Joseph Montoya

Science most of the time. Music sometimes. Hungry all of the time.

I begin with the possibilities of the material.

[Joseph Montoya @jhmcatalysis]

@AsHotDog So grateful to know you. Hella inspiring.

[Joseph Montoya @jhmcatalysis]

@taylordsparks Hard disagree - percussion ensembles anywhere and everywhere is always a good idea :).

In fairness, it wouldn't affect me much because most of my hearing is already gone, a process that was definitely accelerated by too much exposure to percussion ensembles.

[Joseph Montoya @jhmcatalysis]

Love this paper. "At what cost is it worth doing simulation?" is a really critical one in an age of sampling thousands of compositions in a day with self-driving and high-throughput labs.

[Machine Learning: Science and Technology @MLSTjournal]

Great new work by Ryan Jacobs, Philip E Goins and Dane Morgan @UWMadisonMSE @UWMadison @ArmyResearchLab - 'Role of multifidelity data in sequential active learning #materialsdiscovery campaigns....' - https://t.co/kDMcaT1340 #machinelearning #materials #AI #compchem #condmat

[John Dagdelen @jmdagdelen]

New Scientists covered some of our recent work today.

"There is a line of sight to the time when we will have research assistants that are AIs that have access to incredible amounts of information"

[Joseph Montoya @jhmcatalysis]

Some really incredible results using new LLMs from @jmdagdelen, @jainpapers, @ardunn_pro, and team. Data extraction from the literature is seeming more and more like a solved problem.

[John Dagdelen @jmdagdelen]

Really excited to share some of our new work on scientific NLP:

We demonstrate that LLMs like #GPT3 can easily be trained to complete challenging scientific information extraction tasks with just a few hundred examples.

https://t.co/TkdZG28dp8

Demo: https://t.co/jcpJBePJCb

[Joseph Montoya @jhmcatalysis]

Really enjoyed chatting with @taylordsparks and Andrew Falkowski on the Materialism Podcast. We had a great conversation about catalysts, the ways they've shaped society, and what the future might hold. Check it out!

[Toyota Research Institute (TRI) @ToyotaResearch]

From food production to #EVs, #catalysts have spurred many global developments.

TRI's Joey Montoya shares how Toyota is using catalysts to address climate change on the latest episode of @MaterialismPod with @taylordsparks.👂👇

https://t.co/QSW5NdRoR8

#BEVs #FuelCells

[Joseph Montoya @jhmcatalysis]

@Ranky_Tanky and @lisafischersing were truly incredible tonight at @SFJAZZ. One of the best shows I've seen in years - emotionally stirring, virtuosic, and just plain fun.

[Joseph Montoya @jhmcatalysis]

Check out Ha-Kyung Kwon's highlight of @ToyotaResearch's release of an open-source polymer database focused on battery electrolyte properties. Overcoming the challenges of collecting, organizing, and distributing polymer data is a big achievement! https://t.co/I88EO1FqaV

[Joseph Montoya @jhmcatalysis]

It's also a big reminder of how impactful education and mentorship can be. For more on Jens' career, check out this great perspective that @medford_group and @AndyAPeterson wrote at https://t.co/aG61u931fG

[Joseph Montoya @jhmcatalysis]

Had the privilege of speaking at the #cat70norskov symposium a couple of days ago. Like everything that Jens does, his approach to advising is beautifully simple - when I presented results he would always ask me two questions: what does a result say, and then what does it mean?

[Joseph Montoya @jhmcatalysis]

The best thing about this symposium was seeing not only the results of Jens' pedagogy on former students, but on second generations being trained by his first. The challenges we face in catalysis are critical for solving climate change, but this gives me hope for the future.

[Joseph Montoya @jhmcatalysis]

@Andrew_S_Rosen I got advanced dentistry the other day.

[Toyota Research Institute (TRI) @ToyotaResearch]

Introducing the world’s first nanomaterial "data factory” – a novel AI-driven technique by @ToyotaResearch & @NorthwesternU to uncover new materials faster to meet the growing demand for low-carbon mobility.

See full video and learn more:
https://t.co/iJOuo79qT8

#TRIxNU

[Toyota Research Institute (TRI) @ToyotaResearch]

Introducing Drift Dream! 👀🏎️⤵️

Designed by TRI to autonomously drift around obstacles, the @Toyota GR Supra is now available as a @Hot_Wheels collectible.

Learn more: https://t.co/ZGtmi4vPeV

#AutonomousDriving #hotwheels

[Joseph Montoya @jhmcatalysis]

@Handong76686134

[Joseph Montoya @jhmcatalysis]

The inimitable Handong Ling wrote a very nice XRD-solving framework while an intern at TRI, which was published today! You can get the code at https://t.co/REyPW2Hkhe and read the paper at
https://t.co/aTlfsVVDhH.

[Joseph Montoya @jhmcatalysis]

Preprint available at: https://t.co/BOJadQhWnh

[Joseph Montoya @jhmcatalysis]

@PeakSquirrel Good idea - probably worth testing with m3gnet, and seems like ML potentials are getting better fast.

[Joseph Montoya @jhmcatalysis]

An overview of TRI-supported fuel cell catalyst research was just published in @ees_journal. If you're interested in perspectives on organizing a research consortium, on why future ORR science should focus on durability, or how AI fits in, check it out!
https://t.co/pLysLRaRfI