Materials design data science. Futurist luddite. All opinions universal truths.

Joined December 2016
179 Photos and videos
Keith Butler retweeted
Interested in predicting the rate performance of battery materials? Then our dataset (published now on @ScientificData) may be highly useful for you. Led by Reshma, with inputs from @keeeto2000 and Avaneesh. @iiscbangalore @iiscmte @ucl @royalsociety doi.org/10.1038/s41597-025-0โ€ฆ

1
11
613
New arXiv just up in time for MRS. Discovery and recovery of crystalline materials with property-conditioned transformers. Amazing work by Cyprien and a bunch of our buddies. arxiv.org/html/2511.21299v1

1
4
426
Keith Butler retweeted
We are recruiting for a new Research Associate in Battery Materials Modelling. The position is for 2 years in the first instance and will start early 2026. Please share with any interested candidates!๐Ÿ”‹๐Ÿ–ฅ๏ธ jobs.ac.uk/job/DPM189/ra-in-โ€ฆ

1
4
336
Keith Butler retweeted
29 Oct 2025
๐ŸŒž This summer, we funded 14 internships across the AIchemy Hub! From discovering new AI tools to exploring the intersection of chemistry, data, and innovation, our interns made the most of it! ๐Ÿ’ก Hear what they had to say about the opportunity ๐Ÿ‘‡ ๐Ÿ”— buff.ly/xfWbVJq

2
2
224
Keith Butler retweeted
Our group (agrgroup.org) at @iiscbangalore @chemengiisc seeks PhD candidates to tackle exciting problems in computational catalysis, AI/ML for materials design, and modeling/simulations of nanoporous materials, 2D material synthesis, and interfacial phenomena.
1
5
14
1,027
Interested in learning the latest in ML for materials science, for the third year running CaMMLS is the place to go - from SOAP to LLMs and every acronym in between! More details ๐Ÿ‘‡
22 Oct 2025
๐ŸŽ“ CAMMLS - Applications now open! Join the CAMMLS Training School: Chemical and Materials Machine Learning School 2026 ๐Ÿค–โš—๏ธ ๐Ÿ—“๏ธ Deadline: 26th November ๐Ÿ“ Daresbury Apply now! ๐Ÿ”— buff.ly/h63c0U1
1
5
424
Keith Butler retweeted
22 Oct 2025
๐ŸŽ“ CAMMLS - Applications now open! Join the CAMMLS Training School: Chemical and Materials Machine Learning School 2026 ๐Ÿค–โš—๏ธ ๐Ÿ—“๏ธ Deadline: 26th November ๐Ÿ“ Daresbury Apply now! ๐Ÿ”— buff.ly/h63c0U1
1
3
622
Keith Butler retweeted
Weโ€™re hiring a postdoc in Materials Chemistry! If you love solid-state synthesis, crystallography (esp. high-pressure!), and computation, join us to help uncover the fundamental chemistry of gold. CV 1-page cover letter to jbrgoch@uh.edu #ChemTwitter #chempostdoc Please share
3
67
164
16,584
Keith Butler retweeted
โ„๏ธ๐Ÿš€ Applications are now OPEN! Join us for our Winter School: Robotics & AI for Chemical Materials. ๐Ÿ“… 8-12th December ๐Ÿ“ University of Liverpool โšก Donโ€™t miss out - apply now! ๐Ÿ”— buff.ly/tAH79NO
1
4
309
Check out our latest work on 3D molecular genAI. Collaboration with @NVIDIAAI
Megalodon ๐Ÿฆˆ grounds genAI for chemistry in physics: an E(3)โ€‘equivariant transformer considers rotational symmetry while QMโ€‘energy checks keep outputs withinโ€ฏ~3โ€ฏkcal/mol of xTB minima so that nearly every molecule is designed thermodynamically realistic. ๐Ÿ”ฅโš›๏ธ Try it out today.๐Ÿ‘‡ #AIForScience #DrugDiscovery
5
38
4,278
Keith Butler retweeted
12 Aug 2025
๐ŸŽฅ Missed our July webinar? Catch up on Youtube: >_ Prof. Jason Hein โ€“ Real-Time Data & Modular Robotics for Scalable Workflow Automation >_ Ram Vijayakrishnan โ€“ Autonomous Mobile Robots for Exploratory Synthetic Chemistry Watch here โžก๏ธ: buff.ly/B5weswk

2
3
432
Keith Butler retweeted
(1/2) What do you need to predict migration barriers in solids (that directly govern rate performance in batteries)? A dataset of known barriers over a wide range of materials, a generalizable graph model, and transfer learning. That's the focus of our just out pre-prints.
1
1
5
612
๐Ÿฅต->๐Ÿ˜ŽResearch job: Using information theory and machine learning to understand and design energy efficient cooling materials. 3 year position @UCLChemistry joined with leading experimental teams from @QMUL and @isisneutronmuon tackling green cooling: jobs.ac.uk/job/DOG081/researโ€ฆ

4
19
1,392
Keith Butler retweeted
The GPT 5 launch included a chart showing 52.8 as a bigger number than 69.1, which in turn is shown as the same magnitude as 30.8. Not quite ASIโ€ฆ
56
79
887
95,119
Keith Butler retweeted
31 Jul 2025
Want to join our efforts @MSFTResearch AI for Science to push the frontier of AI for materials? We are the team behind MatterGen & MatterSim and we have 2 job openings! Each can be in Amsterdam, NL, Berlin, DE, or Cambridge, UK. It is a rare opportunity to join a highly talented, collaborative team and build the next frontier model for materials design. Senior Researcher: jobs.careers.microsoft.com/gโ€ฆ Senior Research Engineer: jobs.careers.microsoft.com/gโ€ฆ

24
76
11,497
Keith Butler retweeted
31 Jul 2025
Upcoming Workshop - RAG Models & AI Agents in Chemical Discovery & Development ๐Ÿ“… 19 Sept 9:00 - 17:00 ๐Ÿ“ University of Leeds A full-day event exploring the role of RAG LLMs agentic AI in chemical discovery. โš ๏ธ Limited spaces - apply by 31 July! ๐Ÿ”—: buff.ly/dFgMv7H
1
2
180
Keith Butler retweeted
29 Jul 2025
๐Ÿค–๐Ÿ”ฌ Into lab automation or curious about robotics in chemistry? Join us for a hands-on workshop introducing OChRA โ€“ Open Chemistry Robotics and Automation Framework. ๐Ÿ“ University of Liverpool ๐Ÿ—“๏ธ 30th September ๐Ÿ’ท ยฃ25 ๐ŸŽŸ๏ธ Limited spaces ๐Ÿ‘‰ buff.ly/ia84GY0
2
3
268
Keith Butler retweeted
24 Jul 2025
Our starting point for understanding solid materials is an idealized crysta: all atoms in infinite perfect registry.ย  However, there are many examples where the entire functionality comes from deviations from this ideal.ย  The defect is often the device, including in the device on which you are reading this post.
4
6
53
3,690
Keith Butler retweeted
14 Jul 2025
๐Ÿšจ Weโ€™re Hiring! ๐Ÿšจ A Research Fellow position is available to work in one of the forerunner projects of Alchemy, namely โ€œHuman in the Loopโ€. ๐Ÿ“ Based at University of Liverpool ๐Ÿ“… Deadline: 14th July 2025 โžก๏ธ Apply here: buff.ly/R5XHINR

1
3
281
Keith Butler retweeted
*New publication* Delighted to share our review on solid-state battery electrolytes published in @NatRevMater @NaturePortfolio. Led by @jad5888 with contributions from Ana Dutra & Ben Goldmann. Link here: nature.com/articles/s41578-0โ€ฆ
1
9
54
11,018