
Multilevel Markov Chain Monte Carlo for Uncertainty Quantification in Subsurface Flow
04 Feb 2016  Online Presentations  Contributor(s): Christian Ketelsen
The multilevel Monte Carlo method has been shown to be an effective variance reduction technique for quantifying uncertainty in subsurface flow simulations when the random conductivity field can...
http://nanohub.org/resources/23518

High Dimensional Uncertainty Quantification via Multilevel Monte Carlo
04 Feb 2016  Online Presentations  Contributor(s): Hillary Fairbanks
Multilevel Monte Carlo (MLMC) has been shown to be a cost effective way to compute moments of desired quantities of interest in stochastic partial differential equations when the uncertainty in...
http://nanohub.org/resources/23522

Study of the Interface Roughness Models using 3D Finite Element Schrödinger Equation Corrected Monte Carlo Simulator on Nanoscaled FinFET
25 Jan 2016  Online Presentations  Contributor(s): Daniel Nagy, Muhammad Ali A. Elmessary, Manuel Aldegunde, Karol Kalna
IWCE 2015 presentation. Interface roughness scattering (IRS) is one of the key limiting scattering mechanism for both planar and nonplanar CMOS devices. To predict the performance of future...
http://nanohub.org/resources/23299

Sensitivity Analysis of Multiscale Reaction Networks with Stochastic Averaging
25 Jan 2016  Online Presentations  Contributor(s): Araz Ryan Hashemi
We shall show how stochastic averaging may be employed to speed computations and obtain estimates of mean values and sensitivities with respect to the steady state distribution. Further, we shall...
http://nanohub.org/resources/23421

Anisotropic Schrödinger Equation Quantum Corrections for 3D Monte Carlo Simulations of Nanoscale Multigate Transistors
05 Jan 2016  Online Presentations  Contributor(s): Karol Kalna, Muhammad Ali A. Elmessary, Daniel Nagy, Manuel Aldegunde
IWCE 2015 presentation. We incorporated anisotropic 2D Schrodinger equation based quantum corrections (SEQC) that depends on valley orientation into a 3D Finite Element (FE) Monte Carlo (MC)...
http://nanohub.org/resources/23314

Atomistic Modeling: Past, Present, and Future, MGI, ICME, etc.
03 Nov 2015  Online Presentations  Contributor(s): Paul Saxe
I will present a perspective on atomistic modeling — tools using quantum methods such as DFT, as well as molecular dynamics and Monte Carlo methods based on forcefields — over the past...
http://nanohub.org/resources/23041

Lecture 3: The Wigner Monte Carlo Method for Density Functional Theory
18 Nov 2014  Online Presentations  Contributor(s): Jean Michel D Sellier
In this lecture, Dr. Sellier discusses the Wigner Monte Carlo method in the framework of density functional theory (DFT).
http://nanohub.org/resources/21700

ECE 695A Lecture 14a: Voltage Dependent HCI I
19 Feb 2013  Online Presentations  Contributor(s): Muhammad Alam
Outline:
Background and Empirical Observations
Theory of Hot Carriers: Hydrodynamic Model
Theory of Hot Carriers: Monte Carlo Model
Theory of Hot Carriers: Universal...
http://nanohub.org/resources/16895

ECE 695A Lecture 14b: Voltage Dependent HCI II
19 Feb 2013  Online Presentations  Contributor(s): Muhammad Alam
Outline:
Background and Empirical Observations
Theory of Hot Carriers: Hydrodynamic Model
Theory of Hot Carriers: Monte Carlo Model
Theory of Hot Carriers: Universal...
http://nanohub.org/resources/16896

[Illinois] CSE Seminar Series: Advances in Firstprinciples Computational Materials Science
20 Nov 2012  Online Presentations  Contributor(s): Elif Ertekin
Title: Advances in firstprinciples computational materials science
Subtitle: Things we can calculate now, that we couldn't when I was in grad school.
The capability to rationally design new...
http://nanohub.org/resources/15919

Particle Simulations of Ion Generation and Transport in Microelectromechanical Systems and Micropropulsion
29 May 2012  Online Presentations  Contributor(s): Venkattraman Ayyaswamy
The first part of the talk deals with use of the PIC method with Monte Carlo collisions (MCC) between electrons and the ambient neutral gas to develop models to predict charge accumulation,...
http://nanohub.org/resources/14112

ECE 656 Lecture 41: Transport in a Nutshell
21 Feb 2012  Online Presentations  Contributor(s): Mark Lundstrom
http://nanohub.org/resources/12717

ECE 656 Lecture 34a: Monte Carlo Simulation I
21 Feb 2012  Online Presentations  Contributor(s): Mark Lundstrom
Outline
Introduction
Review of carrier scattering
Simulating carrier trajectories
Free flight
Collision
Update after collision
Putting it all together
Summary
http://nanohub.org/resources/12708

ECE 656 Lecture 34b: Monte Carlo Simulation II
21 Feb 2012  Online Presentations  Contributor(s): Mark Lundstrom
Outline
Introduction
Review of carrier scattering
Simulating carrier trajectories
Free flight
Collision
Update after collision
Putting it all together
Summary
http://nanohub.org/resources/12709

ECE 656 Lecture 32: Balance Equation Approach III
19 Jan 2012  Online Presentations  Contributor(s): Mark Lundstrom
Outline:
Review of L31
Carrier temperature and heat flux
Heterostructures
Summary
http://nanohub.org/resources/12706

Discussion about Ion Channels Using Reduced Model Approaches
21 Sep 2011  Online Presentations  Contributor(s): James Fonseca
The seminar will cover the reasons how the channels are able to selectively permit the flow of certain species of ions while blocking other physiological cations.
http://nanohub.org/resources/12120

ECE 656 Lecture 31: Monte Carlo Simulation
01 Dec 2009  Online Presentations  Contributor(s): Mark Lundstrom
Outline:
Introduction
Review of carrier scattering
Simulating carrier trajectories
Free flight
Collision
Update after collision
Putting it all together
Summary
http://nanohub.org/resources/7886

ECE 656 Lecture 30: Balance Equation Approach III
01 Dec 2009  Online Presentations  Contributor(s): Mark Lundstrom
Outline
Carrier Temperature and Heat Flux
Balance equations in 3D
Heterostructures
Summary
http://nanohub.org/resources/7885

Illinois PHYS 466, Lecture 18: Kinetic Monte Carlo (KMC)
04 May 2009  Online Presentations  Contributor(s): David M. Ceperley, Omar N Sobh
http://nanohub.org/resources/6732

Quantum and Thermal Effects in Nanoscale Devices
18 Sep 2008  Online Presentations  Contributor(s): Dragica Vasileska
To investigate lattice heating within a Monte Carlo device simulation framework, we simultaneously solve the Boltzmann transport equation for the electrons, the 2D Poisson equation to get the...
http://nanohub.org/resources/5448