relation: https://khub.utp.edu.my/scholars/19098/ title: Machine Learning for Scale Deposition in Oil and Gas Industry creator: Nallakukkala, S. creator: Lal, B. description: This chapter briefly discusses the type of machine learning methods used for scales precipitation in flow assurance. It also discussed the scale formation predictive models. © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023. publisher: Springer Nature date: 2023 type: Book type: PeerReviewed identifier: Nallakukkala, S. and Lal, B. (2023) Machine Learning for Scale Deposition in Oil and Gas Industry. Springer Nature, pp. 105-118. ISBN 9783031242311; 9783031242304 relation: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174765628&doi=10.1007%2f978-3-031-24231-1_6&partnerID=40&md5=2b0b0f29014cdf6f4a0e111a350d63e0 relation: 10.1007/978-3-031-24231-1₆ identifier: 10.1007/978-3-031-24231-1₆