{"product_id":"9781032074528-machine-learning-applications-in-subsurf","title":"Machine Learning Applications in Subsurface Energy Resource Management","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eState of the Art and Future Prognosis. Machine Learning Applications in Subsurface Energy Resource Management presents a current snapshot of the state of the art and future outlook for machine learning applications in subsurface energy resource management (e.g., oil and gas, geologic carbon sequestration, geothermal energy). \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\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eCovers ML applications across multiple application domains (reservoir characterization, drilling, production, reservoir modeling, and predictive maintenance)\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eOffers a variety of perspectives from authors representing operating companies, universities, and research organizations\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eProvides an array of case studies illustrating the latest applications of several ML techniques\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e \u003c\/p\u003e \u003c\/li\u003e\n\u003cli\u003eIncludes a literature review and future outlook for each application domain\u003c\/li\u003e\n\u003c\/ul\u003e\n\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\n\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40810204233825,"sku":"9781032074528","price":149.18,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/278fa4fa3e39ff065cc6147dba53e5e2.png?v=1682674655","url":"https:\/\/www.rarewaves.com\/products\/9781032074528-machine-learning-applications-in-subsurf","provider":"Rarewaves.com","version":"1.0","type":"link"}