Lightnews — Scholar-powered news

Simon Olsson @smnlssn.bsky.social · 1d

😅😂 Thanks Shubhendu !

Simon Olsson @smnlssn.bsky.social · 2d

Excited to share this step toward scalable, transferable molecular simulation!

Lead by @viguera10.bsky.social

Thanks to wasp-sweden.org for funding and Chalmers for hosting us!

Link: arxiv.org/abs/2510.07589

Transferable Generative Models Bridge Femtosecond to Nanosecond Time-Step Molecular Dynamics

Understanding molecular structure, dynamics, and reactivity requires bridging processes that occur across widely separated time scales. Conventional molecular dynamics simulations provide atomistic re...

arxiv.org

3

Simon Olsson @smnlssn.bsky.social · 2d

Our model accelerates atomistic molecular dynamics by orders of magnitude while preserving physical accuracy, and generalizes to larger, unseen systems. This opens a route to exploring slow, functionally relevant molecular motions without sacrificing atomistic detail.

1 3

Simon Olsson @smnlssn.bsky.social · 2d

New preprint out!
We present "Transferable Generative Models Bridge Femtosecond to Nanosecond Time-Step Molecular Dynamics,"

1 1 16

Simon Olsson @smnlssn.bsky.social · 9d

MGR recovers kinetic properties from umbrella-sampling with high fidelity
It also enables efficient Bayesian parameter inference for SDEs with sparse observations

Lead by Yan Wang when visiting us in Gothenburg, from Hao Wu's lab in Shanghai.
Preprint: arxiv.org/abs/2509.25872

Marginal Girsanov Reweighting: Stable Variance Reduction via Neural Ratio Estimation

Recovering unbiased properties from biased or perturbed simulations is a central challenge in rare-event sampling. Classical Girsanov Reweighting (GR) offers a principled solution by yielding exact pa...

arxiv.org

3

Simon Olsson @smnlssn.bsky.social · 9d

Standard Girsanov reweighting gives exact pathwise probability ratios, but its variance often explodes over long horizons, making it impractical for many applications. MGR deals with this problem through classifier-based density ratio estimation.

1 1

Simon Olsson @smnlssn.bsky.social · 9d

New pre-print from the lab -- Marginal Girsanov Reweighting: Stable Variance Reduction via Neural Ratio Estimation. We introduce Marginal Girsanov Reweighting (MGR), a way to get more stable Girsanov weights for long time horizons and large systems.

1 1 11

Reposted by Simon Olsson

EurIPS Conference @euripsconf.bsky.social · 10d

📣📣📣
You have waited patiently and now #EurIPS Registration is OPEN

We are happy to announce that we are at this stage releasing 1500 EurIPS tickets.

So get your ticket now! We look forward to welcoming you to #EurIPS in Copenhagen, Denmark.

eurips.cc

1 6 23

Reposted by Simon Olsson

European Research Council (ERC) @erc.europa.eu · 15d

📣The 2026 ERC Consolidator Grant competition is now open! 📣

Already preparing your proposal? Info links ⬇️

Info for applicants 👉 buff.ly/PSbeUxX

Application portal 👉 buff.ly/mauZoqo

Deadline: 13/01/26

General info on #ERCCoG 👉 buff.ly/KCN6GTh

14 16

Reposted by Simon Olsson

Rocío Mercado Oropeza @rociomer.bsky.social · 20d

Excited to share that our paper "LAGOM: A transformer-based chemical language model for drug metabolite prediction" has been accepted in AILSCI!
doi.org/10.1016/j.ai...

Work led by Sofia Larsson and Miranda Carlsson, with @rbeckmann.bsky.social and Filip Miljković‬ (AZ)!

#compchem #chemsky

3 6 18

Simon Olsson @smnlssn.bsky.social · 20d

Thrilled to announce that the first paper from Flemming's PhD was accepted as Poster for NeurIPS2025! In this paper we adapt the HollowNet idea from Chen and Duvenaud to equivariant MP networks, to get cheap sample likelihoods for flow-based Boltzmann Generators. Preprint/code coming soon.

1 3 15

Simon Olsson @smnlssn.bsky.social · 20d

we also found 20 or so over the weekend. Big batch of risotto for dinner tonight :)

1

Reposted by Simon Olsson

EurIPS Conference @euripsconf.bsky.social · 23d

Congratulations to everyone who got their @neuripsconf.bsky.social papers accepted 🎉🎉🎉

At #EurIPS we are looking forward to welcoming presentations of all accepted NeurIPS papers, including a new “Salon des Refusés” track for papers which were rejected due to space constraints!

1 16 50

Reposted by Simon Olsson

Jes Frellsen @jesfrellsen.bsky.social · Sep 12

Decisions are out for EurIPS 2025 Workshops 🎉: eurips.cc/workshops

As workshop chairs with Yingzhen Li
@autreche.bsky.social and @witzner.bsky.social, we are excited to share the workshop program and look forward to seeing the community in December!

3 7

Reposted by Simon Olsson

Simon Olsson @smnlssn.bsky.social · Jul 2

Time’s running out! Lead generative AI research for molecular dynamics in our lab AIMLeNS.
- Scale our NeurIPS/ICLR-published implicit transfer operators to revolutionize simulations.
Postdoc position closes 10. July. Apply now:
www.chalmers.se/en/about-cha...

Vacancies

www.chalmers.se

1 6 12

Reposted by Simon Olsson

Rocío Mercado Oropeza @rociomer.bsky.social · Sep 10

Tomorrow we're excited to host @sarahalamdari.bsky.social at Chalmers for the AI4Science seminar and hear about generative models for protein design! Talk at 3pm CEST. 🤩

For more info, including details on how to join virtually, please see psolsson.github.io/AI4ScienceSe...

@smnlssn.bsky.social

3 8

Reposted by Simon Olsson

Rocío Mercado Oropeza @rociomer.bsky.social · Sep 9

14 faculty positions being recruited across Swedish universities as part of the WISE program, all with nice starting packages: wise-materials.org/external/fac...

Faculty Recruitment Now Open – Join WISE in Advancing Sustainable Materials Science - WISE

The Wallenberg Initiative Material Science for Sustainability (WISE) is proud to launch its second major faculty recruitment drive, opening up new opportunities to lead cutting-edge research in sustai...

wise-materials.org

7 8

Reposted by Simon Olsson

ELLIS @ellis.eu · Sep 4

The ELLIS #UnConference is where Europe’s AI community comes together for collaboration + discovery. On Dec 2 at #EurIPS you'll attend deep-dive workshops from top researchers + a vibrant poster session of the latest research. Details: eurips.cc/ellis/

2 6

Simon Olsson @smnlssn.bsky.social · Sep 4

Congrats Martin! Fantastic news!

1

Simon Olsson @smnlssn.bsky.social · Sep 3

Great news! Congrats @alextong.bsky.social and @aithyra.bsky.social !

2

Reposted by Simon Olsson

EurIPS Conference @euripsconf.bsky.social · Sep 3

It takes a village!

At #EurIPS we have new sponsorship initiative, the Startup Village, focused on getting your AI startup exposed to some of the greatest AI minds in Europe with a booth during #EurIPS.

Apply to be part of the Village, deadline 30 Oct.
eurips.cc/startup-vill...

Startup Village - A NeurIPS-endorsed conference in Europe

Apply to EurIPS 2025 Startup Village (Dec 3–7, Copenhagen) for booth visibility, pitching, talent access, and research networking.

eurips.cc

3 6

Simon Olsson @smnlssn.bsky.social · Sep 2

safe travels! have fun :)

1 2

Reposted by Simon Olsson

EurIPS Conference @euripsconf.bsky.social · Sep 1

Is your company interested in reaching Europe's leading AI researchers?

If so, don't worry! There are still plenty of opportunity to support #EurIPS as a sponsor. Sponsorship packages are available and can be further customized if necessary.

More info at: eurips.cc/become-sponsor/

6 8

Simon Olsson @smnlssn.bsky.social · Sep 1

maybe time to make it into an independent conference? :)

Reposted by Simon Olsson

ELLIS @ellis.eu · Aug 29

🎓 Interested in a #PhD in machine learning or #AI? The ELLIS PhD Program connects top students with leading researchers across Europe. The application portal opens on Oct 1st. Curious? Join our info session on the same day. Get all the info 👉

ELLIS PhD Program: Call for Applications 2025

The ELLIS mission is to create a diverse European network that promotes research excellence and advances breakthroughs in AI, as well as a pan-European PhD program to educate the next generation of AI researchers. ELLIS also aims to boost economic growt...

ellis.eu

13 16