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Introduction to High-Throughput Materials Development
  • Level Professional
  • المدة 16 ساعات hours
  • الطبع بواسطة Georgia Institute of Technology
  • Offered by

عن

This course is an introduction to high-throughput experimental methods that accelerate the discovery and development of new materials. It is well recognized that the discovery of new materials is the key to solving many technological problems faced by industry and society. These problems include energy production and utilization, carbon capture, tissue engineering, and sustainable materials production, among many others. This course will introduce the learner to a remarkable new approach to materials discovery and characterization: high-throughput materials development (HTMD). Engineers and scientists working in industry, academic or government will benefit from this course by developing an understanding of how to apply one element of HTMD, high-throughput experimental methods, to real-world materials discovery and characterization problems. Internationally leading faculty experts will provide a historical perspective on HTMD, describe preparation of ‘library’ samples that cover hundreds or thousands of compositions, explain techniques for characterizing the library to determine the structure and various properties including optical, electronic, mechanical, chemical, thermal, and others. Case studies in energy, transportation, and biotechnology are provided to illustrate methodologies for metals, ceramics, polymers and composites. The Georgia Tech Institute for Materials (IMat) developed this course in order to introduce a broad audience to the essential elements of the Materials Genome Initiative. Other courses will be offered by Georgia Tech through Coursera to concentrate on integrating (i) high-throughput experimentation with (ii) modeling and simulation and (iii) materials data sciences and informatics. After completing this course, learners will be able to • Identify key events in the development of High-Throughput Materials Development (HTMD) • Communicate the benefits of HTMDwithin your organization. • Explain what is meant by high throughput methods (both computational and experimental), and their merits for materials discovery/development. • Summarize the principles and methods of high throughput creation/processing of material libraries (samples that contain 100s to 1000s of smaller samples). • State the principles and methods for high-throughput characterization of structure. • State the principles and methods for high throughput property measurements. • Identify when high-throughput screening (HTS) will be valuable to a materials discovery effort. • Select an appropriate HTS method for a property measurement of interest. • Identify companies and organizations working in this field and use this knowledge to select appropriate partners for design and implementation of HTS efforts. • Apply principles of experimental design, library synthesis and screening to solve a materials design challenge. • Conceive complete high-throughput strategies to obtain processing-structure-property (PSP) relationships for materials design and discovery.

الوحدات

Introduction and Course Overview

    • 7 Readings
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7 Readings

  • Target Audience
  • Course Format and Syllabus
  • Guest Instructors
  • Recommended Background
  • Acknowledgements
  • Get More from Georgia Tech
  • Consent Form

2.1 Introduction

    • 1 Videos
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1 Videos

  • Introduction

2.2 Overview of the MGI Approach and How HTMD Fits

    • 1 Videos
    • 1 Discussion
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1 Discussions

  • Research Assignment

1 Videos

  • Overview of the MGI Approach and How HTMD Fits

2.3 Complexity in Materials Design

    • 2 Videos
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2 Videos

  • Complexity in Materials Design Part 1
  • Complexity in Materials Design Part 2

2.4 Early History Leading up to HTMD

    • 1 Videos
    • 1 Readings
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1 Videos

  • Early History Leading up to HTMD

1 Readings

  • Early History Leading up to HTMD

2.5 Recent History of HTMD

    • 1 Videos
    • 1 Readings
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1 Videos

  • Recent History of HTMD

1 Readings

  • Recent History of HTMD

2.6 Types of High-Throughput Strategies

    • 1 Videos
    • 1 Readings
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1 Videos

  • Types of High-Throughput Strategies

1 Readings

  • Types of High-Throughput Strategies

2.7 Role of Computational Methods

    • 1 Videos
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1 Videos

  • High-Throughput Computational Screening

2.8 Where To Go to Get Started

    • 1 Videos
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1 Videos

  • Where To Go to Get Started

2.9 End of Module Assessment

    • 1 Assignment
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1 Assignment

  • Introduction

Untitled Lesson

    • 1 Readings
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1 Readings

  • Earn a Georgia Tech Badge/Certificate/CEUs

3.1 Introduction

    • 1 Videos
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1 Videos

  • Introduction

3.2 Experimental Design

    • 2 Videos
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2 Videos

  • Introduction to Experimental Design
  • Model-Based Experimental Design

3.3 Polymers

    • 3 Videos
    • 1 Readings
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3 Videos

  • Synthesis of Polymers
  • Polymer Processing Part 1
  • Polymer Processing Part 2

1 Readings

  • Polymer Processing

3.5 Additive Manufacturing – Polymers

    • 1 Videos
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1 Videos

  • Additive Manufacturing – Introduction

3.6 Metal Alloy Libraries – Introduction

    • 2 Videos
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2 Videos

  • Metal Alloy Libraries – Introduction Part 1
  • Metal Alloy Libraries – Introduction Part 2

3.7 Inorganic Thin-Film Deposition

    • 2 Videos
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2 Videos

  • Vapor Deposition of Thin Films - Introductory Concepts
  • Vapor Deposition of Thin Films - Making Libraries

3.8 Diffusion Multiples

    • 1 Videos
    • 1 Readings
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1 Videos

  • Diffusion Multiples

1 Readings

  • Additional details on Diffusion Multiples

3.9 Additive Manufacturing – Metals and Ceramics

    • 1 Videos
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1 Videos

  • Additive Manufacturing – Metals

3.10 Bulk Alloy Libraries - Microstructure Gradients

    • 3 Videos
    • 1 Readings
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3 Videos

  • Bulk Alloy Libraries - Microstructure Gradients
  • Microstructure Gradient Alloy Libraries Generated by Non-uniform Heating and Cooling
  • Microstructure Gradient Alloy Libraries Generated by Non-uniform Deformations

1 Readings

  • Jominy End Quench Heat Flow Simulation

3.11 Rapid Alloy Prototyping

    • 1 Videos
    • 1 Readings
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1 Videos

  • Rapid Alloy Prototyping

1 Readings

  • Rapid Alloy Prototyping

3.12 End of Module Assessment

    • 1 Assignment
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1 Assignment

  • Library Preparation

4.1 Introduction

    • 1 Videos
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1 Videos

  • Introduction

4.2 Composition and Structure of Polymers

    • 3 Videos
    • 1 Readings
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3 Videos

  • Composition and Structure of Polymers
  • Physical Structure of Polymers
  • Chemical Structure of Polymers

1 Readings

  • Composition and Structure of Polymers

4.3 Composition and Structure of Inorganic Materials

    • 3 Videos
    • 2 Readings
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3 Videos

  • Composition of Inorganics
  • Detection of Phase Transformations
  • Crystal Structure of Inorganics

2 Readings

  • In-depth reading on HT methods for inorganic materials
  • In-depth reading on detection of phase transformations

4.4 End of Module Assessment

    • 1 Assignment
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1 Assignment

  • High-Throughput Characterization of Composition and Structure

5.1 Introduction

    • 1 Videos
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1 Videos

  • Introduction

5.2 Optical Properties

    • 1 Videos
    • 1 Readings
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1 Videos

  • Optical Properties

1 Readings

  • Optical Properties

5.3 Electrical and Thermal Transport Properties

    • 1 Videos
    • 1 Readings
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1 Videos

  • Electrical and Thermal Transport Properties

1 Readings

  • Electrical and Thermal Transport Properties

5.4 Mechanical Properties

    • 7 Videos
    • 3 Readings
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7 Videos

  • Introduction
  • Strength
  • Instrumented Indentation Test
  • Measurements using Indentation Methods
  • Fracture Toughness
  • Indentation Testing - Polymers and Coatings
  • Abrasion, Scratch, and Buckling

3 Readings

  • Additional details on measuring strength at microscales
  • Additional details on spherical nanoindentation stress-strain curves
  • In-depth reading

5.5 Chemical Properties

    • 2 Videos
    • 1 Readings
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2 Videos

  • Catalysis
  • Sorption, Adsorption & Diffusion

1 Readings

  • In-depth reading

5.6 Biological Activity: Cell Culture

    • 1 Videos
    • 1 Readings
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1 Videos

  • Biological Activity: Cell Culture

1 Readings

  • Biological Activity: Cell Culture

5.7 Corrosion Susceptibility

    • 3 Videos
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3 Videos

  • Introduction to Corrosion
  • Corrosion Testing Part 1
  • Corrosion Testing Part 2

5.8 End of Module Assessment

    • 1 Assignment
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1 Assignment

  • High-Throughput Property Measurements

6.1 Polymers for Proton Exchange Membranes in Fuel Cells

    • 3 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Polymers for Proton Exchange Membranes in Fuel Cells

3 Videos

  • Introduction
  • Polymers for Proton Exchange Membranes in Fuel Cells – Part 1
  • Polymers for Proton Exchange Membranes in Fuel Cells – Part 2

1 Readings

  • Polymers for Proton Exchange Membranes in Fuel Cells

6.2 Structural Alloys for Energy and Transport

    • 4 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Structural Alloys for Energy and Transport

4 Videos

  • Structural Alloys for Energy and Transport - Part 1
  • Structural Alloys for Energy and Transport - Part 2
  • Structural Alloys for Energy and Transport - Part 3
  • Structural Alloys for Energy and Transport - Part 4

1 Readings

  • Structural Alloys for Energy and Transport

6.3 Exploration of PSP Linkages in Dual Phase Steel

    • 5 Videos
    • 1 Readings
    • 1 Assignment
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1 Assignment

  • Exploration of PSP Linkages in Dual Phase Steel

5 Videos

  • Exploration of PSP Linkages in Dual Phase Steel - Introduction
  • Exploration of PSP Linkages in Dual Phase Steel - Property Measurements
  • Exploration of PSP linkages in Dual Phase Steel - Microstructure Quantification
  • Exploration of PSP Linkages in Dual Phase Steel - Property-Structure-Process-Linkages
  • Exploration of PSP Linkages in Dual Phase Steel - High-throughput Sample Prototyping

1 Readings

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Auto Summary

Explore the cutting-edge field of High-Throughput Materials Development (HTMD) with Georgia Tech's expert-led course on Coursera. Ideal for engineers and scientists, this professional-level course delves into experimental methods that speed up the discovery of new materials crucial for solving technological challenges in energy, transportation, biotechnology, and more. Over 960 minutes, learn to design, process, and characterize material libraries, with practical case studies and insights into industry applications. Available through Starter and Professional subscriptions, this course equips you with the skills to innovate in materials science.

Dr. Richard W. Neu
Instructors

Dr. Richard W. Neu

Dr. J. Carson Meredith
Instructors

Dr. J. Carson Meredith