Pub Date : 2025-11-20DOI: 10.1038/s44172-025-00526-y
Ruhit Sinha, Anne E Staples
Current in silico dialyser models remain accurate only under narrowly constrained conditions. Advances in computing power and increasing levels of interdisciplinary collaboration, however, now set the stage for more robust computational haemodialyser models. In this review, we survey existing modelling approaches-long used to guide haemodialyser design and clinical nephrology practice-identify key unresolved challenges, and propose computational strategies poised to accelerate the development of dialyser technologies that better meet the needs of kidney failure patients.
{"title":"Computational modelling of hollow fibre haemodialysers: current status and future directions.","authors":"Ruhit Sinha, Anne E Staples","doi":"10.1038/s44172-025-00526-y","DOIUrl":"10.1038/s44172-025-00526-y","url":null,"abstract":"<p><p>Current in silico dialyser models remain accurate only under narrowly constrained conditions. Advances in computing power and increasing levels of interdisciplinary collaboration, however, now set the stage for more robust computational haemodialyser models. In this review, we survey existing modelling approaches-long used to guide haemodialyser design and clinical nephrology practice-identify key unresolved challenges, and propose computational strategies poised to accelerate the development of dialyser technologies that better meet the needs of kidney failure patients.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"196"},"PeriodicalIF":0.0,"publicationDate":"2025-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12635279/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145566336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-20DOI: 10.1038/s44172-025-00548-6
Joel Strickland, Marco Ghisoni, Hannah Marshall, Thomas Whitehead, Bogdan Nenchev, Ben Pellegrini, Charles Phillips, Karl Tassenberg, Sarah Davey, Sandra Dorman, Joseph Sol, David Ferguson, Gareth Conduit
Accurate estimation of core body temperature (CBT) is essential for physiological monitoring, yet current non-invasive methods lack statistically calibrated uncertainty estimates required for safety-critical use. Here we introduce a conformal deep learning framework for real-time, non-invasive CBT prediction with calibrated uncertainty, demonstrated in high-risk heat-stress environments. Developed from over 140,000 physiological measurements across six operational domains, the model achieves a test error of 0.29 °C, outperforming the widely used ECTemp™ algorithm with a 12-fold improvement in calibrated probabilistic accuracy and statistically valid prediction intervals. Designed for integration with wearable devices, the system uses accessible physiological, demographic, and environmental inputs to support practical, confidence-informed monitoring. A customizable alert engine enables proactive safety interventions based on user-defined thresholds and model confidence. By combining deep learning with conformal prediction, this approach establishes a generalizable foundation for trustworthy, non-invasive physiological monitoring, demonstrated here for CBT under heat stress but applicable to broader safety-critical settings.
{"title":"Degrees of uncertainty: conformal deep learning for non-invasive core body temperature prediction in extreme environments.","authors":"Joel Strickland, Marco Ghisoni, Hannah Marshall, Thomas Whitehead, Bogdan Nenchev, Ben Pellegrini, Charles Phillips, Karl Tassenberg, Sarah Davey, Sandra Dorman, Joseph Sol, David Ferguson, Gareth Conduit","doi":"10.1038/s44172-025-00548-6","DOIUrl":"10.1038/s44172-025-00548-6","url":null,"abstract":"<p><p>Accurate estimation of core body temperature (CBT) is essential for physiological monitoring, yet current non-invasive methods lack statistically calibrated uncertainty estimates required for safety-critical use. Here we introduce a conformal deep learning framework for real-time, non-invasive CBT prediction with calibrated uncertainty, demonstrated in high-risk heat-stress environments. Developed from over 140,000 physiological measurements across six operational domains, the model achieves a test error of 0.29 °C, outperforming the widely used ECTemp™ algorithm with a 12-fold improvement in calibrated probabilistic accuracy and statistically valid prediction intervals. Designed for integration with wearable devices, the system uses accessible physiological, demographic, and environmental inputs to support practical, confidence-informed monitoring. A customizable alert engine enables proactive safety interventions based on user-defined thresholds and model confidence. By combining deep learning with conformal prediction, this approach establishes a generalizable foundation for trustworthy, non-invasive physiological monitoring, demonstrated here for CBT under heat stress but applicable to broader safety-critical settings.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":" ","pages":"219"},"PeriodicalIF":0.0,"publicationDate":"2025-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12727793/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145566487","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-19DOI: 10.1038/s44172-025-00530-2
Tatsuhiro Tsukamoto, Suzushi Nishimura
Electrostatic actuators typically rely on Maxwell stress, whereas the use of transverse electrostatic force (TEF) has been overlooked because of its weakness. The discovery of polar nematic liquid crystals in 2017 changed this, enabling lower operating voltages and high output power. We here explore TEF in a ferroelectric fluid and demonstrate a ferroelectric motor based on a new driving principle. Using ferroelectric nematic liquid crystals, we show that TEF can elevate the fluid between electrodes with a gap of 2.5 mm up to more than 80 mm at only 28 V mm-1, corresponding to a stress greater than 1000 N m-2. Polarization analysis also revealed a continuous paraelectric-to-ferroelectric transition. Unlike electromagnetic motors, ferroelectric motors require no metal rotors or magnets, resulting in a lower weight and simplified device structure and eliminating the need for rare-earth materials. These results suggest that ferroelectric fluids can enhance electrostatic actuator performance and practicability.
静电致动器通常依赖于麦克斯韦应力,而横向静电力(TEF)的使用由于其弱点而被忽视。2017年极性向列液晶的发现改变了这一点,实现了更低的工作电压和高输出功率。我们在此探索铁电流体中的TEF,并展示一种基于新驱动原理的铁电马达。利用铁电向列液晶,我们发现TEF可以在28 V mm-1的条件下将电极间隙为2.5 mm的流体提升到80 mm以上,对应于大于1000 N m-2的应力。极化分析也揭示了一个连续的准电到铁电的转变。与电磁电机不同,铁电电机不需要金属转子或磁铁,因此重量更轻,简化了设备结构,并且消除了对稀土材料的需求。这些结果表明,铁电流体可以提高静电执行器的性能和实用性。
{"title":"Huge transverse Maxwell stress in ferroelectric fluids and prototyping of new ferroelectric motors.","authors":"Tatsuhiro Tsukamoto, Suzushi Nishimura","doi":"10.1038/s44172-025-00530-2","DOIUrl":"10.1038/s44172-025-00530-2","url":null,"abstract":"<p><p>Electrostatic actuators typically rely on Maxwell stress, whereas the use of transverse electrostatic force (TEF) has been overlooked because of its weakness. The discovery of polar nematic liquid crystals in 2017 changed this, enabling lower operating voltages and high output power. We here explore TEF in a ferroelectric fluid and demonstrate a ferroelectric motor based on a new driving principle. Using ferroelectric nematic liquid crystals, we show that TEF can elevate the fluid between electrodes with a gap of 2.5 mm up to more than 80 mm at only 28 V mm<sup>-1</sup>, corresponding to a stress greater than 1000 N m<sup>-2</sup>. Polarization analysis also revealed a continuous paraelectric-to-ferroelectric transition. Unlike electromagnetic motors, ferroelectric motors require no metal rotors or magnets, resulting in a lower weight and simplified device structure and eliminating the need for rare-earth materials. These results suggest that ferroelectric fluids can enhance electrostatic actuator performance and practicability.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"194"},"PeriodicalIF":0.0,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12630727/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145552059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-18DOI: 10.1038/s44172-025-00528-w
Xiaoli Luan, Shenhan Yu, Haiying Wan, Fei Liu
Uncrewed underwater vehicles(UUVs) play an indispensable role in ocean resource efficiency utilization due to their security and cost-effectiveness. However, the significant uncertainties, time-varying disturbances, and unstructured subsea environments pose challenges for UUVs in achieving precise and efficient marine missions. To address these challenges, this study introduces a novel cooperative control framework for UUVs. The proposed framework minimizes the high control efforts of sliding mode control while preserving robustness, enabling efficiency and precision for long-duration dynamic hovering missions of UUVs. Specifically, a key innovation is the development of a deviation separation strategy, which, for the first time, decouples hovering deviations into task-specific and anti-disturbance components using an influence function. This enables real-time disturbance estimation without prior knowledge enabling adaptive disturbance compensation. By cooperating between LQR and SMC, the proposed method avoids the performance conflicts commonly observed in single-controller schemes. This structure improves compensation accuracy, robustness to disturbances, and energy efficiency across various operating conditions. The results demonstrate that the proposed cooperative control strategy effectively counters current perturbations by leveraging the real-time insights from the error segregation, while concurrently executing high-precision hovering tasks with low control costs. This work advances UUVs control, offering a versatile solution for complex underwater tasks.
{"title":"Dynamic hovering for uncrewed underwater vehicles via an error-separation-based cooperative strategy.","authors":"Xiaoli Luan, Shenhan Yu, Haiying Wan, Fei Liu","doi":"10.1038/s44172-025-00528-w","DOIUrl":"10.1038/s44172-025-00528-w","url":null,"abstract":"<p><p>Uncrewed underwater vehicles(UUVs) play an indispensable role in ocean resource efficiency utilization due to their security and cost-effectiveness. However, the significant uncertainties, time-varying disturbances, and unstructured subsea environments pose challenges for UUVs in achieving precise and efficient marine missions. To address these challenges, this study introduces a novel cooperative control framework for UUVs. The proposed framework minimizes the high control efforts of sliding mode control while preserving robustness, enabling efficiency and precision for long-duration dynamic hovering missions of UUVs. Specifically, a key innovation is the development of a deviation separation strategy, which, for the first time, decouples hovering deviations into task-specific and anti-disturbance components using an influence function. This enables real-time disturbance estimation without prior knowledge enabling adaptive disturbance compensation. By cooperating between LQR and SMC, the proposed method avoids the performance conflicts commonly observed in single-controller schemes. This structure improves compensation accuracy, robustness to disturbances, and energy efficiency across various operating conditions. The results demonstrate that the proposed cooperative control strategy effectively counters current perturbations by leveraging the real-time insights from the error segregation, while concurrently executing high-precision hovering tasks with low control costs. This work advances UUVs control, offering a versatile solution for complex underwater tasks.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"193"},"PeriodicalIF":0.0,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12627750/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145552015","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-18DOI: 10.1038/s44172-025-00529-9
Etienne Perret
The rise of the Internet of Things (IoT) is creating new communication needs that require us to completely rethink how we design wireless interaction between potentially diverse devices, which must be increasingly environmentally friendly and agile. This article introduces a wireless communication method elegantly grounded in the principle of the RF feedback loop. Unlike traditional communication methods, this approach does not require the reader to emit any waves in the absence of a transponder. Instead, communication occurs when a self-sustaining wave spontaneously emerges as the transponder enters the reader's reading zone, forming an active feedback loop between the two devices. This novel method of transmitting RF signals creates a new paradigm in the communications field that will significantly influence modes of interaction, especially in the IoT. This method significantly decreases the emission of unnecessary RF waves and ensures complete discretion for the reader when no transponder is within range. The principle of Wireless Active Feedback Loop Communication (WAFLC) has been validated through both simulations and practical tests, showing a strong correlation between the two.
{"title":"Wireless active feedback loop for backscattering communication.","authors":"Etienne Perret","doi":"10.1038/s44172-025-00529-9","DOIUrl":"10.1038/s44172-025-00529-9","url":null,"abstract":"<p><p>The rise of the Internet of Things (IoT) is creating new communication needs that require us to completely rethink how we design wireless interaction between potentially diverse devices, which must be increasingly environmentally friendly and agile. This article introduces a wireless communication method elegantly grounded in the principle of the RF feedback loop. Unlike traditional communication methods, this approach does not require the reader to emit any waves in the absence of a transponder. Instead, communication occurs when a self-sustaining wave spontaneously emerges as the transponder enters the reader's reading zone, forming an active feedback loop between the two devices. This novel method of transmitting RF signals creates a new paradigm in the communications field that will significantly influence modes of interaction, especially in the IoT. This method significantly decreases the emission of unnecessary RF waves and ensures complete discretion for the reader when no transponder is within range. The principle of Wireless Active Feedback Loop Communication (WAFLC) has been validated through both simulations and practical tests, showing a strong correlation between the two.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"192"},"PeriodicalIF":0.0,"publicationDate":"2025-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12627790/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145552072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-14DOI: 10.1038/s44172-025-00521-3
Yang Qu, Qin Zhang, Xianbo Xiang, Shaolong Yang, Lilong Cai
Cascaded guidance, state estimation, and control systems have been successfully implemented in autonomous underwater vehicles. However, disordered convergence sequences among subsystems fundamentally induce system oscillations and instabilities. Here, we introduce a temporal-sequencing-convergent cascaded guidance, state estimation, and control system for depth-tracking of underactuated autonomous underwater vehicles. It establishes an ordered convergence architecture: state estimation converges first with a planning window td, followed by control execution with a planning time window tc, and guidance finally converges with a planning time window tf, adhering to a temporal-sequencing-convergent criterion td < tc < tf. This architecture, validated through experiments, ensures stable and efficient depth-tracking performance owing to well-ordered convergence of subsystems. Conversely, experiments violating the temporal-sequencing-convergent criterion exhibited prominent oscillatory depth-tracking responses. Our method outperformed selected approaches, achieving a lower average depth-tracking error of 1.32 cm under sudden external disturbances. Notably, even with prominent pitch-tracking errors using a PD controller, our proposed guidance design also showcased remarkable attack-angle compensation capability, thereby maintaining precise depth-tracking performance.
{"title":"Cascaded guidance, state estimation, and control for depth tracking of underactuated autonomous underwater vehicles.","authors":"Yang Qu, Qin Zhang, Xianbo Xiang, Shaolong Yang, Lilong Cai","doi":"10.1038/s44172-025-00521-3","DOIUrl":"10.1038/s44172-025-00521-3","url":null,"abstract":"<p><p>Cascaded guidance, state estimation, and control systems have been successfully implemented in autonomous underwater vehicles. However, disordered convergence sequences among subsystems fundamentally induce system oscillations and instabilities. Here, we introduce a temporal-sequencing-convergent cascaded guidance, state estimation, and control system for depth-tracking of underactuated autonomous underwater vehicles. It establishes an ordered convergence architecture: state estimation converges first with a planning window t<sub>d</sub>, followed by control execution with a planning time window t<sub>c</sub>, and guidance finally converges with a planning time window t<sub>f</sub>, adhering to a temporal-sequencing-convergent criterion t<sub>d</sub> < t<sub>c</sub> < t<sub>f</sub>. This architecture, validated through experiments, ensures stable and efficient depth-tracking performance owing to well-ordered convergence of subsystems. Conversely, experiments violating the temporal-sequencing-convergent criterion exhibited prominent oscillatory depth-tracking responses. Our method outperformed selected approaches, achieving a lower average depth-tracking error of 1.32 cm under sudden external disturbances. Notably, even with prominent pitch-tracking errors using a PD controller, our proposed guidance design also showcased remarkable attack-angle compensation capability, thereby maintaining precise depth-tracking performance.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"191"},"PeriodicalIF":0.0,"publicationDate":"2025-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12618643/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145524548","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-13DOI: 10.1038/s44172-025-00522-2
Saheb Bera, Deepanshu Kaushik, Hemant Kumar
MXenes offer a unique platform for designing high-performance electronic devices due to their diverse properties and chemical tunability. This study focuses on engineering low-resistance metal-semiconductor contacts using MXenes for future field-effect transistor applications. Through a comprehensive approach combining first-principles calculations, transport simulations, and alloy phase engineering, we demonstrate the feasibility of achieving low-resistance contacts with high current-carrying capacity. Through first-principles calculations, we identify promising MXene heterojunctions based on lattice matching and Schottky barrier height. Notably, the Ta2CO2-Ti2CO2 contact exhibits a remarkably low Schottky barrier height. Using non-equilibrium Green's function calculations, we demonstrate high output current in this contact, indicating low resistance. Further analysis reveals the critical role of carrier density and detrimental impact of metal-induced gap states. To suppress metal-induced gap states, we propose an interfacial alloying strategy using a Ta2xTi2(1-x)CO2 solid solution, which reduces interfacial charge transfer and promotes smoother electronic coupling. This, in turn, reduces the Fermi-level pinning effect and contributes to a substantial reduction in contact resistance across the MXene interface. This study highlights the potential of MXenes as building blocks for advanced electronics and provides a pathway for engineering high-performance contacts through a combined computational and design approach.
{"title":"MXene alloy-based metal-semiconductor contact for low-resistive field-effect transistors.","authors":"Saheb Bera, Deepanshu Kaushik, Hemant Kumar","doi":"10.1038/s44172-025-00522-2","DOIUrl":"10.1038/s44172-025-00522-2","url":null,"abstract":"<p><p>MXenes offer a unique platform for designing high-performance electronic devices due to their diverse properties and chemical tunability. This study focuses on engineering low-resistance metal-semiconductor contacts using MXenes for future field-effect transistor applications. Through a comprehensive approach combining first-principles calculations, transport simulations, and alloy phase engineering, we demonstrate the feasibility of achieving low-resistance contacts with high current-carrying capacity. Through first-principles calculations, we identify promising MXene heterojunctions based on lattice matching and Schottky barrier height. Notably, the Ta<sub>2</sub>CO<sub>2</sub>-Ti<sub>2</sub>CO<sub>2</sub> contact exhibits a remarkably low Schottky barrier height. Using non-equilibrium Green's function calculations, we demonstrate high output current in this contact, indicating low resistance. Further analysis reveals the critical role of carrier density and detrimental impact of metal-induced gap states. To suppress metal-induced gap states, we propose an interfacial alloying strategy using a Ta<sub>2x</sub>Ti<sub>2(1-x)</sub>CO<sub>2</sub> solid solution, which reduces interfacial charge transfer and promotes smoother electronic coupling. This, in turn, reduces the Fermi-level pinning effect and contributes to a substantial reduction in contact resistance across the MXene interface. This study highlights the potential of MXenes as building blocks for advanced electronics and provides a pathway for engineering high-performance contacts through a combined computational and design approach.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"190"},"PeriodicalIF":0.0,"publicationDate":"2025-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12644695/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145598242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1038/s44172-025-00519-x
Thiba Nagaraja, Anupma Thakur, Andrey Krayev, A Edward Robinson, Aleksandra Vojvodic, Babak Anasori, Suprem R Das
Rapid and accurate detection of molecular species with a high degree of selectivity and sensitivity constitutes the ultimate goal of designing sensors for various applications, from studying nutrients in soil-water systems to assessing physiological conditions in human health. With recent progress, two-dimensional (2D) transition metal carbides/nitrides have shown great potential for applications such as energy storage and electromagnetic interference shielding. However, the fundamental electrochemical studies and subsequent applications of MXenes for molecular sensing are still in their infancy. Here, we use 2D sheets of titanium carbide (Ti3C2Tx) MXene for electrochemical detection of phosphate, a key molecule for sustainability of life on earth, and major contributor to environmental pollution. Ti3C2Tx MXene sensors were demonstrated to be highly selective towards phosphate with a sensing range from 1 µM to 350 µM and a limit of detection (LOD) of 1.31 µM. This work lays the foundation for molecular sensing using Ti3C2Tx MXene in complex environments.
{"title":"MXene electrochemical phosphate sensors.","authors":"Thiba Nagaraja, Anupma Thakur, Andrey Krayev, A Edward Robinson, Aleksandra Vojvodic, Babak Anasori, Suprem R Das","doi":"10.1038/s44172-025-00519-x","DOIUrl":"10.1038/s44172-025-00519-x","url":null,"abstract":"<p><p>Rapid and accurate detection of molecular species with a high degree of selectivity and sensitivity constitutes the ultimate goal of designing sensors for various applications, from studying nutrients in soil-water systems to assessing physiological conditions in human health. With recent progress, two-dimensional (2D) transition metal carbides/nitrides have shown great potential for applications such as energy storage and electromagnetic interference shielding. However, the fundamental electrochemical studies and subsequent applications of MXenes for molecular sensing are still in their infancy. Here, we use 2D sheets of titanium carbide (Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub>) MXene for electrochemical detection of phosphate, a key molecule for sustainability of life on earth, and major contributor to environmental pollution. Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> MXene sensors were demonstrated to be highly selective towards phosphate with a sensing range from 1 µM to 350 µM and a limit of detection (LOD) of 1.31 µM. This work lays the foundation for molecular sensing using Ti<sub>3</sub>C<sub>2</sub>T<sub>x</sub> MXene in complex environments.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"189"},"PeriodicalIF":0.0,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12612084/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145508227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-12DOI: 10.1038/s44172-025-00518-y
Zhengyong Li, Youcai Liang, Yan Zhu, Shunchun Yao, Zhibin Yu
As the temperature lift increases, heat pump performance declines due to rising throttling losses in expansion valves. Ejectors present a promising alternative, enabling power recovery from the throttling process. However, fixed-geometry ejectors suffer performance degradation under off-design conditions. Here we propose leveraging the component migration characteristics of zeotropic refrigerants to continuously adjust critical ejector parameters by modulating the quality. This approach enables optimal performance across varying conditions without mechanical modifications. A vapor-injection heat pump cycle incorporating a component-adjustable ejector with three tunable parameters is developed. The concept of equivalent ejector efficiency was introduced, and the adjustment capability of typical high-temperature refrigerant mixtures was investigated, such as mixtures of butane (R600) and synthetic refrigerants (R245fa). Results show that, at a nominal heating capacity of 100 kW, R600/R245fa achieves a lower adjustable limit of -5%, compared to -2% for R1224yd(Z)/R1233zd(E) (synthetic refrigerant mixtures). These findings demonstrate the feasibility of efficient operation of fixed-geometry ejectors under variable conditions. The proposed system and regulation strategy offer a promising design alternative for industrial high-temperature heat pump applications.
{"title":"Continuous tuning of ejector parameters via zeotropic component migration for optimising high-temperature heat pump.","authors":"Zhengyong Li, Youcai Liang, Yan Zhu, Shunchun Yao, Zhibin Yu","doi":"10.1038/s44172-025-00518-y","DOIUrl":"10.1038/s44172-025-00518-y","url":null,"abstract":"<p><p>As the temperature lift increases, heat pump performance declines due to rising throttling losses in expansion valves. Ejectors present a promising alternative, enabling power recovery from the throttling process. However, fixed-geometry ejectors suffer performance degradation under off-design conditions. Here we propose leveraging the component migration characteristics of zeotropic refrigerants to continuously adjust critical ejector parameters by modulating the quality. This approach enables optimal performance across varying conditions without mechanical modifications. A vapor-injection heat pump cycle incorporating a component-adjustable ejector with three tunable parameters is developed. The concept of equivalent ejector efficiency was introduced, and the adjustment capability of typical high-temperature refrigerant mixtures was investigated, such as mixtures of butane (R600) and synthetic refrigerants (R245fa). Results show that, at a nominal heating capacity of 100 kW, R600/R245fa achieves a lower adjustable limit of -5%, compared to -2% for R1224yd(Z)/R1233zd(E) (synthetic refrigerant mixtures). These findings demonstrate the feasibility of efficient operation of fixed-geometry ejectors under variable conditions. The proposed system and regulation strategy offer a promising design alternative for industrial high-temperature heat pump applications.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"188"},"PeriodicalIF":0.0,"publicationDate":"2025-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12612277/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145508277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The widespread adoption of multirotor uncrewed aerial vehicles (UAVs) is hindered by limited flight time and degraded stability to wind disturbances. Perching, inspired by birds, offers a solution by saving energy and maintaining stability. However, current perching methods often rely on heavy mechanisms, have limitations on surface materials, and obstruct vision sensors. In this study, we propose a process to enable multirotors to perch, land, and detach, all with standard propeller guards. This approach eliminates additional mechanisms, avoids sensor interference, and significantly reduces energy consumption by leveraging the ceiling effect. In over 150 perching and detaching tests with various surface orientations and materials, the approach achieved a 100% success rate and saved 25% - 100% energy consumption compared to hovering. It also improved positioning accuracy by 50 times under strong winds by ensuring stable environmental contact. We demonstrated in real-world environments, showcasing the autonomous perching and detaching ability using only onboard sensing and computation.
{"title":"Enabling multirotor UAVs to perch, land and detach with standard propeller guards.","authors":"Yuying Zou, Haotian Li, Yunfan Ren, Fanze Kong, Wei Xu, Yihang Li, Yixi Cai, Fu Zhang","doi":"10.1038/s44172-025-00514-2","DOIUrl":"10.1038/s44172-025-00514-2","url":null,"abstract":"<p><p>The widespread adoption of multirotor uncrewed aerial vehicles (UAVs) is hindered by limited flight time and degraded stability to wind disturbances. Perching, inspired by birds, offers a solution by saving energy and maintaining stability. However, current perching methods often rely on heavy mechanisms, have limitations on surface materials, and obstruct vision sensors. In this study, we propose a process to enable multirotors to perch, land, and detach, all with standard propeller guards. This approach eliminates additional mechanisms, avoids sensor interference, and significantly reduces energy consumption by leveraging the ceiling effect. In over 150 perching and detaching tests with various surface orientations and materials, the approach achieved a 100% success rate and saved 25% - 100% energy consumption compared to hovering. It also improved positioning accuracy by 50 times under strong winds by ensuring stable environmental contact. We demonstrated in real-world environments, showcasing the autonomous perching and detaching ability using only onboard sensing and computation.</p>","PeriodicalId":72644,"journal":{"name":"Communications engineering","volume":"4 1","pages":"185"},"PeriodicalIF":0.0,"publicationDate":"2025-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12606098/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145497095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}