This course aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and information science. Attention is drawn to specific opportunities afforded by this new field in accelerating materials development and deployment efforts. A particular emphasis is placed on materials exhibiting hierarchical internal structures spanning multiple length/structure scales and the impediments involved in establishing invertible process-structure-property (PSP) linkages for these materials. More specifically, it is argued that modern data sciences (including advanced statistics, dimensionality reduction, and formulation of metamodels) and innovative cyberinfrastructure tools (including integration platforms, databases, and customized tools for enhancement of collaborations among cross-disciplinary team members) are likely to play a critical and pivotal role in addressing the above challenges.
oferecido por
Materials Data Sciences and Informatics
Instituto de Tecnologia da GeórgiaInstituto de Tecnologia da GeórgiaInformações sobre o curso
Sua empresa se beneficiaria do treinamento dos funcionários em habilidades sob demanda?
Experimente o Coursera for BusinessHabilidades que você terá
- Informatics
- Materials
- Statistics
- Data Science
Sua empresa se beneficiaria do treinamento dos funcionários em habilidades sob demanda?
Experimente o Coursera for Business
Programa - O que você aprenderá com este curso
Welcome
Accelerating Materials Development and Deployment
Materials Knowledge and Materials Data Science
Materials Knowledge Improvement Cycles
Case Study in Homogenization: Plastic Properties of Two-Phase Composites
Avaliações
- 5 stars62,74%
- 4 stars26,79%
- 3 stars7,18%
- 2 stars2,28%
- 1 star0,98%
Principais avaliações do MATERIALS DATA SCIENCES AND INFORMATICS
A perfect course if one wants to pursue a research career in material science with an engineering background.
Skills on the Data Sciences can be applied to other areas of studies
Good theory lessons. There should have been more focus on utilising software (PyMKS) to implement concepts, throughout the course rather than just the end
Interesting content! Liked the explanation of principle component analysis.
Perguntas Frequentes – FAQ
Quando terei acesso às palestras e às tarefas?
O que recebo ao adquirir o Certificado?
Existe algum auxílio financeiro disponível?
Mais dúvidas? Visite o Central de Ajuda ao estudante.
