Research Engineer simulating proteins at Microsoft Research. Previously student researcher at Google Brain and PhD student at AMLab.
Amsterdam, The Netherlands
Joined August 2010
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Bas Veeling retweeted
🚀We're excited to emerge from stealth and announce our $30M Seed financing round. A huge thank you to our incredible investor group including @HoxtonVentures, @BasisSet, @lightspeedvp, @northzoneVC, @localglobevc, Touring Capital, Giant Ventures, @FjLabs, @ZeroPrimeVC & Tiferes Ventures who all share and back our vision.
We’ve set out on a mission to transform how materials are designed and developed using AI and, in the process, tackle some of society’s most critical challenges. We recognise that the need for such developments could not be greater and have assembled a world-class team motivated by this very fact.
To further accelerate our impact, we're immensely grateful to have the support of @geoffreyhinton who has joined our advisory board. We are also excited to announce our partnership with @ylecun and the @Meta FAIR team to develop advanced materials for carbon capture - a critical piece of the climate puzzle.
We're just getting started, but you can learn more about our work in the full press on our site.
@wellingmax // @ac_edwards_1
fortune.com/europe/2024/06/1…
#AI #machinelearning #climatechange #sustainability
Bas Veeling retweeted
Announcing our new model for materials!
FlowMM...
- Generates stable & novel materials efficiently
- Predicts crystal structure accurately
- Generalizes Riemannian Flow Matching to point clouds w/ periodic boundaries
arxiv.org/abs/2406.04713
@RickyTQChen @anuroopsriram @bwood_m
Bas Veeling retweeted
We have a new distillation method that actually *improves* upon its teacher.
Moment Matching distillation (arxiv.org/abs/2406.04103) creates fast stochastic samplers by matching data expectations between teacher and student.
Work with @emiel_hoogeboom @JonathanHeek @tejmensin.
1/4
Bas Veeling retweeted
We introduce Geometry-Informed Neural Networks to train shape generative models
without any data (!!), combining learning under constraints, neural fields as a suitable representation, and generating diverse solutions to under-determined problems:
🖥️: arturs-berzins.github.io/GIN…
Bas Veeling retweeted
Excited to introduce Aurora: a foundation model of the atmosphere. In <1min, Aurora produces 5-day global air pollution predictions and 10-day high-resolution weather forecasts that outperform SOTA classical simulation tools and the best specialized deep learning models… 1/n
Bas Veeling retweeted
I'm super excited to finally share what we've been working on for a long time: Aurora, a foundation model of the atmosphere.
At #ICLR2024 presenting our latent protein simulation poster with the amazing @mfederici_! Tuesday at 10:45, Halle B #64
Also happy to discuss proteins sampling, latent sim., and graph contrastive rep. learning, hit me up.
iclr.cc/virtual/2024/poster/…
[1/7] 🎉Our paper Time-lagged Information Bottleneck (T-IB) is in #ICLR2024! Kudos to @BasVeeling @ryotat Patrick Forré & MSR AI4Science!
📄arxiv.org/abs/2309.07200
T-IB maps complex dynamics to simple latent spaces for super fast, highly accurate simulations!
Bas Veeling retweeted
[1/7] 🎉Our paper Time-lagged Information Bottleneck (T-IB) is in #ICLR2024! Kudos to @BasVeeling @ryotat Patrick Forré & MSR AI4Science!
📄arxiv.org/abs/2309.07200
T-IB maps complex dynamics to simple latent spaces for super fast, highly accurate simulations!
Bas Veeling retweeted
[1/N] Generative AI has revolutionized how we create text and images. How about designing novel materials? We at @MSFTResearch #AI4Science are thrilled to announce MatterGen: our generative model that enables broad property-guided materials design.
👇
arxiv.org/abs/2312.03687
Bas Veeling retweeted
Sharing an early preprint of my Microsoft AI4Science summer internship project. We developed SE(3) flow matching for protein backbone generation. Compared to SE(3) diffusion, we find our method achieves higher designability, faster sampling, with a way simpler implementation. 1/8
Bas Veeling retweeted
Interested in accelerating scientific discovery with AI? Join our interdisciplinary global team! Two exciting opportunities for engineers:
Amsterdam or Berlin:
jobs.careers.microsoft.com/g…
Beijing:
jobs.careers.microsoft.com/g…
Bas Veeling retweeted
Do you want to obtain accurate, long-horizon predictions with neural PDE solvers? Introducing PDE-Refiner, a training process that improves rollout accuracies, offers uncertainty estimates and better data efficiency.
📜: arxiv.org/abs/2308.05732
🖥️: phlippe.github.io/PDERefiner…
🧵1/9
Bas Veeling retweeted
Personal news: I have recently joined @MSFTResearch AI4Science in Berlin. Very excited to work with @FrankNoeBerlin and the fantastic team!
Bas Veeling retweeted
Super exciting research engineering position on the interface between AI and material discovery @MSFTResearch AI4Science!
Want to push the state of the art in deep learning for material generation? We are hiring a Senior Research SDE at @MSFTResearch AI4Science. Join us by applying here. careers.microsoft.com/us/en/…
Bas Veeling retweeted
New internship openings at AI4Science @MSFTResearch in Cambridge (UK), Amsterdam and Berlin! careers.microsoft.com/us/en/…
Bas Veeling retweeted
Very pleased to be starting today as a senior researcher @MSFTResearch, working on deep learning for molecular modelling!
Bas Veeling retweeted
Tweeps - apply here for senior researcher and engineering positions in @MSFTResearch AI4Science Berlin! We'll keep these open for a few more weeks.
If you have already applied please give us some time to respond.
careers.microsoft.com/us/en/…
careers.microsoft.com/us/en/…
Tweeps - news! I'll join @MSFTResearch as research manager starting Oct 1st, opening a new AI4Science Lab in beautiful Berlin! We'll focus on fundamental challenges between #MachineLearning & #Physics/#Chemistry. We'll start at Alexanderplatz, and we'll hire at all levels! 🧵