Resources (1-12 of 12)

1. Discrete Nonlinear Optimization: Modeling and Solutions via Novel Hardware and Decomposition Algorithms

   Online Presentations | 07 Feb 2024 | Contributor(s):: David E. Bernal Neira

   Optimization problems arise in different areas of Logistics, Manufacturing, Process Systems Engineering (PSE), and Energy Systems Engineering, and solving these problems efficiently is essential for addressing important industrial applications.Quantum computers have the potential to efficiently...

2. Simulation Tools for Optimizing the Electrode Geometry of an In-Plane Unimorph Piezoelectric Microactuator

   Downloads | 05 Oct 2023 | Contributor(s):: Parker Megginson, Wesley Lowman, Jason Clark, Ryan Clarson

   This resource is intended to help piezoelectric unimorph designers in determining the ideal electrode width ratio for a given layer thickness. The reasoning behind the simulations and results are shown in a publication titled "Optimizing the Electrode Geometry of an In-Plane Unimorph...

3. Batch Reification Fusion Optimization (BAREFOOT) Framework

   Online Presentations | 09 Jun 2021 | Contributor(s):: Richard Couperthwaite

   This tutorial will present the fundamentals of multi-fidelity fusion as well as Sequential and Batch Bayesian Optimization as possible optimization approaches that can be integrated with high accuracy computational models or experimental procedures to speed up the optimization or design of...

4. A Batch Reification/Fusion Optimization Framework for Bayesian-based Material Optimization

   Tools | 27 Apr 2021 | Contributor(s):: Richard Couperthwaite, Raymundo Arroyave

   This tool is a Bayesian optimization framework that allows for a combination of a multi-fidelity (Reification/Fusion) optimization approach with a Batch Bayesian Approach.

5. Interactive Learning Tools for Scientific Computing and Data Analysis Using R

   Tools | 29 Jul 2020 | Contributor(s):: Cindy Nguyen, Rei Sanchez-Arias

   Root-finding methods and numerical optimization techniques with applications in science, engineering, and data analysis

6. Process Optimization of Graphene Growth

   Tools | 24 Jul 2017 | Contributor(s):: Atharva Hans, Ilias Bilionis, Timothy S Fisher, Majed Abdullah Alrefae, Nimish M Awalgaonkar, Piyush Pandita

   Optimizes the growth of graphene in a plasma chemical vapor deposition (CVD) system.

7. A Distributed Algorithm for Computing a Common Fixed Point of a Family of Paracontractions

   Online Presentations | 30 May 2017 | Contributor(s):: A. Stephen Morse

   In this talk a distributed algorithm is described for finding a common fixed point of a family of m paracontractions assuming that such a common fixed point exists. The common fixed point is simultaneously computed by m agents assuming each agent knows only paracontraction, the current estimates...

8. Battery Optimization

   Tools | 27 Jul 2016 | Contributor(s):: Lefei Zhang, Guang Lin, Salar Safarkhani

   Tool for modeling Porous Lithium-Ion Batteries for optimization and uncertainty quantification.

9. Stochastic Multi-Objective Optimization Tool

   Tools | 29 Jun 2016 | Contributor(s):: Juan Sebastian Martinez, Martin Figura, Ilias Bilionis, Piyush Pandita, Rohit Kaushal Tripathy

   Perform multi-objective optimization for limited observations of expensive experiments

10. Cluster Optimization BGO 01

    Tools | 29 Jul 2015 | Contributor(s):: Ilias Bilionis, Yinuo Li

    Cluster Optimization Using Bayesian Global Optimization

11. Genetic algorithm

    Tools | 29 Jul 2011 | Contributor(s):: Yongxin Yao

    A simple cut-paste-mutation genetic evolution method

12. Nanoelectronic Modeling Lecture 40: Performance Limitations of Graphene Nanoribbon Tunneling FETS due to Line Edge Roughness

    Online Presentations | 08 Jul 2010 | Contributor(s):: Gerhard Klimeck, Mathieu Luisier

    This presentation the effects of line edge roughness on graphene nano ribbon (GNR) transitors..Learning Objectives:GNR TFET Simulation pz Tight-Binding Orbital Model 3D Schrödinger-Poisson Solver Device Simulation Structure Optimization (Doping, Lg, VDD) LER => Localized Band Gap States LER =>...