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Philipp Marquetand

@marquetand.bsky.social
109 followers 185 following 4 posts

Machine learning for different domains ranging from graphic design to chemistry.

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Reposted by Philipp Marquetand
Claudio Zeni @claudiozeni.bsky.social · 16/01/2025
📢 Paper + code release 📃💻 After 2 years of work, I'm excited to announce our newest paper, MatterGen, has been published in Nature! www.nature.com/articles/s41... We are also releasing all the training data, model weights, model code, and evaluation code on GitHub! github.com/microsoft/ma...
github.com
GitHub - microsoft/mattergen: Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards...
Official implementation of MatterGen -- a generative model for inorganic materials design across the periodic table that can be fine-tuned to steer the generation towards a wide range of property c...
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Reposted by Philipp Marquetand
mr. TIM @timkellogg.me · 14/12/2024
⚠️ Readable Paper Alert ⚠️ BLT: what if we just got rid of tokenization? Result: * text looks a lot like audio, video, PDF, it’s all just bytes * dynamically reduce compute based on difficulty * new scaling axis (patch size) ai.meta.com/research/pub...
ai.meta.com
Byte Latent Transformer: Patches Scale Better Than Tokens | Research - AI at Meta
We introduce the Byte Latent Transformer (BLT), a new byte-level LLM architecture that, for the first time, matches tokenization-based LLM performance at...
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Reposted by Philipp Marquetand
Christoph Schran @cschran.bsky.social · 06/12/2024
There are already many excellent expert reviews on MLPs, so why adding more to the mix? We want to give a light intro into the field for new starters going from the historical developments to latest developments on going beyond locality to foundation models. dx.doi.org/10.1088/1361-648X/ad9657
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Reposted by Philipp Marquetand
Bluesky @bsky.app · 03/12/2024
Scientists, academics, researchers: We’re excited to share that @altmetric.com is now tracking mentions of your research on Bluesky! 🧪
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Reposted by Philipp Marquetand
COSMO Lab @labcosmo.bsky.social · 03/12/2024
Hello! I'm posting this both here and on the X-rated site, let's see where it gets more re-posts 😇. We are looking for a research software engineer to help us develop (even) better code for #compchem #atomicscale #machinelearning. Check out the specs and apply! www.epfl.ch/labs/cosmo/i...
epfl.ch
Jobs
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Reposted by Philipp Marquetand
profvlilienfeld.bsky.social @profvlilienfeld.bsky.social · 19/11/2024
With less than 1M compounds, our VQM24 dataset sets a new SOTA covering more comprehensively the compositional and configurational space of small molecules. Wonderful joint efforts by current and past team-members and collaborators. Hopefully useful for #ML & #compchem arxiv.org/abs/2405.05961
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Reposted by Philipp Marquetand
arxiv math.NA @arxiv-math-na.bsky.social · 08/07/2024
Timon S. Gutleb, Rhyan Barrett, Julia Westermayr, Christoph Ortner Parameterizing Intersecting Surfaces via Invariants arxiv.org/abs/2407.03731
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Philipp Marquetand @marquetand.bsky.social · 29/11/2024
Some steps from my life: 1. Quantum dynamics 2. ML in chemistry 3. ML for graphic design Reflected in some publications and an advert from this year: 1. doi.org/10.1103/Phys... 2. doi.org/10.1039/D4SC... 3. www.lifeatcanva.com/en/jobs/6000... More info below
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