Research Fellow, Geotechnical Engineering/Geological Engineering - JOBS.ac.kr(잡스)

{"job":{"jobId":1209752,"fk_accountId":null,"fk_organizationId":507,"fk_adminAccountId":null,"title":"Research Fellow, Geotechnical Engineering/Geological Engineering","description":"\n\nThe School of Civil and Environmental Engineering invites applications for our Research Fellow position.\n\n\nThe main purpose of the project is to establish a 3D Geological and Geotechnical Data Modelling and Management System. The Research Fellow is expected to characterize the spatial variability of geological and geotechnical properties based on data from more than 50, 000 boreholes so that the users can know the uncertainty of the established system. Random field model is going to be used to describe the spatial variability of the geodata and a zonation will be conducted to differentiate the areas with different levels of geological uncertainties. Additionally, artificial intelligence (AI) methods are going to be developed to facilitate the construction of the 3D geological model. The AI methods will translate geological knowledge into modeling rules and are expected to replace human work. In this way, the 3D model can be updated automatically when new borehole/geophysical data are available in the future.\n\n\nThe Research Fellow will work on this project to conduct researches on geostatistical analysis of the geotechnical and geological data. The roles of this position include:\n\n\n<ul>\n<li>Characterize the uncertainty and spatial variability of the geological and geotechnical data based on large amounts of borehole data</li>\n<li>Spatially predict the geological and geotechnical properties using geostatistical methods such as the conditional random field and kriging method</li>\n<li>Spatially predict the geological and geotechnical properties using machine learning methods such as the neural network and support vector machine methods</li>\n<li>Write project reports and scientific research papers for publication, present research outcomes in relevant meetings/conferences</li>\n<li>Other academic-related activities such as funding proposal preparation and student supervisions</li>\n<li>Other administrative activities such as project coordination</li>\n</ul>\n\n\nJob Requirement:\n\n\n<ul>\n<li>Ph.D. in Geotechnical Engineering, Geological Engineering or related field</li>\n<li>Knowledge in the random field, geostatistical method, artificial intelligence method and reliability analysis of geotechnical engineering</li>\n<li>Experiences in statistical and spatial variability analyses of soil/rock properties using basic programming languages such as MATLAB or R</li>\n<li>Experiences in analyses of big data using artificial intelligence method</li>\n<li>Experiences in reliability analysis of geotechnical structures</li>\n<li>Publication track record is an advantage</li>\n<li>Proficiency in English</li>\n</ul>\n\n\nWe regret that only shortlisted candidates will be notified.\n\n\n","pdfUrl1":null,"location":"Singapore","location1":"아시아","location2":null,"location3":null,"type":"2","applyUrl":"https://ntu.wd3.myworkdayjobs.com/en-US/Careers/job/NTU-Main-Campus-Singapore/Research-Fellow--Geotechnical-Engineering-Geological-Engineering-_R00002796-1","fileUrl1":null,"fileUrl2":null,"fileUrl3":null,"fileUrl4":null,"fileUrl5":null,"fileUrl6":null,"fileUrl7":null,"workingHour":"Full Time","contractType":"Permanent","salary":null,"original_id":"UNI|225021","original_domain":"https://www.timeshighereducation.com/unijobs","original_url":"https://www.timeshighereducation.com/unijobs/listing/225021/research-fellow-geotechnical-engineering-geological-engineering/?LinkSource=PremiumListing","original_isPremium":"true","closeType":2,"closedAt":null,"requireEducation":0,"managerTel":"","managerFax":null,"managerEmail":null,"managerName":"NANYANG TECHNOLOGICAL UNIVERSITY","managerPhone":null,"managerAddress":null,"log_hit":1,"log_like":0,"publishState":1,"organizationName":null,"organizationName_en":null,"organizationName_alt":null,"createdAt":"2020-09-10T00:00:00.000Z","updatedAt":"2020-09-18T11:02:42.000Z"},"organization":{"organizationId":507,"lv1Id":null,"lv2Id":null,"name":"Nanyang Technological University, Singapore","name_en":"Technological University","name_alt":",Nanyang Technological University,NANYANG TECHNOLOGICAL UNIVERSITY,","introduction":"A research-intensive public university, NTU Singapore has 33,000 undergraduate and postgraduate students in the colleges of Engineering, Business, Science, and Humanities, Arts and Social Sciences, and at its Lee Kong Chian School of Medicine which was established jointly with Imperial College London.&nbsp;Named the world’s fastest-rising young university by Times Higher Education, Nanyang Technological University (NTU Singapore) is also one of the youngest in the global league of universities.&nbsp;Its 200-hectare (500 acres) garden campus has frequently been named among the Top 15 most beautiful in the world. An environmentally sustainable campus, 95 per cent of its buildings are Green Mark Platinum-certified (equivalent to LEED-Platinum certification in the USA).Beyond its picturesque buildings and lush greenery, NTU has a vision to transform its vast grounds into a Smart Campus that embraces digital technology to support learning and discovery, and improve the sustainability of resources.&nbsp;The NTU Smart Campus is already a living testbed for various sustainable and energy-efficient technologies. NTU strives to serve as a model for other communities in Singapore and around the globe by demonstrating how advanced tech-enabled solutions can help improve everyday life in a sustainable manner.&nbsp;For example, on the NTU Smart Campus, it already has a number of partnerships with leading players such as BMW, Volvo Bus, Blue Solutions and SMRT to drive the future of smart transportation, developing solutions for both electric and autonomous vehicles.&nbsp;Interdisciplinary in focus, NTU’s high-impact research includes areas of global concern, such as artificial intelligence, robotics, sustainability, healthcare, new media and future learning. It hosts two national research centres of excellence, the Singapore Centre on Environmental Life Sciences Engineering (SCELSE) and Earth Observatory of Singapore (EOS), tackling important questions in environment and medicine.&nbsp;NTU is also home to world-class institutes. The National Institute of Education trains all teachers in Singapore, which is known for having one of the most successful education systems in the world. Other key institutes are the Nanyang Environment &amp; Water Research Institute, and the Energy Research Institute @ NTU.","logoImg":"","logoImgSquare":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/sdujfsjlkrfs_1035409752294.png","homepageUrl":"https://www.ntu.edu.sg","infoUrl":"https://www.timeshighereducation.com/world-university-rankings/nanyang-technological-university-singapore","country":"SG","state":"Singapore","location":"아시아","address":"50 Nanyang Avenue, 639798, Singapore","phoneNumber":"+65 6791 1744","faxNumber":"","type":1,"univType1":"대학","univType2":"대학교","univType3":"공립","univType4":"본교","establishedAt":"1991-01-05T00:00:00.000Z","count_majors":null,"count_students":null,"meta_competitiveness":"","publishState":1,"updatedAt":"2020-03-18T16:16:59.000Z","createdAt":"2020-03-04T20:13:07.000Z","default_1_bannerImage":null,"default_1_bannerImageMobile":null,"default_2_bannerImage":null,"default_2_bannerImageMobile":null,"default_3_bannerImage":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/NANYANGtechnology_147034590338.jpg","default_3_bannerImageMobile":"https://s3.ap-northeast-2.amazonaws.com/jobs.ac.kr/dev/images/NANYANGtechnology_142258133927.jpg"}}