查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-Investigators discuss new findings in artificial intelligence. According to news originating from the University of Vi enna by NewsRx correspondents, research stated, "The multifaceted physics of oxi des is shaped by their composition and the presence of defects, which are often accompanied by the formation of polarons."Our news journalists obtained a quote from the research from University of Vienn a: "The simultaneous presence of polarons and defects, and their complex interac tions, pose challenges for first-principles simulations and experimental techniq ues. In this study, we leverage machine learning and a first-principles database to analyze the distribution of surface oxygen vacancies (VO) and induced small polarons on rutile TiO2(110), effectively disentangling the interactions between polarons and defects. By combining neuralnetwork supervised learning and simul ated annealing, we elucidate the inhomogeneous VO distribution observed in scann ing probe microscopy (SPM). Our approach allows us to understand and predict def ective surface patterns at enhanced length scales, identifying the specific role of individual types of defects."According to the news reporters, the research concluded: "Specifically, surface- polaron-stabilizing VO-configurations are identified, which could have consequen ces for surface reactivity."
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 robotics have been published. According to news reporting from Mexico City, Mexico, by NewsRx journalists, research stated, "In the present work, based on an approximate mod elling of a rover-type robot and a proportional control law, a simplified trajec tory tracking strategy for a passive suspension rover-type mobile robot was deve loped."Funders for this research include Secretaria De Investigacion Y Posgrado Institu to Politecnico Nacional. Our news reporters obtained a quote from the research from Instituto Politecnico Nacional: "This strategy achieves trajectory tracking and the autonomous displa cement of a rover, of which its configuration involves complex kinematics and dy namics. All these lineaments reduce the complexity of the analysis, the number o f electronic components to implement, the computational requirements and the ene rgy consumption."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New study results on artificial intell igence have been published. According to news reporting originating from Ames, I owa, by NewsRx correspondents, research stated, "Field inversion machine learnin g (FIML) has the advantages of model consistency and low data dependency and has been used to augment imperfect turbulence models. However, the solver-intrusive field inversion has a high entry bar, and existing FIML studies focused on impr oving only steady-state or time-averaged periodic flow predictions."Funders for this research include National Science Foundation.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Neurodegenerative Dise ases and Conditions - Parkinson's Disease is the subject of a report. According to news reporting originating in Sao Paulo, Brazil, by NewsRx editors, the resea rch stated, "This study evaluates the efficacy of voice analysis combined with m achine learning (ML) techniques in enabling the diagnosis of Parkinson's disease (PD). Voice data, phonation of the vowel ‘a,' from three distinct datasets (two from the University of California Irvine ML Repository and one from figshare) f or 432 participants (278 PD patients) were analyzed."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Artificial Intelligenc e is the subject of a report. According to news reporting from Singapore, Singap ore, by NewsRx journalists, research stated, "Artificial Intelligence (AI) appli cations have shown promise in the management of pandemics. In response to the gl obal Monkeypox (Mpox) outbreak, the HeHealth.ai team leveraged an existing tool to screen for sexually transmitted diseases (STD) to develop a digital screening test for symptomatic Mpox using AI."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Oncology - Lung Cancer is the subject of a report. According to news originating from Wuhan, People's Republic of China, by NewsRx correspondents, research stated, "The diagnosis of primary lung adenocarcinomas with intestinal or mucinous differentiation (PAIM) remains challenging due to the overlapping histomorphological, immunohistochemic al (IHC), and genetic characteristics with lung metastatic colorectal cancer (lm CRC). This study aimed to explore the protein biomarkers that could distinguish between Pand lmCRC."
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 Robotics have been published. According to news reporting out of Guimaraes, Portugal, by News Rx editors, research stated, "Multibody dynamics methodologies have been fundame ntal tools utilized to model and simulate robotic systems that experience contac t conditions with the surrounding environment, such as in the case of feet and g round interactions. In addressing such problems, it is of paramount importance t o accurately and efficiently handle the large body displacement associated with locomotion of robots, as well as the dynamic response related to contact-impact events."Financial supporters for this research include Fundacao para a Ciencia e a Tecno logia (FCT), Fundacao para a Ciencia e a Tecnologia (FCT), European Social Fund through the Programa Operacional Regional Norte, Fundacao para a Ciencia e a Tec nologia (FCT).
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 originating from Beijing, People's Repu blic of China, by NewsRx correspondents, research stated, "This paper aims to fi nd the best method to predict the friction coefficient of textured 45# steel by comparing different machine learning algorithms and analytical calculat ions. Design/methodology/approach - Five machine learning algorithms, including K-nearest neighbor, random forest, support vector machine (SVM), gradient boosti ng decision tree (GBDT) and artificial neural network (ANN), are applied to pred ict friction coefficient of textured 45# steel surface under oil l ubrication."
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News-New study results on artificial intelligence have been published. According to news originating from Nanjing, People's Republic o f China, by NewsRx editors, the research stated, "With new artificial intelligen ce (AI) technologies and application scenarios constantly emerging, AI technolog y has become widely used in astronomy and has promoted notable progress in relat ed fields."Financial supporters for this research include National Nature Science Foundatio n of China; Natural Science Foundation of Jiangsu Province; Jiangsu Funding Prog ram For Excellent Postdoctoral Talent. The news correspondents obtained a quote from the research from Chinese Academy of Sciences: "A large number of papers have reviewed the application of AI techn ology in astronomy. However, relevant articles seldom mention telescope intellig ence separately, and it is difficult to understand the current development statu s of and research hotspots in telescope intelligence from these papers. This pap er combines the development history of AI technology and difficulties with criti cal telescope technologies, comprehensively introduces the development of and re search hotspots in telescope intelligence, conducts a statistical analysis of va rious research directions in telescope intelligence, and defines the merits of t hese research directions."
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 reporting originating in Shenyang, People's Republic of Ch ina, by NewsRx journalists, research stated, "Aiming to address the problem of r obot path planning in environments containing narrow passages, this paper propos es a novel global path planning method: the DSR (Dual-source Light Continuous Re flection Exploration) algorithm. This algorithm, inspired by the natural reflect ion of light, employs the concept of continuous reflection for path planning."The news reporters obtained a quote from the research from Northeastern Universi ty, "It can efficiently generate an asymptotically optimal path on the map conta ining narrow passages. The DSR algorithm has been evaluated on different maps wi th narrow passages and compared with other algorithms. In comparison with the bi directional Rapidly-exploring Random Tree algorithm, the DSR algorithm achieves a significant reduction in both path length (by 27.08% and 34.35% ) and time consumption (by 98.47% and 91.03%)."
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