Andrés M Bran @drecmb
PhD student @SchwallerGroup @EPFL | Previously intern @mpiMathSci. I like to travel sometimes! 🇨🇴 Medellín, Colombia Joined April 2016-
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Fresh off the press @NatureCatalysis. In our latest review, we explore synergies at the intersection of catalysis and data science. Collaboration between the two domain is key for advancing innovations in this evolving field. @catalysis_eth @NCCR_Catalysis
Fresh off the press @NatureCatalysis. In our latest review, we explore synergies at the intersection of catalysis and data science. Collaboration between the two domain is key for advancing innovations in this evolving field. @catalysis_eth @NCCR_Catalysis
📺LIAC News Alert!🌍 This just in, hot off the press! - "Augmented Memory" by @JeffGuo__ in @JACS_Au✨reshaping molecular design✨ - "Molecular Hypergraph" by @JunwuChen25 in @JChemPhys✨modeling complex structures✨ 🔗Read more: x.com/JeffGuo__/stat… x.com/JunwuChen25/st…
📺LIAC News Alert!🌍 This just in, hot off the press! - "Augmented Memory" by @JeffGuo__ in @JACS_Au✨reshaping molecular design✨ - "Molecular Hypergraph" by @JunwuChen25 in @JChemPhys✨modeling complex structures✨ 🔗Read more: x.com/JeffGuo__/stat… x.com/JunwuChen25/st…
Thrilled to present my first PhD publication titled Molecular Hypergraph Neural Networks (MHNN). Thanks to my supervisor @pschwllr, LIAC group @SchwallerGroup, NCCR Catalysis @NCCR_Catalysis and J. Chem. Phys. @JChemPhys . doi.org/10.1063/5.0193… github.com/schwallergroup…
In June, I'll join @Uni_Wuppertal as an Assistant Professor of Digital Chemistry – I can't wait! My lab will focus on bridging data-driven and experimental approaches for synthesis and catalysis. Stay tuned for upcoming PhD positions! #chemtwitter #newpi fsk-lab.github.io
When thinking about the chemical space, one wonders how close to random it is. There was no model to contrast with. Here we developed it link.springer.com/article/10.100… #chemicalspace #chemistry #graphs #hypergraphs
We have new open Ph.D. positions in our lab focussed on building materials design agents (using technologies such as foundation models). Please share in your network, and reach out via the details in the post below. #ChemTwitter #academicjobs #sciencejobs #PhDposition
We have new open Ph.D. positions in our lab focussed on building materials design agents (using technologies such as foundation models). Please share in your network, and reach out via the details in the post below. #ChemTwitter #academicjobs #sciencejobs #PhDposition
Wake up BayBE new RAMBO is out! 💪 RAMBO is our project on Retrieval Augmented initialization for Bayesian optimization & the submission for the Chemistry & Materials #BOHackathon. It leverages extensive available data to pick the best initial points for a new optimization task!
Thank you for this recognition ACS Measurement Science Au! It’s an honor to be featured alongside amazing researchers! We enjoyed sharing our work on aptamer nanopipettes that we implanted for the first time in brain tissue in this issue! 🧬🧠 Thank you @MinteerLab for curating!
Thank you for this recognition ACS Measurement Science Au! It’s an honor to be featured alongside amazing researchers! We enjoyed sharing our work on aptamer nanopipettes that we implanted for the first time in brain tissue in this issue! 🧬🧠 Thank you @MinteerLab for curating!
What a pleasure having @malberts99 yesterday at our #MLSeminar @EPFL_CHEM_Tweet! Very exciting talk on how Transformers are changing structural elucidation 🤩 As a bonus we were zoom-bombed by @TheoNeukomm (now at @gpggrp) 👀
What a pleasure having @malberts99 yesterday at our #MLSeminar @EPFL_CHEM_Tweet! Very exciting talk on how Transformers are changing structural elucidation 🤩 As a bonus we were zoom-bombed by @TheoNeukomm (now at @gpggrp) 👀 https://t.co/HK9iFSvWAv
Starting my second afternoon as a research intern in the @SchwallerGroup finding out that there’s a MATE fountain on campus 🤩🧉 Find yourself a cool supervisor who goes on tea expiditions with you! @drecmb
We’ll be hosting the 'AI & the Molecular World' track at #AMLDEPFL2024. Join us and other AI & ML experts to find out the latest in ML for biology and chemistry. The call for talks is open! @befcorreia @pschwllr @rneschneuing @igashov @RebeccaNeeser 2024.appliedmldays.org/media-34-tracks
Share your research in our track on ML applications for molecules happening on March 26!
How can large language models accelerate chemical synthesis? @drecmb provides an overview of the recent advancements in methods inspired by NLP for retrosynthesis, property prediction, autonomous chemistry agents, and more. Read the latest blog: portal.valencelabs.com/blogs/post/tra…
Working in Chemistry and Drug Dev? don't miss our blog post on the uses of LLMs in these fields! How the field developed: from "simple" applications to fully harnessing the power of language 💪🚀 @SchwallerGroup @pschwllr @NCCR_Catalysis More here x.com/drecmb/status/…
Working in Chemistry and Drug Dev? don't miss our blog post on the uses of LLMs in these fields! How the field developed: from "simple" applications to fully harnessing the power of language 💪🚀 @SchwallerGroup @pschwllr @NCCR_Catalysis More here x.com/drecmb/status/…
Excited to present Beam Enumeration at #ICLR2024! Check out the thread: Molecular substructures extracted from a generative model can be used for self-conditioned generation. The results are improved sample efficiency and providing explainability! Thanks to my PI @pschwllr!
Interested in training chemistry prediction models but struggling with extracting data from the literature? We introduce TextReact which directly retrieves relevant texts to augment predictive chemistry. With TextReact, you can leverage the success of LLMs to advance AI in Chem.
so happy to have co-lead this work with @drecmb & such an honor to receive the best paper award at #AI4Science this year! big thanks to all our collaborators @andrewwhite01 @pschwllr @OSchilter
so happy to have co-lead this work with @drecmb & such an honor to receive the best paper award at #AI4Science this year! big thanks to all our collaborators @andrewwhite01 @pschwllr @OSchilter
The #NCCRCatalysis crew had a very successful week at #NeurIPS2023! 3 talks, 7 posters, 1 team dinner, and topped off with the Best Paper Award at #AI4Science! Congratulations, @drecmb @OSchilter @pschwllr & team!
Andrew White crow/acc @andrewwhite01
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573 Followers 240 Following in the garden of my thoughts where feminism blooms and misandry whispers ꨄNako Nakatsuka @AptaWineClub
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2K Followers 763 Following Current: BIDMaP Fellow @UCBerkeley Past: PhD student @Cambridge_Uni /Student & Researcher @UCBerkeley ML/AI, Molecular simulation & Porous MaterialsDaniel Armstrong @d_armstr
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1.2M Followers 479 Following Economics professor, quietly writing obscure economic texts for years, until thrust onto the public scene by Europe's inane handling of an inevitable crisisFresh off the press @NatureCatalysis. In our latest review, we explore synergies at the intersection of catalysis and data science. Collaboration between the two domain is key for advancing innovations in this evolving field. @catalysis_eth @NCCR_Catalysis
Our @NatureCatalysis reviews data-driven strategies to solve challenges across heterogeneous, homogeneous and enzymatic catalysis, underscoring the importance of data standardization to spur research in digital catalysis, with @MSuvarna369 👇 doi.org/10.1038/s41929…
@sarah_cone @sbaileysavoy There's a huge, exciting, untapped set of business opportunities that all have the fatal flaw of requiring men to ask for advice
Our @NatureCatalysis reviews data-driven strategies to solve challenges across heterogeneous, homogeneous and enzymatic catalysis, underscoring the importance of data standardization to spur research in digital catalysis, with @MSuvarna369 👇 doi.org/10.1038/s41929…
Build what you need and use what you build. This is a core philosophy of my research. It shifts the focus away from publishing “papers” to what really matters — impact. This thread unpacks why I think this is a successful approach to science. 1/10 Or see: perceiving-systems.blog/en/post/build-…
today was an intense day of research. running commands, writing code, checking numbers, being confused, looking at notes, running more commands, taking a nap, literally going 🤔 then at the end of the day i figured out one (1) Very Important Thing. so today counts as a good day
📢'The World Is Your Oyster' is for those who are born in global north countries--don't experience visa bureaucracy & emotional burden that non-white global south scholars do. Citizenship is a privilege that we need to recognize in the academe. 1/n nature.com/articles/d4158…
To start the day well, I had a wonderful tennis encounter with Kenzo Takeuchi, former ATP 378. Amazing player, tennis only brings me good friends around the world 🎾
Are large language models superhuman chemists? Large language models (LLMs) have gained widespread interest due to their ability to process human language and perform tasks on which they have not been explicitly trained. This is relevant for the chemical sciences, which
The culture also includes food!! Amazing food in Seoul! - Double Bibimbap - Classic Instant Noodles in N Seoul Tower - dumplings 😭 - Fire Marshmallows 😭 @ieeeICASSP
South Korea 🇰🇷 spam is coming. Attending @ieeeICASSP
South Korea 🇰🇷 spam is coming. Attending @ieeeICASSP
Our Molecular Hypergraph Neural Networks are out in @JChemPhys - part of the 2024 JCP Emerging Investigators Special Collection! Excellent work, Junwu (@JunwuChen25)! Super impressive first PhD publication 🎉 - more to come! @NCCR_Catalysis #compchem 👇
Thrilled to present my first PhD publication titled Molecular Hypergraph Neural Networks (MHNN). Thanks to my supervisor @pschwllr, LIAC group @SchwallerGroup, NCCR Catalysis @NCCR_Catalysis and J. Chem. Phys. @JChemPhys . doi.org/10.1063/5.0193… github.com/schwallergroup…
Augmented memory is out in @JACS_Au! Super proud of @JeffGuo__, who is pushing the limits of sample-efficient de novo molecular design! Well done! @NCCR_Catalysis @SchwallerGroup @EPFL_CHEM_Tweet #compchem
Augmented Memory has been published in @JACS_Au! Check out the open access link: pubs.acs.org/doi/10.1021/ja… Combining SMILES augmentation with experience replay enhances sample efficiency in molecular generative design!
📺LIAC News Alert!🌍 This just in, hot off the press! - "Augmented Memory" by @JeffGuo__ in @JACS_Au✨reshaping molecular design✨ - "Molecular Hypergraph" by @JunwuChen25 in @JChemPhys✨modeling complex structures✨ 🔗Read more: x.com/JeffGuo__/stat… x.com/JunwuChen25/st…
Thrilled to present my first PhD publication titled Molecular Hypergraph Neural Networks (MHNN). Thanks to my supervisor @pschwllr, LIAC group @SchwallerGroup, NCCR Catalysis @NCCR_Catalysis and J. Chem. Phys. @JChemPhys . doi.org/10.1063/5.0193… github.com/schwallergroup…
Our method for molecular linker design with diffusion models (DiffLinker) got published in @NatMachIntell 🥳 nature.com/articles/s4225… Thanks a lot to our amazing coauthors @HannesStaerk Clément Vignac @rneschneuing @vgsatorras @pafrossard @wellingmax @mmbronstein @befcorreia
Thrilled to present my first PhD publication titled Molecular Hypergraph Neural Networks (MHNN). Thanks to my supervisor @pschwllr, LIAC group @SchwallerGroup, NCCR Catalysis @NCCR_Catalysis and J. Chem. Phys. @JChemPhys . doi.org/10.1063/5.0193… github.com/schwallergroup…
Augmented Memory has been published in @JACS_Au! Check out the open access link: pubs.acs.org/doi/10.1021/ja… Combining SMILES augmentation with experience replay enhances sample efficiency in molecular generative design!
In June, I'll join @Uni_Wuppertal as an Assistant Professor of Digital Chemistry – I can't wait! My lab will focus on bridging data-driven and experimental approaches for synthesis and catalysis. Stay tuned for upcoming PhD positions! #chemtwitter #newpi fsk-lab.github.io
Today, the best closed-source model is Claude 3 Opus (@AnthropicAI). The best open-source model is Command R+ (@cohere). It took quite some time to push OpenAI out of the first place, but it already happened. GPT-5 when?