查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Current study results on artificial in telligence have been published. According to news reporting from the Technische Universitat Wien by NewsRx journalists, research stated, "Looking back at seven decades of highly extensive application in the semiconductor industry, silicon a nd its native oxide SiO2 are still at the heart of several technological develop ments. Recently, the fabrication of ultra-thin oxide layers has become essential for keeping up with trends in the down-scaling of nanoelectronic devices and fo r the realization of novel device technologies." Financial supporters for this research include European Research Council. Our news reporters obtained a quote from the research from Technische Universita t Wien: "With this comes a need for better understanding of the atomic configura tion at the Si/SiO2 interface. Classical force fields offer flexible application and relatively low computational costs, however, suffer from limited accuracy. Ab initio methods give much better results but are extremely costly. Machine lea rning force fields (MLFF) offer the possibility to combine the benefits of both worlds. We train a MLFF for the simulation of the dry thermal oxidation process of a Si substrate. The training data are generated by density functional theory calculations."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Investigators publish new report on Ro botics. According to news reporting originating from Ho Chi Minh, Vietnam, by Ne wsRx correspondents, research stated, "Robotic manipulators play an innovative r ole as a new method for high-precision, large-scale manufacturing of composite c omponents. However, machining composite materials with these systems presents un ique challenges." Financial support for this research came from CAUL. Our news editors obtained a quote from the research from the Royal Melbourne Ins titute of Technology University, "Unlike traditional monolithic materials, compo sites exhibit complex behaviour and inconsistent results during machining. Addit ionally, robotic manipulator as a machine tool often associates with stiffness a nd vibration issues which adds another layer of complexity to this approach. By employing a comprehensive analysis and a combination of quantitative and qualita tive review methodology, this review paper aims to survey diverse properties of composite materials by different categories and their interaction with machining processes. Subsequently, a survey of manufacturing techniques for composite mac hining following with a review in various modeling practices to capture material machining behaviour under a systematic framework is presented. Thereafter, the reviewed literature examines the errors inherent in robotic systems, alongside o ngoing research efforts in modeling to characterise robot behaviour and enhance its performance. Afterward, the paper explores the application of data-driven mo delling methods, with a primary focus on digital twins, in enabling real-time mo nitoring and process optimisation."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-A new study on Robotics is now availab le. According to news reporting originating in Sichuan, People's Republic of Chi na, by NewsRx journalists, research stated, "This research investigates consumer s' perceptions and evaluations of robot service agents compared with human servi ce agents when service requests are rejected. Six studies were conducted." The news reporters obtained a quote from the research from the Southwestern Univ ersity of Finance and Economics, "The results show that when consumers receive a rejection of their service request, they evaluate the service less negatively i f the service is handled by a chatbot agent versus a human agent. The reason is that consumers have lower expectations that robots will be able to provide flexi ble services to them. Consequently, their dissatisfaction with the request rejec tion is lower when the service is handled by robots."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Data detailed on Machine Learning have been presented. According to news reporting originating from Modena, Italy, by NewsRx correspondents, research stated, "In this paper we present a bilevel opti mization scheme for the solu-tion of a general image deblurring problem, in whic h a parametric variational-like approach is encapsulated within a machine learni ng scheme to provide a high quality reconstructed image with automatically learn ed parameters. The ingredients of the variational lower level and the machine le arning upper one are specifically chosen for the Helsinki Deblur Challenge 2021, in which se-quences of letters are asked to be recovered from out-of-focus phot ographs with increasing levels of blur." Our news editors obtained a quote from the research from the University of Moden a and Reggio Emilia, "Our proposed procedure for the reconstructed image consist s in a fixed number of FISTA iterations applied to the minimiza-tion of an edge preserving and binarization enforcing regularized least-squares functional. The parameters defining the variational model and the optimiza-tion steps, which, un like most deep learning approaches, all have a precise and interpretable meaning , are learned via either a similarity index or a support vector machine strategy ."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Data detailed on Robotics have been pr esented. According to news reporting from Nashville, Tennessee, by NewsRx journa lists, research stated, "Collaborative robots must simultaneously be safe enough to operate in close proximity to human operators and powerful enough to assist users in industrial tasks such as lifting heavy equipment. The requirement for s afety necessitates that collaborative robots are designed with low-powered actua tors." Financial supporters for this research include NSF - Directorate for Engineering (ENG), National Science Foundation (NSF), Vanderbilt internal university funds, National Science Foundation (NSF).
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Research findings on artificial intell igence are discussed in a new report. According to news reporting originating fr om Edinburgh, United Kingdom, by NewsRx correspondents, research stated, "The bu ilding sector constitutes 40% of global electric energy consumptio n, making it vital to address for achieving the global net-zero emissions goal b y 2050." Our news reporters obtained a quote from the research from Heriot-Watt Universit y: "This study focuses on enhancing electric load forecasting systems' performan ce and interactivity by investigating the impact of weather and building usage p arameters. Hourly electricity meter readings from a Texas university campus buil ding (2012-2015) were employed, applying pre-processing techniques and machine l earning algorithms such as linear regression, decision trees, and support vector machines using MATLAB R2023a. Exponential Gaussian Process Regression (GPR) sho wed the best performance at a one-year training data size, yielding an average n ormalized root mean square error (nRMSE) value of 0.52%, equivalent to a 0.3% reduction compared to leading methods. The developed sy stem is presented through an interactive GUI and allows for prediction of extern al factors like PV and EV integration."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Machine Learning is th e subject of a report. According to news reporting originating from Munich, Germ any, by NewsRx correspondents, research stated, "Tumors of the major and minor s alivary glands histologically encompass a diverse and partly overlapping spectru m of frequent diagnostically challenging neoplasms. Despite recent advances in m olecular testing and the identification of tumor-specific mutations or gene fusi ons, there is an unmet need to identify additional diagnostic biomarkers for ent ities lacking specific alterations."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Robotics is the subjec t of a report. According to news reporting out of Freiburg, Germany, by NewsRx e ditors, research stated, "Insects have important roles globally in ecology, econ omy, and health, yet our understanding of their behavior remains limited. Bees, for example, use vision and a tiny brain to find flowers and return home, but un derstanding how they perform these impressive tasks has been hampered by limitat ions in recording technology." Our news journalists obtained a quote from the research from Albert-Ludwigs-Univ ersity Freiburg, "Here, we present Fast Lock-On (FLO) tracking. This method move s an image sensor to remain focused on a retroreflective marker affixed to an in sect. Using paraxial infrared illumination, simple image processing can localize the sensor location of the insect in a few milliseconds. When coupled with a fe edback system to steer a high-magnification optical system to remain focused on the insect, a high-spatiotemporal resolution trajectory can be gathered over a l arge region. As the basis for several robotic systems, we show that FLO is a ver satile idea that can be used in combination with other components. We demonstrat e that the optical path can be split and used for recording high-speed video. Fu rthermore, by flying an FLO system on a quadcopter drone, we track a flying hone y bee and anticipate tracking insects in the wild over kilometer scales."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Drugs and Therapies - Personalized Medicine is the subject of a report. According to news reporting or iginating in Wenzhou, People's Republic of China, by NewsRx journalists, researc h stated, "Cirrhosis represents a significant global health challenge, character ized by high morbidity and mortality rates that severely impact human health. Ti mely and precise prognostic assessments of liver cirrhosis are crucial for impro ving patient outcomes and reducing mortality rates as they enable physicians to identify high-risk patients and implement early interventions."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News-New research on Robotics is the subject of a repo rt. According to news originating from Beijing, People's Republic of China, by N ewsRx correspondents, research stated, "Chemical, biological, or radioactive sub stances may be released in accidents, posing a threat to human life and property . Due to the dense obstacles and specific structures of indoor environments, ind oor source searching still faces challenges, such as the initial position of the robot cannot be placed freely, the source may not be in the airflow, and most a reas indoors lack concentration and airflow clues." Funders for this research include National Science Fund for Distinguished Young Scholars, Basic Science Center Programs of NSFC, Beijing Advanced Innovation Cen ter for Intelligent Robots and Systems, Shanghai Municipal Science and Technolog y Major Project, Shanghai Municipal Commission of Science and Technology Project.
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