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Ziheng Lu

@zihenglu.bsky.social

Principal researcher & project lead @ Microsoft Research; Deep Learning; Materials Science; Cats; Views are mine.

23 Followers  |  20 Following  |  1 Posts  |  Joined: 04.12.2024  |  1.3046

Latest posts by zihenglu.bsky.social on Bluesky


Search Jobs | Microsoft Careers

Open roles at MSR AI for Science: ML Research & ML Engineer

If you passionate about Deep Learning and want to invent the future of scientific discovery jointly with an amazing team, please apply!

jobs.careers.microsoft.com/global/en/jo...

jobs.careers.microsoft.com/global/en/jo...

23.01.2025 20:10 โ€” ๐Ÿ‘ 18    ๐Ÿ” 4    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Excited to finally announce the publication of MatterGen on Nature. MatterGen represents a new paradigm of materials design with generative AI. We are releasing the code of MatterGen under MIT license. Look forward to seeing how the community will use the tool and build on top of it.

16.01.2025 10:10 โ€” ๐Ÿ‘ 12    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image

Posting this again - mobile robots for chemistry worldwide, dates approximate (I missed some in the earlier post). Video links, where I could find them, are in the thread below. Please add any other I missed to the thread. (๐Ÿงต 1/14) #chemsky #compchemsky #robots #AI ๐ŸŒŽ

05.01.2025 15:21 โ€” ๐Ÿ‘ 18    ๐Ÿ” 5    ๐Ÿ’ฌ 3    ๐Ÿ“Œ 0
Preview
Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases Planning and conducting chemical syntheses remains a major bottleneck in the discovery of functional small molecules, and prevents fully leveraging generative AI for molecular inverse design. While ea...

new preprint on chemical synthesis ML models

- showing how to combine multiple models in a principled way
- modern Transformers + GNN to featurize chemical reaction:
- new insights in where the models shine
+ bonus: find the quirky named reaction!

Feedback welcome!

arxiv.org/abs/2412.05269

09.12.2024 02:19 โ€” ๐Ÿ‘ 83    ๐Ÿ” 27    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 1

I think Iโ€™m able to reproduce this. Itโ€™s likely related to how ASE deals with the default simulation box for isolated systems. For now, try give it a large box it will work.

04.12.2024 06:46 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Alt Text: Logo for MatterSim on a blue to green gradient background. The logo features a white molecular structure with six nodes connected by lines, positioned to the left of the text โ€˜MatterSimโ€™ in white.

Alt Text: Logo for MatterSim on a blue to green gradient background. The logo features a white molecular structure with six nodes connected by lines, positioned to the left of the text โ€˜MatterSimโ€™ in white.

We're thrilled to announce the release of MatterSimV1-1M and MatterSimV1-5M on GitHub. These cutting-edge models are now available for researchers, developers, and innovators to explore, customize and build upon. github.com/microsoft/ma...

03.12.2024 17:04 โ€” ๐Ÿ‘ 16    ๐Ÿ” 7    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

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