Experiment and Theory to Inform Industrial Graphene Manufacturing: Building Up the Materials Genome

Abstract

The purpose of this study was to address mechanical deformation of 2D systems to later correlate with device performance and improve fabrication. Our group has reported innovative approaches to fundamentally characterize effects of fabrication and processing on rippled and strained graphene on a quantitative level, with molecular sensitivity, at wafer scales. This approach has merged state of the art synchrotron hyperspectral detectors with advanced theoretical calculations and data analytics. Looking forward, this effort will gain from the addition of expertise in the realm of data analytics and artificial intelligence (AI).

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Nov 25, 2019
Accession Number
AD1096410

Entities

People

  • Eva Campo
  • Paul Spencer

Organizations

  • Bangor University

Tags

Communities of Interest

  • Advanced Electronics

DTIC Thesaurus Topics

  • Air Force
  • Air Force Research Laboratories
  • Artificial Intelligence
  • Big Data
  • Data Analysis
  • Fabrication
  • Fullerenes
  • Graphene
  • Linear Accelerators
  • Manufacturing
  • Materials
  • Materials Processing
  • Spectroscopy
  • Standards
  • Two-Dimensional Materials
  • Universities
  • Wearable Technology

Fields of Study

  • Physics

Readers

  • Distributed Systems and Data Platform Development
  • Integrated Circuit Design and Technology.
  • Molecular Photonics/Laser Physics

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • Microelectronics
  • Microelectronics - Graphene