Pushing Boundaries of Thermal Transport and Sustainable Energy: From First Principles Predictions to Scalable Applications
05 Jan 2021 | Online Presentations | Contributor(s): Xiulin Ruan
This talk will overview our recent innovations in thermal transport and sustainable energy, by pushing the boundaries ranging from fundamental first principles predictions to scalably manufactured systems. The first part of the talk will cover predictive first principles and molecular dynamics...
ME 697R Lecture 8.5: Machine Learning Techniques - Prediction of Thermal Properties
09 Apr 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 8.4: Machine Learning Techniques - High Throughput Computation-Driven Material Discovery
ME 697R Lecture 8.3B: Machine Learning Techniques - Machine Learning Based Nanostructure Optimization II
ME 697R Lecture 8.3A: Machine Learning Techniques - Machine Learning Based Nanostructure Optimization I
ME 697R Lecture 8.2: Machine Learning Techniques - Machine Learning Based Interatomic Potentials (MLIPs)
02 Apr 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 8.1: Machine Learning Techniques - Overview
ME 697R Lecture 7.4: Multiscale Multiphysics Simulations - Optical and Radiative Transport
ME 697R Lecture 7.1: Multiscale Multiphysics Simulations - Overview
ME 697R Lecture 5.9B: First Principles Method - First Principles Prediction of Local Thermal Non-equilibrium II
27 Mar 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.9A: First Principles Method - First Principles Prediction of Local Thermal Non-equilibrium I
ME 697R Lecture 5.8: First Principles Method - First Principles Calculations of Optical Properties
23 Mar 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.7A: First Principles Method - First Principles Calculations of Thermal Conductivity I
ME 697R Lecture 7.2: Multiscale Multiphysics Simulations - Thermoelectric Transport in PbTe
05 Dec 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 6: Monte Carlo Method
ME 697R Lecture 5.6: First Principles Method - First Principles Calculations of Electron-Phonon Coupling and Electrical Conductivity
13 Nov 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.5B: First Principles Method - Development of Empirical Interatomic Potentials using DFT II
12 Nov 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.5A: First Principles Method - Development of Empirical Interatomic Potentials using DFT I
18 Feb 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.4: First Principles Method - Lattice Dynamces and Moleular Dynamics
16 Jan 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.3B: First Principles Method - Density Functional Theory II
10 Jan 2020 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.3A: First Principles Method - Density Functional Theory I
30 Oct 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.2: First Principles Method - Electronic Structure of Solids
29 Oct 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 5.1: First Principles Method - Electronic Structure of Atoms and Molecules
24 Oct 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 3.9: Molecular Dynamics - Modal Methods
02 Oct 2019 | Online Presentations | Contributor(s): Xiulin Ruan
ME 697R Lecture 3.8: Molecular Dynamics - Introduction to LAMMPS
26 Nov 2019 | Online Presentations | Contributor(s): Xiulin Ruan