Introduction to High-Throughput Materials Development

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课程主页: https://www.coursera.org/archive/high-throughput

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课程简介

Georgia Institute of Technology

课程大纲

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.

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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.

高通量材料开发简介:本课程是高通量实验方法的简介,这些方法可以加快新材料的发现和开发。 众所周知,发现新材料是解决工业和社会面临的许多技术问题的关键。这些问题包括能源生产和利用,碳捕获,组织工程以及可持续的材料生产等等。本课程将向学习者介绍一种用于材料发现和表征的卓越新方法:高通量材料开发(HTMD)。 工业界,学术界或政府部门的工程师和科学家将通过对如何将HTMD的一种要素(高通量实验方法)应用于现实世界中的材料发现和表征问题的了解,而从中受益。国际领先的教职专家将提供有关HTMD的历史观点,描述涵盖数百或数千种成分的“图书馆”样品的制备,解释表征图书馆的技术以确定结构和各种特性,包括光学,电子,机械,化学,热学, 和别的。提供了有关能源,运输和生物技术的案例研究,以说明金属,陶瓷,聚合物和复合材料的方法。 乔治亚州材料技术学院(IMat)开发了此课程,目的是向广大读者介绍材料基因组计划的基本要素。佐治亚理工学院将通过Coursera提供其他课程,以集中于(i)高通量实验与(ii)建模和仿真以及(iii)材料数据科学和信息学的集成。 完成本课程后,学习者将能够 •确定高通量材料开发(HTMD)开发中的关键事件 •在组织内部传达HTMD的好处。 •解释高通量方法(计算方法和实验方法)的含义,以及它们在材料发现/开发中的优点。 •总结了高通量创建/处理材料库(包含100到1000s较小样品的样品)的原理和方法。 •陈述结构高通量表征的原理和方法。 •说明高通量特性测量的原理和方法。 •确定高通量筛选(HTS)对材料发现工作而言何时有价值。 •选择适当的HTS方法进行感兴趣的属性测量。 •确定从事该领域工作的公司和组织,并利用这些知识选择合适的合作伙伴来设计和实施HTS工作。 •应用实验设计,库合成和筛选的原理来解决材料设计难题。 •构想完整的高通量策略,以获得用于材料设计和发现的加工结构属性(PSP)关系。

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