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Episode 98: Accelerating Catalyst Research with Meta

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Manage episode 454944978 series 2478220
Kandungan disediakan oleh Taylor Sparks and Andrew Falkowski, Taylor Sparks, and Andrew Falkowski. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Taylor Sparks and Andrew Falkowski, Taylor Sparks, and Andrew Falkowski atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

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.

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 .

  continue reading

100 episod

Artwork
iconKongsi
 
Manage episode 454944978 series 2478220
Kandungan disediakan oleh Taylor Sparks and Andrew Falkowski, Taylor Sparks, and Andrew Falkowski. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh Taylor Sparks and Andrew Falkowski, Taylor Sparks, and Andrew Falkowski atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.player.fm/legal.

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.

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 .

  continue reading

100 episod

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