查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Machine Learning is the subject of a report. According to newsreporting out of Dalian, People’s Republic of China, by NewsRx editors, research stated, “The broadapplication of ionic liquids (ILs) has been hindered by uncertainties surrounding their ecotoxicity. In thiswork, a Quantitative Structure-Activity Relationship (QSAR) model was devised to predict the inhibitionof ILs towards the activity of AChE, employing both Random Forest (RF) and eXtreme Gradient Boosting(XGBoost) machine learning approaches.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – A new study on Machine Learning is now available. According to news reporting outof Baltimore, Maryland, by NewsRx editors, research stated, “Units equivariance (or units covariance) isthe exact symmetry that follows from the requirement that relationships among measured quantities ofphysics relevance must obey self-consistent dimensional scalings. Here, we express this symmetry in termsof a (noncompact) group action, and we employ dimensional analysis and ideas from equivariant machinelearning to provide a methodology for exactly units-equivariant machine learning: For any given learningtask, we first construct a dimensionless version of its inputs using classic results from dimensional analysisand then perform inference in the dimensionless space.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Research findings on Machine Learning are discussed in a new report. According tonews reporting originating in Wuhan, People’s Republic of China, by NewsRx journalists, research stated,“Machine Learning (ML) techniques have been applied to many real-world applications to perform a widerange of tasks. In practice, ML models are typically deployed as the black-box APIs to protect the modelowner’s benefits and/or defend against various privacy attacks.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Investigators discuss new findings in Machine Learning. According to news reportingfrom Skikda, Algeria, by NewsRx journalists, research stated, “Accurate prediction of water temperature(Tw) will greatly help in improving our understanding of the overall thermal regime fluctuation, and it canhelp in making sound decisions. While great efforts have been devoted to the development of Tw models,further improvement in the prediction accuracy is challenging.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Investigators publish new report on artificial intelligence. According to news reportingoriginating from Jouf University by NewsRx correspondents, research stated, “As a major player in theworld market, Saudi Arabia has seen substantial adoption of artificial intelligence AI) technology in itscommercial environment.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Oncology - Melanoma is the subject of a report. According to newsreporting from Cambridge, United Kingdom, by NewsRx journalists, research stated, “Robot-assisted pelviclymph node dissection (rPLND) has been reported in heterogenous groups of patients with melanoma,including macroscopic or at-high-risk-for microscopic metastasis. With changing indications for surgery inmelanoma, and availability of effective systemic therapies, pelvic dissection is now performed for clinicallydetected bulky lymph node metastasis followed by adjuvant drug therapy. rPLND has not been comparedwith open pelvic lymph node dissection (oPLND) for modern practice.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Data detailed on androids have been presented. According to news reporting out ofShenzhen, People’s Republic of China, by NewsRx editors, research stated, “Small-scaled robotic walkersplay an increasingly important role in Activity of Daily Living (ADL) assistance in the face of ever-increasingrehab requirements and existing equipment drawbacks.”
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – A new study on artificial intelligence is now available. According to news reporting outof the University of Gujrat by NewsRx editors, research stated, “Artificial Intelligence (AI) can be used tomodel efficient processes. In this paper, AI and CFD are employed to maximize the wall pressure of theimpinging jet, which has a wide range of industrial and technological applications.”
查看更多>>摘要：The following quote was obtained by the news editors from the background information supplied by theinventors: “Box-like objects represent a large percentage of objects that need to be picked (i.e., removedfrom a pallet or holding container) in industrial, manufacturing, logistics, and commercial environments.Typically, box-like objects are characterized by at least one substantially planar picking surface. Conventionally,during robotic picking, a picking robot handles known sizes, numbers, and types of boxes arrangedin a uniform manner on a structured pallet. Using mechanical fixtures, some current systems pre-position apallet of boxes so that a robot can pick them from known pre-programmed locations. Any deviation fromthis known structure, either in the size of the box, the number of boxes, or the location of boxes resultsin failure of the system. Unfortunately, computer-vision-based systems often rely on the boxes havingclean edges at their boundaries and cannot accurately determine size and/or position of boxes that haveadvertising, printed characters, printed logos, pictures, color, or any other texture on them. Such boxeshave visual edges on their faces (i.e., edges that do not correspond to an actual physical boundary of thebox). Because current computer-vision-based systems cannot distinguish the physical edges between twodifferent boxes from other visual edges on the faces of boxes, these systems tend to misjudge the size andposition of the box(es). Problematically, picking and moving the box where the system has misjudged itssize and location may either cause the box to slip from the grasp of the robot or may cause the robot topick two or more boxes where it should have picked only one.”
查看更多>>摘要：From the background information supplied by the inventors, news correspondents obtained the followingquote: “Manufacturing of modern materials often involves various deposition techniques, such as chemicalvapor deposition (CVD) or physical vapor deposition (PVD) techniques, in which atoms of one or moreselected types are deposited on a substrate held in low or high vacuum environments that are providedby vacuum processing (e.g., deposition, etching, etc.) chambers. Materials manufactured in this mannermay include monocrystals, semiconductor films, fine coatings, and numerous other substances used inpractical applications, such as electronic device manufacturing. Many of these applications depend onthe purity of the materials grown in the processing chambers. The advantage of maintaining isolation ofthe inter-chamber environment and of minimizing its exposure to ambient atmosphere and contaminantstherein gives rise to various robotic techniques of sample manipulation and chamber inspection. Improvingprecision, reliability, and efficiency of such robotic techniques presents a number of technological challengesfor continuing progress of electronic device manufacturing. This is especially pertinent given that thedemands to the quality of chamber manufacturing products are constantly increasing.”
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