Episode 98: Accelerating Catalyst Research with Meta

Episode 98: Accelerating Catalyst Research with Meta

What brings a social media company into materials science? In this episode, we talk with Larry Zitnick of Meta's Fundamental AI Research (FAIR) and Aaike van Vught from VSParticle about building OCx24, an open catalysis materials database. We discuss the challenges of creating an experimental database from scratch and how autonomous spark ablation devices made it possible. We cap things off with a discussion about how machine learning tools can leverage this database to help us discover new catalysts.

This episode of the Materialism Podcast is sponsored by Meta's Fundamental AI Research You can find more info about this project below: Blog post: https://ai.meta.com/blog/open-catalyst-simulations-experiments/ Paper: https://arxiv.org/abs/2411.11783 Dataset: https://fair-chem.github.io/core/datasets/ocx24.html

This Materialism Podcast is sponsored by Materials Today, an Elsevier community dedicated to the creation and sharing of materials science knowledge and experience through their peer-reviewed journals, academic conferences, educational webinars, and more

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 , Andrew Falkowski , & Jared Duffy .

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Episoder(122)

Episode 120: Thermal Protection Systems

Episode 120: Thermal Protection Systems

We have all seen the heat of atmospheric reentry depicted a thousand times in movies and TV shows, but how do we actually protect spacecraft from that danger? Taylor and Andrew sit down with Nate Olso...

7 Aug 1h

Episode 119: Closing the Discovery Loop with Radical AI

Episode 119: Closing the Discovery Loop with Radical AI

What if a materials lab on Earth could screen a hundred alloys a day with little input from the scientist? Taylor and Andrew sit down with Joseph Krause, CEO and co-founder of Radical AI, to dig into ...

30 Jun 43min

Episode 118: The Molecular Universe with SES AI

Episode 118: The Molecular Universe with SES AI

What if you could know which batteries are worth building before you actually build them? Taylor and Andrew sit down with Dr. Qichao Hu, founder of SES AI, to explore how artificial intelligence is re...

18 Mai 44min

Episode 117: Textiles in Space

Episode 117: Textiles in Space

The fanciest suit isn't on the runway, it's in orbit. In this follow-up episode, Taylor and Andrew bring back Kate Winning from Oxford Space Systems to dive into the world of space textiles. From the ...

4 Mai 37min

Episode 116: Textile Materials

Episode 116: Textile Materials

Textiles are all around us, they are literally woven into nearly every part of our daily lives. From the everyday materials in the clothes we wear to the specialty materials in parachutes, spacesuits,...

31 Mar 55min

Episode 115: Phase Field Modeling

Episode 115: Phase Field Modeling

Many digital models use hard boundaries to simulate how materials change, but the real world is rarely that clean. Phase field modeling takes a more natural approach, capturing the gradual, messy tran...

6 Mar 40min

Episode 114: Synchrotron XRD on Demand

Episode 114: Synchrotron XRD on Demand

Having access to advanced characterization tools sounds great but sadly they aren't easily attainable. Momentum Transfer seeks to remedy this by offering mail-in access to synchrotron X-ray powder dif...

21 Jan 47min

Episode 113: Metal Organic Frameworks

Episode 113: Metal Organic Frameworks

The 2025 Nobel Prize in Chemistry was awarded to pioneers in the field of MOFs, but what exactly is a MOF? We sit down with Dr. Matthew J. Cliffe, an associate professor at the University of Cambridge...

11 Des 202551min

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