Lectures

Here You will find the pdf files of the Lectures.

Sep 2, Lecture 1: Introduction to AC274

Sep 7-9: Lectures 2-3: Finite Difference Method for Transport Equations

Sep 14: Lecture 4: Solving Advection-Diffusion-Reaction Equations: Practice

Sep 16: Lecture 5: Finite Difference Methods for Linear Conservation Equations

Sep 21: Lecture 6: Finite Difference Methods for Nonlinear Conservation Equations

Sep 23: Lecture 7: Solving Linear and Nonlinear Conservation Equations: Practice

Sep 28: Lecture 8: Introducing the Finite Volume Method (P. Mocz, Harvard)

Sep 30: Lecture 9: Finite Volume methods for Inviscid Fluid Equations (P. Mocz, Harvard)

Oct. 5: Lecture 10: Numerical Solution of Quantum Wave Equations: Theory

Oct 7: Lecture 11: Numerical Solution of Quantum Wave Equations: Practice

Oct 12: Lecture 12: Basics of the Finite Element Method

Oct 14: Lecture 13: Finite Element Method: Practice

Oct 19: Lecture 14: Machine-Learning-Assisted Simulation in Condensed Matter (E. Kaxiras, Harvard)

Oct 21: Lecture 15: Introduction to the Lattice Boltzmann Method

Oct 26: Lecture 16: Lattice Boltzmann Method for Fluid Flows

Oct 28: Lecture 17: Lattice Boltzmann Simulation of Complex Flows: Theory (G. Falcucci)

Nov 2: Lecture 18: Lattice Boltzmann Simulation of Complex Flows: Practice (G. Falcucci)

Nov 4: Lecture 19: The Harvard Lattice Boltzmann Simulator (B. Weynstein, Harvard)

Nov 9: Lecture 20: Basics of Data Analysis

Nov 11:  Lecture 21: Dynamic Sampling

Nov 16: Lecture 22: Data Analysis of Turbulent Signals

Nov 18: Lecture 23: Kinetic Models of Wealth Distribution (B. Boghosian, Tufts)

Nov 23: Lecture 24: Introduction to Molecular Dynamics

Nov 25: Lecture 25: Particle Models for Active Matter

Nov 30:  Preview of the Final Projects

 

lecture1.pdf14.25 MB
lectures2and3.pptx10.57 MB
lecture4_practice.pptx2.37 MB
lecture5.ppt4.55 MB
lecture5_practice.pptx173 KB
lecture6-7.pptx6.94 MB
lecture6-7practice.ppt149 KB
lecture8.pptx2.14 MB
lecture9.pdf7.16 MB
lectures10-11.ppt9.06 MB
lectures10-11_practice.pdf105 KB
lecture12.pptx6.93 MB
lecture13.pptx10.69 MB
lecture14.pptx13.08 MB
lecture15.ppt6.85 MB
lecture16.ppt12.39 MB
lecture17.pdf17.63 MB
lecture18.pdf7.73 MB
lecture19.pdf26.86 MB
lecture20.ppt6.93 MB
lecture21.ppt3.79 MB
lecture22.ppt20.15 MB
lecture24.ppt10.29 MB