Dr. Aali Pant is a Assistant Professor Grade II in the Department of Civil & Infrastructure Engineering, Indian Institute of Technology, Jodhpur. She graduated in B.Tech, Civil Engineering from College Of Technology, G.B.P.U.A&T, Pantnagar. She post-graduated in Master of Technology (M.Tech.), Geotechnical Engineering from Indian Institute of Technology, Roorkee. She also completed her Doctor of Philosophy (Ph.D.), Geotechnical and Geoenvironmental Engineering from Indian Institute of Technology, Delhi. She currently working on using machine learning (ML) in geotechnical applications. Here, she develop models using different ML algorithms to predict properties of soils and soil like materials. Graphical user interface are then developed for end-user to use these models for prediction of properties using basic soil parameters.
Prediction of pullout interaction coefficient of geogrids by extreme gradient boosting model