Keyword Suggestions

Results
 
 
Account Login
 
 
 
 
 

Library Navigation

 
 

Browse Meetings

 
 
 
Tutorial CM7.2 - 21st Century Tools for Accelerating Scientific Research - From Combinatorial Synthesis and Text Mining to Artificial Intelligence - Part 2 
Date/Time:
April 17, 2017   10:30am - 12:00pm
 
Speaker:
 
Share:
 

This tutorial presents novel computational analytic methods capable of unlocking the human knowledge that’s been documented and archived in the unstructured text of hundreds of millions of scientific publications to extend scientific discovery beyond human capacity, and ways to automate experimental knowledge generation. The instructors will explore pathways for visualizing and comprehending knowledge propagation, evolution, and assessment of scientific research fronts, data-based hypothesis generation and methods for quantifying research impact within the scientific community and beyond.

In Part Two of this three-part tutorial, Rama Vasudevan introduces the arguments for the need for text analysis in the field of materials growth, and focuses on a specific use case of text mining of papers on epitaxial thin films of complex oxides, for determination of growth conditions-functional property relationships. An open source annotation tool is modified for this purpose, using regular expressions on text from selected papers to automatically annotate text associated with growth conditions and functional properties. Via the use of crowd sourcing, the annotations are checked and matched with the materials of interest, to populate a database containing information on the type of material grown, the substrate, growth conditions and functional property information. The methods shown here are general, and can be applied to a wide variety of growth methods and material types.

This is Part Two of a three-part tutorial.
 


 
 
Average Rating: (No Ratings)
  Was great, surpassed expectations, and I would recommend this
  Was good, met expectations, and I would recommend this
  Was okay, met most expectations
  Was okay but did not meet expectations
  Was bad and I would not recommend this
 



Submit
 
Mapping High Explosives in the Vapor-phase with Fluorescence Active Metal-Organic Frameworks (FAMs)
21st Century Tools for Accelerating Scientific Research - From Combinatorial Synthesis and Text Mining to Artificial Intelligence - Part 1
21st Century Tools for Accelerating Scientific Research - From Combinatorial Synthesis and Text Mining to Artificial Intelligence - Part 3
Introduction to Advanced Imaging and Tomography Techniques for Transmission Electron Microscopy: High-Speed Direct Electron Detectors for In Situ TEM - Part 1
Introduction to Advanced Imaging and Tomography Techniques for Transmission Electron Microscopy: Three-Dimensional Electron Tomographic for Hard and Soft Materials Research - Part 2