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Identifying New Materials with NLP with Anubhav Jain - TWIML Talk #291

Identifying New Materials with NLP with Anubhav Jain - TWIML Talk #291

FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)


Identifying New Materials with NLP with Anubhav Jain - TWIML Talk #291

FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

ratings:
Length:
40 minutes
Released:
Aug 15, 2019
Format:
Podcast episode

Description

Today we are joined by Anubhav Jain, Staff Scientist & Chemist at Lawrence Berkeley National Lab. Anubhav leads the Hacker Materials Research Group, where his research focuses on applying computing to accelerate the process of finding new materials for functional applications. With the immense amount of published scientific research out there, it can be difficult to understand how that information can be applied to future studies, let alone find a way to read it all. In this episode we discuss: - His latest paper, ‘Unsupervised word embeddings capture latent knowledge from materials science literature’ - The design of a system that takes the literature and uses natural language processing to analyze, synthesize and then conceptualize complex material science concepts - How the method is shown to recommend materials for functional applications in the future - scientific literature mining at its best. Check out the complete show notes at twimlai.com/talk/291.
Released:
Aug 15, 2019
Format:
Podcast episode

Titles in the series (100)

This Week in Machine Learning & AI is the most popular podcast of its kind. TWiML & AI caters to a highly-targeted audience of machine learning & AI enthusiasts. They are data scientists, developers, founders, CTOs, engineers, architects, IT & product leaders, as well as tech-savvy business leaders. These creators, builders, makers and influencers value TWiML as an authentic, trusted and insightful guide to all that’s interesting and important in the world of machine learning and AI. Technologies covered include: machine learning, artificial intelligence, deep learning, natural language processing, neural networks, analytics, deep learning and more.