Introduction to High-Throughput Materials Development

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Opleiderscore: starstarstarstar_borderstar_border 6,3 Coursera heeft een gemiddelde beoordeling van 6,3 (uit 4 ervaringen)

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Beschrijving

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About this course: 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 …

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When you enroll for courses through Coursera you get to choose for a paid plan or for a free plan

  • Free plan: No certicification and/or audit only. You will have access to all course materials except graded items.
  • Paid plan: Commit to earning a Certificate—it's a trusted, shareable way to showcase your new skills.

About this course: 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.

Who is this class for: advanced undergraduate and graduate students, and professional scientists, engineers, and project designers in industry, academia, and government.

Created by:  Georgia Institute of Technology
  • Taught by:  Dr. Richard W. Neu, Professor

    The George W. Woodruff School of Mechanical Engineering
  • Taught by:  Dr. J. Carson Meredith, Professor, Associate Chair for Graduate Studies, and J. Carl Pirkle Sr. Faculty Fellow

    School of Chemical & Biomolecular Engineering
Level Intermediate Commitment 5 weeks of study, 2-4 hours/week Language English How To Pass Pass all graded assignments to complete the course. User Ratings 4.7 stars Average User Rating 4.7See what learners said 课程作业

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Georgia Institute of Technology The Georgia Institute of Technology is one of the nation's top research universities, distinguished by its commitment to improving the human condition through advanced science and technology. Georgia Tech's campus occupies 400 acres in the heart of the city of Atlanta, where more than 20,000 undergraduate and graduate students receive a focused, technologically based education.

Syllabus


WEEK 1


Welcome
What you should know before you start the course


7 readings expand


  1. 阅读: Target Audience
  2. 阅读: Course Format and Syllabus
  3. 阅读: Guest Instructors
  4. 阅读: Recommended Background
  5. 阅读: Acknowledgements
  6. 阅读: Get from Georgia Tech
  7. 阅读: Consent Form


Introduction



Frame the grand problem of materials design and how the Materials Genome Initiative approach, which encompasses high-throughput computational and experimental techniques as essential elements, will accelerate materials discovery and development. Provide a historical perspective and future outlook.


9 videos, 4 readings expand


  1. Video: Introduction
  2. Video: Overview of the MGI Approach and How HTMD Fits
  3. 讨论提示: Research Assignment
  4. Video: Complexity in Materials Design Part 1
  5. Video: Complexity in Materials Design Part 2
  6. Video: Early History Leading up to HTMD
  7. 阅读: Early History Leading up to HTMD
  8. Video: Recent History of HTMD
  9. 阅读: Recent History of HTMD
  10. Video: Types of High-Throughput Strategies
  11. 阅读: Types of High-Throughput Strategies
  12. Video: High-Throughput Computational Screening
  13. Video: Where To Go to Get Started
  14. 阅读: Earn a Georgia Tech Badge/Certificate/CEUs

Graded: Introduction

WEEK 2


Library Preparation



This module covers methods to experimentally generate discrete or gradient material libraries for interrogating the influence of composition or microstructure on properties; various process and synthesis methods for different classes of materials are considered


17 videos, 4 readings expand


  1. Video: Introduction
  2. Video: Introduction to Experimental Design
  3. Video: Model-Based Experimental Design
  4. Video: Synthesis of Polymers
  5. Video: Polymer Processing Part 1
  6. Video: Polymer Processing Part 2
  7. 阅读: Polymer Processing
  8. Video: Additive Manufacturing – Introduction
  9. Video: Metal Alloy Libraries – Introduction Part 1
  10. Video: Metal Alloy Libraries – Introduction Part 2
  11. Video: Vapor Deposition of Thin Films - Introductory Concepts
  12. Video: Vapor Deposition of Thin Films - Making Libraries
  13. Video: Diffusion Multiples
  14. 阅读: Additional details on Diffusion Multiples
  15. Video: Additive Manufacturing – Metals
  16. Video: Bulk Alloy Libraries - Microstructure Gradients
  17. Video: Microstructure Gradient Alloy Libraries Generated by Non-uniform Heating and Cooling
  18. Video: Microstructure Gradient Alloy Libraries Generated by Non-uniform Deformations
  19. 阅读: Jominy End Quench Heat Flow Simulation
  20. Video: Rapid Alloy Prototyping
  21. 阅读: Rapid Alloy Prototyping

Graded: Library Preparation

WEEK 3


High-Throughput Characterization of Composition and Structure
This module covers techniques suitable for measuring the elemental composition and the structure in the material libraries; techniques for different classes of materials are considered.


7 videos, 3 readings expand


  1. Video: Introduction
  2. Video: Composition and Structure of Polymers
  3. 阅读: Composition and Structure of Polymers
  4. Video: Physical Structure of Polymers
  5. Video: Chemical Structure of Polymers
  6. Video: Composition of Inorganics
  7. 阅读: In-depth reading on HT methods for inorganic materials
  8. Video: Detection of Phase Transformations
  9. 阅读: In-depth reading on detection of phase transformations
  10. Video: Crystal Structure of Inorganics

Graded: High-Throughput Characterization of Composition and Structure

WEEK 4


High-Throughput Property Measurements
This module covers techniques to experimentally conduct property measurements suitable for high-throughput screening; optical, electronic, mechanical, chemical, and thermal properties are considered.


16 videos, 7 readings expand


  1. Video: Introduction
  2. Video: Optical Properties
  3. 阅读: Optical Properties
  4. Video: Electrical and Thermal Transport Properties
  5. 阅读: Electrical and Thermal Transport Properties
  6. Video: Introduction
  7. Video: Strength
  8. 阅读: Additional details on measuring strength at microscales
  9. Video: Instrumented Indentation Test
  10. Video: Measurements using Indentation Methods
  11. 阅读: Additional details on spherical nanoindentation stress-strain curves
  12. Video: Fracture Toughness
  13. Video: Indentation Testing - Polymers and Coatings
  14. Video: Abrasion, Scratch, and Buckling
  15. 阅读: In-depth reading
  16. Video: Catalysis
  17. Video: Sorption, Adsorption & Diffusion
  18. 阅读: In-depth reading
  19. Video: Biological Activity: Cell Culture
  20. 阅读: Biological Activity: Cell Culture
  21. Video: Introduction to Corrosion
  22. Video: Corrosion Testing Part 1
  23. Video: Corrosion Testing Part 2

Graded: High-Throughput Property Measurements

WEEK 5


Applications
This module illustrates several applications of HTMD covering a range of material classes, properties, industrial sectors, and maturity levels.


12 videos, 3 readings expand


  1. Video: Introduction
  2. Video: Polymers for Proton Exchange Membranes in Fuel Cells – Part 1
  3. Video: Polymers for Proton Exchange Membranes in Fuel Cells – Part 2
  4. 阅读: Polymers for Proton Exchange Membranes in Fuel Cells
  5. Video: Structural Alloys for Energy and Transport - Part 1
  6. Video: Structural Alloys for Energy and Transport - Part 2
  7. Video: Structural Alloys for Energy and Transport - Part 3
  8. Video: Structural Alloys for Energy and Transport - Part 4
  9. 阅读: Structural Alloys for Energy and Transport
  10. Video: Exploration of PSP Linkages in Dual Phase Steel - Introduction
  11. Video: Exploration of PSP Linkages in Dual Phase Steel - Property Measurements
  12. Video: Exploration of PSP linkages in Dual Phase Steel - Microstructure Quantification
  13. Video: Exploration of PSP Linkages in Dual Phase Steel - Property-Structure-Process-Linkages
  14. Video: Exploration of PSP Linkages in Dual Phase Steel - High-throughput Sample Prototyping
  15. 阅读: Take Another Course like this !

Graded: Polymers for Proton Exchange Membranes in Fuel Cells
Graded: Structural Alloys for Energy and Transport
Graded: Exploration of PSP Linkages in Dual Phase Steel

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