Xinxing Liu, Zhen Tong, Shuning Yu","doi":"10.1088/1361-6528/adad7b","DOIUrl":"https://doi.org/10.1088/1361-6528/adad7b","url":null,"abstract":"<p><p>In the published article \"Silver nanoparticles directly formed on natural macroporous matrix and their anti-microbial activities, Nanotechnology 18 (2007) 055605\", the figure caption of Figure 8 has an error in immersion time, and the correct caption is given in this Corrigendum.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Significant progress has been made in cancer therapy with protein-based nanocarriers targeted directly to surface receptors for drug delivery. The nanocarriers are a potentially effective solution for the potential drawbacks of traditional chemotherapy, such as lack of specificity, side effects, and development resistance. Peptides as nanocarriers have been designed based on their biocompatible, biodegradable, and versatile functions to deliver therapeutic agents into cancer cells, reduce systemic toxicity, and maximize therapy efficacy through utilizing targeted ligands such as antibodies, amino acids, vitamins, and other small molecules onto protein-based nanocarriers and thus ensuring that drugs selectively accumulate in the cancer cells instead of healthy organs/drug release at a target site without effects on normal cells, which inherently caused less systemic toxicity/off-target effect. Moreover, their intrinsic protein backbone naturally degrades in vivo, providing another level of safety over synthetic materials. Various issues like immunogenicity, mass production, and quality control must be addressed for widespread use. However, further studies are necessary to perfect protein engineering and improve drug loading, protein modification, and targeting. Thus, it can be concluded that protein-based nanocarriers targeted against the surface receptors would help achieve cancer management in a more focused manner, thus minimizing toxicity. The further development of these nanoparticles could bring a significant change in cancer treatment so that more personalized, targeted, and safe therapies would be available to all patients.
{"title":"Surface receptor-targeted Protein-based nanocarriers for drug delivery: Advances in cancer therapy.","authors":"Panneerselvam Theivendren, Parasuraman Pavadai, Suganthan Veerachamy, Ponnusamy Palanisamy, Selvaraj Kunjiappan","doi":"10.1088/1361-6528/adad7a","DOIUrl":"https://doi.org/10.1088/1361-6528/adad7a","url":null,"abstract":"<p><p>Significant progress has been made in cancer therapy with protein-based nanocarriers targeted directly to surface receptors for drug delivery. The nanocarriers are a potentially effective solution for the potential drawbacks of traditional chemotherapy, such as lack of specificity, side effects, and development resistance. Peptides as nanocarriers have been designed based on their biocompatible, biodegradable, and versatile functions to deliver therapeutic agents into cancer cells, reduce systemic toxicity, and maximize therapy efficacy through utilizing targeted ligands such as antibodies, amino acids, vitamins, and other small molecules onto protein-based nanocarriers and thus ensuring that drugs selectively accumulate in the cancer cells instead of healthy organs/drug release at a target site without effects on normal cells, which inherently caused less systemic toxicity/off-target effect. Moreover, their intrinsic protein backbone naturally degrades in vivo, providing another level of safety over synthetic materials. Various issues like immunogenicity, mass production, and quality control must be addressed for widespread use. However, further studies are necessary to perfect protein engineering and improve drug loading, protein modification, and targeting. Thus, it can be concluded that protein-based nanocarriers targeted against the surface receptors would help achieve cancer management in a more focused manner, thus minimizing toxicity. The further development of these nanoparticles could bring a significant change in cancer treatment so that more personalized, targeted, and safe therapies would be available to all patients.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-23DOI: 10.1088/1361-6528/adad7d
Johannes Greil, Martina Kiechle, Adam Papp, Peter Neumann, Zoltán Kovács, Janos Volk, Frank Schulz, Sebastian Wintz, Markus Weigand, György Csaba, Markus Becherer
We investigate the effect of focused-ion-beam (FIB) irradiation on spin waves with sub-micron wavelengths in Yttrium-Iron-Garnet (YIG) films. Time-resolved scanning transmission X-ray (TR-STXM) microscopy was used to image the spin waves in irradiated regions and deduce corresponding changes in the magnetic parameters of the film. We find that the changes of Ga+irradiation can be understood by assuming a few percent change in the effective magnetizationMeffof the film due to a trade-off between changes in anisotropy and effective film thickness. Our results demonstrate that FIB irradiation can be used to locally alter the dispersion relation and the effective refractive indexneffof the film, even for submicron wavelengths. To achieve the same change innefffor shorter wavelengths, a higher dose is required, but no significant deterioration of spin wave propagation length in the irradiated regions was observed, even at the highest applied doses.
{"title":"The Effect of Ga-Ion Irradiation on Sub-Micron-Wavelength Spin Waves in Yttrium-Iron-Garnet Films.","authors":"Johannes Greil, Martina Kiechle, Adam Papp, Peter Neumann, Zoltán Kovács, Janos Volk, Frank Schulz, Sebastian Wintz, Markus Weigand, György Csaba, Markus Becherer","doi":"10.1088/1361-6528/adad7d","DOIUrl":"https://doi.org/10.1088/1361-6528/adad7d","url":null,"abstract":"<p><p>We investigate the effect of focused-ion-beam (FIB) irradiation on spin waves with sub-micron wavelengths in Yttrium-Iron-Garnet (YIG) films. Time-resolved scanning transmission X-ray (TR-STXM) microscopy was used to image the spin waves in irradiated regions and deduce corresponding changes in the magnetic parameters of the film. We find that the changes of Ga<sup>+</sup>irradiation can be understood by assuming a few percent change in the effective magnetization<i>M</i><sub>eff</sub>of the film due to a trade-off between changes in anisotropy and effective film thickness. Our results demonstrate that FIB irradiation can be used to locally alter the dispersion relation and the effective refractive index<i>n</i><sub>eff</sub>of the film, even for submicron wavelengths. To achieve the same change in<i>n</i><sub>eff</sub>for shorter wavelengths, a higher dose is required, but no significant deterioration of spin wave propagation length in the irradiated regions was observed, even at the highest applied doses.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029231","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-23DOI: 10.1088/1361-6528/adad78
Seojin Cho, Geonhui Han, Chuljun Lee, Jiyong Woo, Daeseok Lee
To implement a neuromorphic computing system capable of efficiently processing vast amounts of unstructured data, a significant number of synapse and neuron devices are needed, resulting in increased area demands. Therefore, we developed a nanoscale vertically structured synapse device that supports high-density integration. To realize this synapse device, the interface effects between the resistive switching layer and the electrode were investigated and utilized. Electrical and physical analyses were conducted to comprehend the operational mechanism of the developed synapse device. The results indicate that oxygen ions from the resistive switching layer were absorbed by the electrode, forming metal-oxygen bonds. The Voconcentration in the switching layer that can change the total conductance of the device. To assess its potential as a synapse device in the neuromorphic system, the developed device was evaluated through pattern recognition simulation.
{"title":"Interface effect based nano-scale TiO<sub>x</sub>vertical synapse device for high-density integration in neuromorphic computing system.","authors":"Seojin Cho, Geonhui Han, Chuljun Lee, Jiyong Woo, Daeseok Lee","doi":"10.1088/1361-6528/adad78","DOIUrl":"https://doi.org/10.1088/1361-6528/adad78","url":null,"abstract":"<p><p>To implement a neuromorphic computing system capable of efficiently processing vast amounts of unstructured data, a significant number of synapse and neuron devices are needed, resulting in increased area demands. Therefore, we developed a nanoscale vertically structured synapse device that supports high-density integration. To realize this synapse device, the interface effects between the resistive switching layer and the electrode were investigated and utilized. Electrical and physical analyses were conducted to comprehend the operational mechanism of the developed synapse device. The results indicate that oxygen ions from the resistive switching layer were absorbed by the electrode, forming metal-oxygen bonds. The V<sub>o</sub>concentration in the switching layer that can change the total conductance of the device. To assess its potential as a synapse device in the neuromorphic system, the developed device was evaluated through pattern recognition simulation.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143029227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Glioblastoma (GBM) is a malignant tumor with highly heterogeneous and invasive characteristics leading to a poor prognosis. The CD44 molecule, which is highly expressed in GBM, has emerged as a highly sought-after biological marker. Therapeutic strategies targeting the cell membrane protein CD44 have emerged, demonstrating novel therapeutic potential. In this study, we constructed a nanodrug system (HA-Liposome@Dox) based on hyaluronic acid-engineered liposomes delivering adriamycin to target GBM. The system efficiently encapsulated Dox inside the liposomes through a hydrophilic-hydrophobic interaction mechanism, and the resulting HA-Liposome@Dox exhibited excellent loading efficacy, attributed to its uniform particle size distribution and negatively charged surface. Further evaluation revealed that HA-Liposome@Dox possessed excellent stability and safety and could promote the effective uptake of drug particles by CD44-overexpressing tumor cells, thus exerting a more potent cell-killing effect. Notably, in the treatment of GBM, HA-Liposome@Dox demonstrated significantly greater tumor growth inhibition compared to free Dox and prolonged the survival of tumor-bearing mice. Taken together, the present study not only verified the feasibility of HA-Liposome@Dox as an effective therapeutic tool against GBM and other CD44-positively expressing tumors, but also opened a promising new avenue for the clinical treatment of this type of refractory malignancies.
.
{"title":"Targeted therapy for glioblastoma utilizing hyaluronic acid-engineered liposomes for adriamycin delivery.","authors":"Yanping Wang, Peiyan Qi, Shenbao Shi, Cong Pang, Weijie Wang, Dazhao Fang","doi":"10.1088/1361-6528/adacef","DOIUrl":"https://doi.org/10.1088/1361-6528/adacef","url":null,"abstract":"<p><p>Glioblastoma (GBM) is a malignant tumor with highly heterogeneous and invasive characteristics leading to a poor prognosis. The CD44 molecule, which is highly expressed in GBM, has emerged as a highly sought-after biological marker. Therapeutic strategies targeting the cell membrane protein CD44 have emerged, demonstrating novel therapeutic potential. In this study, we constructed a nanodrug system (HA-Liposome@Dox) based on hyaluronic acid-engineered liposomes delivering adriamycin to target GBM. The system efficiently encapsulated Dox inside the liposomes through a hydrophilic-hydrophobic interaction mechanism, and the resulting HA-Liposome@Dox exhibited excellent loading efficacy, attributed to its uniform particle size distribution and negatively charged surface. Further evaluation revealed that HA-Liposome@Dox possessed excellent stability and safety and could promote the effective uptake of drug particles by CD44-overexpressing tumor cells, thus exerting a more potent cell-killing effect. Notably, in the treatment of GBM, HA-Liposome@Dox demonstrated significantly greater tumor growth inhibition compared to free Dox and prolonged the survival of tumor-bearing mice. Taken together, the present study not only verified the feasibility of HA-Liposome@Dox as an effective therapeutic tool against GBM and other CD44-positively expressing tumors, but also opened a promising new avenue for the clinical treatment of this type of refractory malignancies.
.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143024208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-21DOI: 10.1088/1361-6528/adac66
Rahnuma Rahman, Supriyo Bandyopadhyay
Stochastic neurons are extremely efficient hardware for solving a large class of problems and usually come in two varieties - "binary" where the neuronal state varies randomly between two values of ±1 and "analog" where the neuronal state can randomly assume any value between -1 and +1. Both have their uses in neuromorphic computing and both can be implemented with low- or zero-energy-barrier nanomagnets whose random magnetization orientations in the presence of thermal noise encode the binary or analog state variables. In between these two classes is n-ary stochastic neurons, mainly ternary stochastic neurons (TSN) whose state randomly assumes one of three values (-1, 0, +1), which have proved to be efficient in pattern classification tasks such as recognizing handwritten digits from the MNIST data set or patterns from the CIFAR-10 data set. Here, we show how to implement a TSN with a zero-energy-barrier (shape isotropic) magnetostrictive nanomagnet subjected to uniaxial strain.
{"title":"Ternary stochastic neuron - implemented with a single strained magnetostrictive nanomagnet.","authors":"Rahnuma Rahman, Supriyo Bandyopadhyay","doi":"10.1088/1361-6528/adac66","DOIUrl":"https://doi.org/10.1088/1361-6528/adac66","url":null,"abstract":"<p><p>Stochastic neurons are extremely efficient hardware for solving a large class of problems and usually come in two varieties - \"binary\" where the neuronal state varies randomly between two values of ±1 and \"analog\" where the neuronal state can randomly assume any value between -1 and +1. Both have their uses in neuromorphic computing and both can be implemented with low- or zero-energy-barrier nanomagnets whose random magnetization orientations in the presence of thermal noise encode the binary or analog state variables. In between these two classes is n-ary stochastic neurons, mainly ternary stochastic neurons (TSN) whose state randomly assumes one of three values (-1, 0, +1), which have proved to be efficient in pattern classification tasks such as recognizing handwritten digits from the MNIST data set or patterns from the CIFAR-10 data set. Here, we show how to implement a TSN with a zero-energy-barrier (shape isotropic) magnetostrictive nanomagnet subjected to uniaxial strain.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-21DOI: 10.1088/1361-6528/adac67
Wanderla Luis Scopel, Fábio A L de Souza, Sávio Bastos de Souza, Rodrigo Amorim, Ralph H Scheicher
The growing world population and climate change are key drivers for the increasing pursuit of more efficient and environmentally-safe food production. In this scenario, the large scale use of herbicides demands the development new technologies to control
and monitor the application of these compounds, due to their several environmental and health-related problems. Motivated by all these issues, in this work, a hybrid graphene/boron nitride nanopore is explore to detect/identify herbicide molecules (Glyphosate, AMPA, Diuron, and 2,4-D). Solid-state nanopores based on 2D materials have been widely explored as novel generation sensors capable of single-molecule resolution. The present investigation combines the density functional theory (DFT) and non-equilibrium Green's function (NEGF) method to assess the interaction of each herbicide with the nanopore and how its interaction modulates the device's electronic
transport properties. The device's sensitivity spreads from 9.0 up to 27.0% when probed at different gate voltage values. Overall, the proposed device seems to be sensitive and selective to be considered as a promising single-molecule herbicide sensor.
{"title":"Computational simulation of graphene/h-BN nanopores for single-molecule herbicide sensing.","authors":"Wanderla Luis Scopel, Fábio A L de Souza, Sávio Bastos de Souza, Rodrigo Amorim, Ralph H Scheicher","doi":"10.1088/1361-6528/adac67","DOIUrl":"https://doi.org/10.1088/1361-6528/adac67","url":null,"abstract":"<p><p>The growing world population and climate change are key drivers for the increasing pursuit of more efficient and environmentally-safe food production. In this scenario, the large scale use of herbicides demands the development new technologies to control
and monitor the application of these compounds, due to their several environmental and health-related problems. Motivated by all these issues, in this work, a hybrid graphene/boron nitride nanopore is explore to detect/identify herbicide molecules (Glyphosate, AMPA, Diuron, and 2,4-D). Solid-state nanopores based on 2D materials have been widely explored as novel generation sensors capable of single-molecule resolution. The present investigation combines the density functional theory (DFT) and non-equilibrium Green's function (NEGF) method to assess the interaction of each herbicide with the nanopore and how its interaction modulates the device's electronic
transport properties. The device's sensitivity spreads from 9.0 up to 27.0% when probed at different gate voltage values. Overall, the proposed device seems to be sensitive and selective to be considered as a promising single-molecule herbicide sensor.</p>","PeriodicalId":19035,"journal":{"name":"Nanotechnology","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}