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Rianne van den Berg

@riannevdberg.bsky.social
169 followers 195 following 2 posts

Deep learning, computational chemistry, generative modeling, AI for Science. Principal Research Manager at Microsoft Research AI for Science.

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Reposted by Rianne van den Berg
Jan Hermann @hrmnn.net · 22/04/2026
Today we're sharing a major Skala update—new paper and model release. Skala is a deep-learning exchange-correlation functional for DFT that reaches 2.8 kcal/mol on GMTKN55, wins 32 of its 55 subsets, and leads on accuracy short of double hybrids at semi-local DFT cost
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Reposted by Rianne van den Berg
Derk Kooi @derkkooi.bsky.social · 27/01/2026
Skala community edition update: GPU4PySCF support is in ✅ That means Skala can plug into GPU-accelerated PySCF DFT workflows via GPU4PySCF (API-compatible with PySCF). Install docs are in the repo README: github.com/microsoft/sk... #DFT #PySCF #GPU #GPU4PySCF #CompChem
github.com
GitHub - microsoft/skala: Skala exchange-correlation functional
Skala exchange-correlation functional. Contribute to microsoft/skala development by creating an account on GitHub.
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Reposted by Rianne van den Berg
Microsoft Research @msftresearch.bsky.social · 23/10/2025
Research is serious work, powered by real people. Get to know Director of Microsoft Research AI for Science Chris Bishop and learn what excites him beyond the lab.
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Rianne van den Berg @riannevdberg.bsky.social · 09/10/2025
Skala is finally available to try out 🎉 Please let is know what works and where it can be improved!
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Reposted by Rianne van den Berg
Jan Hermann @hrmnn.net · 08/07/2025
Interested in our mission to make DFT more accurate and push what’s possible in quantum chemistry? Do you want to directly contribute? We're hiring a senior software engineer and a senior researcher: jobs.careers.microsoft.com/global/en/jo... jobs.careers.microsoft.com/global/en/jo...
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Reposted by Rianne van den Berg
Frank Noe @franknoe.bsky.social · 26/06/2025
@msftresearch.bsky.social AI for science presents Orbformer, a foundation model for high accuracy quantum Chemistry. Strongly correlated states such as bond dissociation can be accurately computed without manually selecting active spaces or basis sets.
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Reposted by Rianne van den Berg
Jan Hermann @hrmnn.net · 26/06/2025
🚀 Strong correlation is the Everest of quantum chemistry. Next to the coupled cluster highway, the multireference molecular terrain is underserved—gravel roads and promenades. With Orbformer, we're building a new infrastructure by marrying neural network wavefunctions with cost amortization at scale
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Reposted by Rianne van den Berg
Jan Hermann @hrmnn.net · 26/06/2025
Future versions of our Skala functional, bsky.app/profile/jan...., will be trained on increasingly diverse yet steadfastly accurate data, and for multireference systems we'll need every possible tool from the quantum chemistry toolbox, and then some more. With Orbformer, we're making our own tools
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Rianne van den Berg @riannevdberg.bsky.social · 18/06/2025
So proud of this work with our amazing team 🤩
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Reposted by Rianne van den Berg
peteratmsr.bsky.social @peteratmsr.bsky.social · 18/06/2025
We're excited to reveal this major advance in computational chemistry, an AI model called Skala @MSFTResearch for the exchange-correlation functional, accurate enough, and super fast, for precise in silico predictions of chemical experiments. An early access program is now open.
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