logo
episode-header-image
Jul 2020
54m 14s

Episode 20: Materials Informatics

TAYLOR SPARKS AND ANDREW FALKOWSKI
About this episode

Materials Informatics is the application of data science tools and techniques to materials research. In this episode, we examine how the uses of machine learning are applied to materials science. We try to give an honest appraisal of the pros and cons of this emerging field to separate the hype from reality and even provide some tips on how to get started in the field.

Articles Discussed:

  • Excellent YouTube tutorial for Materials Informatics from Dr. Sparks [LINK]
  • 2020 Wang and coworkers Best Practices article in Chemistry of Materials [LINK]
  • GitHub repository for best practices jupyter notebooks [LINK]

This episode is sponsored by Matmatch. Check out how they can help you find the perfect material for your next engineering project!

Thanks to Kolobyte and Alphabot for letting us use their music in the show!

If you have questions or feedback please send us emails at materialism.podcast@gmail.com or connect with us on social media: Instagram, Twitter.

Materialism Team: Taylor Sparks (co-creator, co-host, production), Andrew Falkowski (co-creator, co-host, production), Jared Duffy (production, marketing, and editing)

Keywords: machine learning materials informatics data science materials discovery new materials

Support Materialism: A Materials Science Podcast by contributing to their Tip Jar: https://tips.pinecast.com/jar/materialism

Up next
Jun 2022
Bonus: Why is Materials Science Important?
In this bonus episode Taylor is interviewed by the "Breaking Math" podcast about why he is so passionate about the study of materials. You can find more about them here: Breaking Math Podcast Thanks to Kolobyte and Alphabot for letting us use their music in the show! If you have ... Show More
55m 28s
May 2022
Episode 57: Paper's Possibilities
Papers future is not written in stone. Taylor sits down with Phil Wild of James Cropper to discuss the past of the company as well as the future and in turn of paper. Learn all of the science that goes into nailing the perfect color as well as the expansion into other areas of th ... Show More
44m 12s
May 2022
Episode 56: Ceramic Dental Composites
Taylor and Ramsey take you on a journey through the world of modern dentistry. Learn how we evolved from honey to complex composites for teeth repair. Also get a glimpse into the research Ramsey is doing in pursuit of his PHD. This episode is also sponsored by Materials Today, an ... Show More
32m 29s
Recommended Episodes
Mar 2023
Bob Ferris | Engineering More Effective Training Hardware & Simulators for Law Enforcement & Military
Send us a textBob Ferris started his entertainment virtual reality company in the 90s, then pivoted following 9-11 to VirTra where his team helps prepare law enforcement & military personnel for real-life incidents through state of the art simulators and surreal scenarios. Join u ... Show More
54m 19s
Apr 2021
You are the product [RB] (Ep. 147)
In this episode I am with George Hosu from Cerebralab and we speak about how dangerous it is not to pay for the services you use, and as a consequence how dangerous it is letting an algorithm decide what you like or not.   Our Sponsors This episode is supported by Chapman’s Schmi ... Show More
45m 4s
Mar 2024
Basic Science⎪Material Properties
In this episode, we review the high-yield topic of⁠⁠ Material Properties⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ... Show More
25m 8s
Mar 2023
Daniel Servansky | Electromechanical Engineering, Root Cause Analysis, & Engineering Ethics
Send us a textIn our discussion with Daniel Servansky he shares the one thing he would change about how engineering companies operate, a wonderfully educational example of the engineering process that is root cause analysis, as well as how to get started learning electronics as a ... Show More
51m 58s
Jan 2023
Reade Harpham | Flat Org Structures, Communicating with Engineers & Philanthropic Design
Send us a textReade Harpham learned early on in his career how to communicate with engineers (hint: use numbers). This skill has allowed him to earn the respect of engineering teams. Reade owes this to his ability to communicate in a way that allows engineering teams to fully und ... Show More
1h 1m
Jun 2021
Skylar Tibbits, "Things Fall Together: A Guide to the New Materials Revolution" (Princeton UP, 2021)
Things in life tend to fall apart. Cars break down. Buildings fall into disrepair. Personal items deteriorate. Yet today’s researchers are exploiting newly understood properties of matter to program materials that physically sense, adapt, and fall together instead of apart. These ... Show More
50m 30s
Dec 2022
Chris Denney | PCB Design, Fabrication, & Manufacturing
Send us a textChris Denney has a degree in electronics engineering and is CTO at Worthington Assembly Inc, where they specialize in small volume prototype and production runs of highly complex printed circuit boards, or PCBs. Chris is also cohost at the Pick, Place, Podcast where ... Show More
59m 42s
Mar 2022
Bayesian Machine Learning with Ravin Kumar (Ep. 191)
This is one episode where passion for math, statistics and computers are merged. I have a very interesting conversation with Ravin,  data scientist at Google where he uses data to inform decisions. He has previously worked at Sweetgreen, designing systems that would benefit team ... Show More
31m 12s
Mar 2024
Biotech Special: Scientific Computing Pipelines with Evan Floden
NextFlow is a tool for managing scientific computation workflows. It’s increasingly popular for bioinformatics, computational biology, and other life science applications. Evan Floden is the Co-Founder and CEO of Seqera Labs which develops NextFlow. He joins the show today to tal ... Show More
41m 35s