{"product_id":"machine-learning-applications-in-subsurface-energy-resource-management-hardback","title":"Machine Learning Applications in Subsurface Energy Resource Management - Hardback","description":"\u003cp\u003eThe utilization of machine learning (ML) techniques to understand hidden patterns and build data-driven predictive models from complex multivariate datasets is rapidly increasing in many applied science and engineering disciplines, including geo-energy. Motivated by these developments, \u003cb\u003eMachine Learning Applications in Subsurface Energy Resource Management\u003c\/b\u003e presents a current snapshot of the state of the art and future outlook for ML applications to manage subsurface energy resources (e.g., oil and gas, geologic carbon sequestration, and geothermal energy).\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eCovers ML applications across multiple application domains (reservoir characterization, drilling, production, reservoir modeling, and predictive maintenance)\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eOffers a variety of perspectives from authors representing operating companies, universities, and research organizations\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides an array of case studies illustrating the latest applications of several ML techniques\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes a literature review and future outlook for each application domain\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis book is targeted at practicing petroleum engineers or geoscientists interested in developing a broad understanding of ML applications across several subsurface domains. It is also aimed as a supplementary reading for graduate-level courses and will also appeal to professionals and researchers working with hydrogeology and nuclear waste disposal.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45600450740462,"sku":"9781032074528","price":193.6,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/machine-learning-applications-in-subsurface-energy-resource-management-hardback","provider":"Book Land AU","version":"1.0","type":"link"}