@book{scholars19098, journal = {Machine Learning and Flow Assurance in Oil and Gas Production}, title = {Machine Learning for Scale Deposition in Oil and Gas Industry}, year = {2023}, pages = {105--118}, note = {cited By 1}, publisher = {Springer Nature}, doi = {10.1007/978-3-031-24231-1{$_6$}}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174765628&doi=10.1007\%2f978-3-031-24231-1\%5f6&partnerID=40&md5=2b0b0f29014cdf6f4a0e111a350d63e0}, isbn = {9783031242311; 9783031242304}, author = {Nallakukkala, S. and Lal, B.}, abstract = {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. {\^A}{\copyright} The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.} }