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Introduction to High-Throughput Materials Development · LearnSpace
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Introduction to High-Throughput Materials Development

Курс от Georgia Institute of Technology
Средний≈ 16.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Materials scienceAnalytical TestingProcess DevelopmentManufacturing ProcessesResearch DesignEngineering, Scientific, and Technical InstrumentsSustainable TechnologiesLaboratory ResearchChemical and Biomedical EngineeringAnalytical ChemistryLaboratory TestingExperimentationNew Product Development

Программа курса

6 модулей · 97 учебных материалов

01Welcome7 материалов

Introduction and Course Overview

Target AudienceЧтениеCourse Format and SyllabusЧтениеGuest InstructorsЧтениеRecommended BackgroundЧтение

Учитесь у экспертов

Dr. Richard W. Neu

Professor

Dr. J. Carson Meredith

Professor, Associate Chair for Graduate Studies, and J. Carl Pirkle Sr. Faculty Fellow

Introduction to High-Throughput Materials Development
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Обучение на Coursera

≈ 16.4 ч

6 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

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AcknowledgementsЧтение
Get More from Georgia TechЧтение
Consent FormЧтение
02Introduction15 материалов

2.1 Introduction

IntroductionВидео

2.2 Overview of the MGI Approach and How HTMD Fits

Overview of the MGI Approach and How HTMD FitsВидеоResearch AssignmentОбсуждение

2.3 Complexity in Materials Design

Complexity in Materials Design Part 1ВидеоComplexity in Materials Design Part 2Видео

2.4 Early History Leading up to HTMD

Early History Leading up to HTMDВидеоEarly History Leading up to HTMDЧтение

2.5 Recent History of HTMD

Recent History of HTMDВидеоRecent History of HTMDЧтение

2.6 Types of High-Throughput Strategies

Types of High-Throughput StrategiesВидеоTypes of High-Throughput StrategiesЧтение

2.7 Role of Computational Methods

High-Throughput Computational ScreeningВидео

2.8 Where To Go to Get Started

Where To Go to Get StartedВидео

2.9 End of Module Assessment

IntroductionЗадание
Earn a Georgia Tech Badge/Certificate/CEUsЧтение
03Library Preparation22 материалов

3.1 Introduction

IntroductionВидео

3.2 Experimental Design

Introduction to Experimental DesignВидеоModel-Based Experimental DesignВидео

3.3 Polymers

Synthesis of PolymersВидеоPolymer Processing Part 1ВидеоPolymer Processing Part 2ВидеоPolymer ProcessingЧтение

3.5 Additive Manufacturing – Polymers

Additive Manufacturing – IntroductionВидео

3.6 Metal Alloy Libraries – Introduction

Metal Alloy Libraries – Introduction Part 1ВидеоMetal Alloy Libraries – Introduction Part 2Видео

3.7 Inorganic Thin-Film Deposition

Vapor Deposition of Thin Films - Introductory ConceptsВидеоVapor Deposition of Thin Films - Making LibrariesВидео

3.8 Diffusion Multiples

Diffusion MultiplesВидеоAdditional details on Diffusion MultiplesЧтение

3.9 Additive Manufacturing – Metals and Ceramics

Additive Manufacturing – MetalsВидео

3.10 Bulk Alloy Libraries - Microstructure Gradients

Bulk Alloy Libraries - Microstructure GradientsВидеоMicrostructure Gradient Alloy Libraries Generated by Non-uniform Heating and CoolingВидеоMicrostructure Gradient Alloy Libraries Generated by Non-uniform DeformationsВидеоJominy End Quench Heat Flow SimulationЧтение

3.11 Rapid Alloy Prototyping

Rapid Alloy PrototypingВидеоRapid Alloy PrototypingЧтение

3.12 End of Module Assessment

Library PreparationЗадание
04High-Throughput Characterization of Composition and Structure11 материалов

4.1 Introduction

IntroductionВидео

4.2 Composition and Structure of Polymers

Composition and Structure of PolymersВидеоComposition and Structure of PolymersЧтениеPhysical Structure of PolymersВидеоChemical Structure of PolymersВидео

4.3 Composition and Structure of Inorganic Materials

Composition of InorganicsВидеоIn-depth reading on HT methods for inorganic materialsЧтениеDetection of Phase TransformationsВидеоIn-depth reading on detection of phase transformationsЧтениеCrystal Structure of InorganicsВидео

4.4 End of Module Assessment

High-Throughput Characterization of Composition and StructureЗадание
05High-Throughput Property Measurements24 материалов

5.1 Introduction

IntroductionВидео

5.2 Optical Properties

Optical PropertiesВидеоOptical PropertiesЧтение

5.3 Electrical and Thermal Transport Properties

Electrical and Thermal Transport PropertiesВидеоElectrical and Thermal Transport PropertiesЧтение

5.4 Mechanical Properties

IntroductionВидеоStrengthВидеоAdditional details on measuring strength at microscalesЧтениеInstrumented Indentation TestВидеоMeasurements using Indentation MethodsВидеоAdditional details on spherical nanoindentation stress-strain curvesЧтениеFracture ToughnessВидеоIndentation Testing - Polymers and CoatingsВидеоAbrasion, Scratch, and BucklingВидеоIn-depth readingЧтение

5.5 Chemical Properties

CatalysisВидеоSorption, Adsorption & DiffusionВидеоIn-depth readingЧтение

5.6 Biological Activity: Cell Culture

Biological Activity: Cell CultureВидеоBiological Activity: Cell CultureЧтение

5.7 Corrosion Susceptibility

Introduction to CorrosionВидеоCorrosion Testing Part 1ВидеоCorrosion Testing Part 2Видео

5.8 End of Module Assessment

High-Throughput Property MeasurementsЗадание
06Applications18 материалов

6.1 Polymers for Proton Exchange Membranes in Fuel Cells

IntroductionВидеоPolymers for Proton Exchange Membranes in Fuel Cells – Part 1ВидеоPolymers for Proton Exchange Membranes in Fuel Cells – Part 2ВидеоPolymers for Proton Exchange Membranes in Fuel CellsЧтениеPolymers for Proton Exchange Membranes in Fuel CellsЗадание

6.2 Structural Alloys for Energy and Transport

Structural Alloys for Energy and Transport - Part 1ВидеоStructural Alloys for Energy and Transport - Part 2ВидеоStructural Alloys for Energy and Transport - Part 3ВидеоStructural Alloys for Energy and Transport - Part 4ВидеоStructural Alloys for Energy and TransportЧтениеStructural Alloys for Energy and TransportЗадание

6.3 Exploration of PSP Linkages in Dual Phase Steel

Exploration of PSP Linkages in Dual Phase Steel - IntroductionВидеоExploration of PSP Linkages in Dual Phase Steel - Property MeasurementsВидеоExploration of PSP linkages in Dual Phase Steel - Microstructure QuantificationВидеоExploration of PSP Linkages in Dual Phase Steel - Property-Structure-Process-LinkagesВидеоExploration of PSP Linkages in Dual Phase Steel - High-throughput Sample PrototypingВидеоExploration of PSP Linkages in Dual Phase SteelЗадание
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