1. Diffusion Maps and its Applications to Time series Forecasting and Filtering and Second Order Elliptic PDEs Open Access Author: Gilani, Faheem Title: Diffusion Maps and its Applications to Time series Forecasting and Filtering and Second Order Elliptic PDEs Graduate Program: Mathematics Keywords: Machine Learningkernel methodsnerural networkschaotic dynamicsmanifold learningdiffusion mapsENSO File: Download Dissertation_2.pdf Committee Members: Alberto Bressan, Major Field MemberJohn Harlim, Chair & Dissertation AdvisorBharath Kumar Sriperumbudur, Outside Unit & Field MemberXiantao Li, Major Field MemberCarina Curto, Program Head/Chair