Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Determination of Discharge Distribution in Meandering Compound Channels Using Machine Learning Techniques Subject The topic of the resource Artificial intelligence techniques; Channel division; Discharge distribution; Meandering compound channel; Relative roughness; Shear force distribution Description An account of the resource Accurate flow rate prediction is essential to analyze flood control, sediment transport, riverbank protection, and so forth. The flow rate distribution becomes even more complicated in compound channels due to the momentum transfer between different subsections across the width of the channel. Conventional channel division methods estimate flow distribution at the main channel and floodplains by assuming a division line with zero apparent shear stress. The article attempts to develop a model to calculate the percentage of discharge in the main channel (%Qmc) using techniques such as Group Method of Data Handling - Neural Network (GMDH-NN) and gene-expression programming (GEP) by incorporating the effects of various geometric and hydraulic parameters. The paper proposes a modified channel division method with a variable-inclined interface, with zero apparent shear force distribution at the channel subsections according to the statistical indices employed to assess these models' performance in predicting %Qmc. This variable-inclined interface changes its slope according to the channel parameters. The model's effectiveness is verified by validating with experimental observations by conventional analytical methods. 2021 American Society of Civil Engineers. Creator An entity primarily responsible for making the resource Mohanta A.; Pradhan A.; Patra K.C. Source A related resource from which the described resource is derived Journal of Irrigation and Drainage Engineering, Vol-148, No. 1 Publisher An entity responsible for making the resource available American Society of Civil Engineers (ASCE) Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1061/(ASCE)IR.1943-4774.0001645" target="_blank" rel="noreferrer noopener">https://doi.org/10.1061/(ASCE)IR.1943-4774.0001645</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85118392133&amp;doi=10.1061%2F%28ASCE%29IR.1943-4774.0001645&amp;partnerID=40&amp;md5=a5222f39d9471324ad16b2a52d6e1ef7" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85118392133&amp;doi=10.1061%2f%28ASCE%29IR.1943-4774.0001645&amp;partnerID=40&amp;md5=a5222f39d9471324ad16b2a52d6e1ef7</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 7339437 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Mohanta A., Dept. of Mechanical Engineering, Vellore Institute of Technology, Tamil Nadu, Vellore, 632014, India; Pradhan A., Dept. of Civil Engineering, School of Engineering and Technology, CHRIST (Deemed to Be Univ.), Karnataka, Bengaluru, 560029, India; Patra K.C., Dept. of Civil Engineering, NIT Rourkela, Odisha, Rourkela, 769008, India