Andres M Bran
@andresbran.bsky.social
PhD student @SchwallerGroup @EPFL | Previously intern at Max Planck Institute for Mathematics in the Sciences.
#AI and #Materials #Chemistry #Catalysis
I like to travel sometimes! 🇨🇴
#AI and #Materials #Chemistry #Catalysis
I like to travel sometimes! 🇨🇴
Its always nice to meet old (and a lot of new!) friends!
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
May 27, 2025 at 8:50 AM
Its always nice to meet old (and a lot of new!) friends!
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
Its always nice to meet old (and a lot of new!) friends!
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
May 27, 2025 at 8:47 AM
Its always nice to meet old (and a lot of new!) friends!
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
Last week I talked at @dcl-ethz.bsky.social for their Data+ML lunch about our latest research (arxiv.org/abs/2503.08537)
Thank you so much @spschmid.bsky.social and @valencekjell.com for the invitation, first time for me at @ethz.ch 🤩
Reposted by Andres M Bran
New preprint from the Schwaller group!
We investigate the chemical reasoning of LLMs on synthesis routes (up to 26 steps) and reaction mechanisms. Claude 3.7 performs impressively well.
- LLMs for direct outcome prediction ❌
- Search algorithms + LLMs 🤩
Congrats to the team! 🙌
#chemsky ⬇️
We investigate the chemical reasoning of LLMs on synthesis routes (up to 26 steps) and reaction mechanisms. Claude 3.7 performs impressively well.
- LLMs for direct outcome prediction ❌
- Search algorithms + LLMs 🤩
Congrats to the team! 🙌
#chemsky ⬇️
LLMs are pretty bad at writing molecules, but quite good at analyzing mols and reactions!
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
Chehck out the paper 👉 arxiv.org/abs/2503.08537
1/8
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
Chehck out the paper 👉 arxiv.org/abs/2503.08537
1/8
March 12, 2025 at 9:32 PM
New preprint from the Schwaller group!
We investigate the chemical reasoning of LLMs on synthesis routes (up to 26 steps) and reaction mechanisms. Claude 3.7 performs impressively well.
- LLMs for direct outcome prediction ❌
- Search algorithms + LLMs 🤩
Congrats to the team! 🙌
#chemsky ⬇️
We investigate the chemical reasoning of LLMs on synthesis routes (up to 26 steps) and reaction mechanisms. Claude 3.7 performs impressively well.
- LLMs for direct outcome prediction ❌
- Search algorithms + LLMs 🤩
Congrats to the team! 🙌
#chemsky ⬇️
LLMs are pretty bad at writing molecules, but quite good at analyzing mols and reactions!
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
Chehck out the paper 👉 arxiv.org/abs/2503.08537
1/8
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
Chehck out the paper 👉 arxiv.org/abs/2503.08537
1/8
March 12, 2025 at 9:18 PM
LLMs are pretty bad at writing molecules, but quite good at analyzing mols and reactions!
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
Chehck out the paper 👉 arxiv.org/abs/2503.08537
1/8
In our new work we use LLMs+search in chemical tasks, unlocking steerable synth. planning and mechanism prediction 🌟
Chehck out the paper 👉 arxiv.org/abs/2503.08537
1/8
Exciting news! 🔥🤩
The second LLM Hackathon for Applications in Materials Science and Chemistry has resulted in a preprint! 🔥🚀
Check out the paper here arxiv.org/abs/2411.15221 and a short version of all the projects in this Twitter thread twitter.com/BenBlaiszik/...
#AI #AI4Materials #AI4Chem
The second LLM Hackathon for Applications in Materials Science and Chemistry has resulted in a preprint! 🔥🚀
Check out the paper here arxiv.org/abs/2411.15221 and a short version of all the projects in this Twitter thread twitter.com/BenBlaiszik/...
#AI #AI4Materials #AI4Chem
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
Here, we present the outcomes from the second Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry, which engaged participants across global hybrid locations, resul...
arxiv.org
December 4, 2024 at 8:46 AM
Exciting news! 🔥🤩
The second LLM Hackathon for Applications in Materials Science and Chemistry has resulted in a preprint! 🔥🚀
Check out the paper here arxiv.org/abs/2411.15221 and a short version of all the projects in this Twitter thread twitter.com/BenBlaiszik/...
#AI #AI4Materials #AI4Chem
The second LLM Hackathon for Applications in Materials Science and Chemistry has resulted in a preprint! 🔥🚀
Check out the paper here arxiv.org/abs/2411.15221 and a short version of all the projects in this Twitter thread twitter.com/BenBlaiszik/...
#AI #AI4Materials #AI4Chem
Reposted by Andres M Bran
We are hiring (resharing appreciated)!
Given recent successful grant applications (I got my SNSF Starting Grant 🚀), we are extending the LIAC team with multiple openings (PhD/postdoc) for 2025.
Apply now (deadline: December 20th) by filling in this form: forms.fillout.com/t/eq5ADAw3kkus.
#ChemSky
Given recent successful grant applications (I got my SNSF Starting Grant 🚀), we are extending the LIAC team with multiple openings (PhD/postdoc) for 2025.
Apply now (deadline: December 20th) by filling in this form: forms.fillout.com/t/eq5ADAw3kkus.
#ChemSky
December 2, 2024 at 10:33 AM
We are hiring (resharing appreciated)!
Given recent successful grant applications (I got my SNSF Starting Grant 🚀), we are extending the LIAC team with multiple openings (PhD/postdoc) for 2025.
Apply now (deadline: December 20th) by filling in this form: forms.fillout.com/t/eq5ADAw3kkus.
#ChemSky
Given recent successful grant applications (I got my SNSF Starting Grant 🚀), we are extending the LIAC team with multiple openings (PhD/postdoc) for 2025.
Apply now (deadline: December 20th) by filling in this form: forms.fillout.com/t/eq5ADAw3kkus.
#ChemSky
Reposted by Andres M Bran
For those of you looking for a big helping of LLMs for Thanksgiving, here you go! 🤖🦃
📝 arxiv.org/abs/2411.15221
We release 34 examples demonstrating applications of LLMs in materials science and chemistry across:
🔶molecular and material property prediction;
🔷molecular and material design;
...
📝 arxiv.org/abs/2411.15221
We release 34 examples demonstrating applications of LLMs in materials science and chemistry across:
🔶molecular and material property prediction;
🔷molecular and material design;
...
November 26, 2024 at 9:21 PM
For those of you looking for a big helping of LLMs for Thanksgiving, here you go! 🤖🦃
📝 arxiv.org/abs/2411.15221
We release 34 examples demonstrating applications of LLMs in materials science and chemistry across:
🔶molecular and material property prediction;
🔷molecular and material design;
...
📝 arxiv.org/abs/2411.15221
We release 34 examples demonstrating applications of LLMs in materials science and chemistry across:
🔶molecular and material property prediction;
🔷molecular and material design;
...