E SC - 483: Simulation and Design of Nanostructures

 
Contact:Dr. Melik Demirel

Course Description
 
Students will learn the simulation techniques and the design rules of nanostructures. Basic concepts of computer modeling will be introduced using quantum and classical approaches. Fundamental physical phenomena encountered in the molecular fields of computational physics, chemistry, and biology will be studied. Applications are drawn from a broad range of fields including soft and condensed matter to build an understanding of nanostructures.
 
Course Content
 
a. Overview of Computer Simulation

i. History of computer simulations
ii. Simulations at multi-length scale (nano, meso, micro)
iii. Experimental observations and linking to simulations

b. Simulation Fundamentals:

i. Quantum Mechanics
ii. Pseudopotentials
iii. Force Fields from QM
iv. Empirical Force Fields
v. Molecular Dynamics Methods
vi. Monte Carlo Methods
vii. Coarse Grain Models
viii. System level approaches

c. Applications and Design Rules

i. Bio-molecular Systems: Proteins, Nucleic Acids, Drug Design
ii. Reactions Selection Rules and Rates at Surfaces
iii. Polymers: Statistical approaches, network dynamics
iv. Semiconductors: Surfaces and Defects in Solids
v. Metals: Bonding in Bulk Metals, Metallic Alloys, Dislocations
vi
. Carbon: Fullerenes and Nanotubes
vii. Nanotechnology and Self-Assembly
viii. Cellular systems biology: reaction diffusion equations, biological networks
 
Major topics and time allotments
 
Time allotments and topic covered are given in Table 1. The period allocation of Table 1 is based on a Tuesday/Thursday offering with 75 minute periods

Table 1.

MAJOR TOPIC

TIME ALLOTMENT*

Overview of Computer Simulation

2 periods

Quantum Mechanics

4 periods

Molecular Mechanics

2 periods

Pseudopotentials, Empirical Force Fields, Force Fields from QM

2 periods

Molecular Dynamics Methods, Monte Carlo Methods

2 periods

Coarse Grain Models, System level approaches

2 periods

Bio-molecular Systems: Proteins, Nucleic Acids, Drug Design

2 periods

Reactions Selection Rules and Rates at Surfaces

1 periods

Polymers: Statistical approaches, network dynamics

2 periods

Semiconductors: Surfaces and Defects in Solids

2 periods

Metals: Bonding in Bulk Metals, Metallic Alloys, Dislocations

2 periods

Carbon: Fullerenes and Nanotubes

2 periods

Nanotechnology and Self-Assembly

1 periods

Cellular systems biology: reaction diffusion equations, biological networks

2 periods

 

Required Book:

Understanding Molecular Simulation
by Daan Frenkel, Berend Smit

Publisher: Academic Press; 2 edition (October 15, 2001) ISBN: 0122673514

 

Suggested Books:

Molecular Modelling: Principles and Applications (2nd Edition)
by Andrew Leach
Publisher: Prentice Hall; 2 edition (March 30, 2001) ISBN: 0582382106


Protein Physics: A Course of Lectures
by Alexei V. Finkelstein, Oleg Ptitsyn

Publisher: Harcourt; (May 14, 2002) ISBN: 0122567811 

Introduction to Modern Statistical Mechanics
by David Chandler

Publisher: Oxford University Press; (September 1, 1987) ISBN: 0195042778

Computer Simulation of Liquids
by M.P. Allen, D.J. Tildesley
Publisher: Oxford University Press; Reprint edition (August 1, 1989) ISBN: 0198556454