
Berend Smit
@smitberend
Director of the Laboratory of molecular simulation (LSMO),
Ecole Polytechnique Fédérale de Lausanne (EPFL)
and
University of California, Berkeley
ID: 1069545935691227136
https://www.epfl.ch/labs/lsmo/ 03-12-2018 10:56:37
224 Tweet
2,2K Followers
164 Following

Now out in Digital Discovery! 14 case studies on how LLMs can be used in chemistry, materials science, and beyond!


Thanks, Martin Vetterli, and even more thanks to all current and former group members and collaborators; without them, I would be scienceless!

This is a massively collaborative work. Would not have been possible without all the hackathon participants and organizers - especially Ben Blaiszik who spearheaded the organization.

Congratulations Kevin M Jablonka !

Happy to announce our new publication applying geometrical\topological methods to material sciences (batteries): *Predicting Ion Diffusion from the Shape of Potential Energy Landscapes* pubs.acs.org/doi/10.1021/ac……… +Hannes Gustafsson, Melania Kozdra, Berend Smit, and Amber Mace

Better chemistry with #AI nature.com/articles/s4225… Prediction, that is, with GPT 3 Nature Machine Intelligence Berend Smit Kevin M Jablonka Jablonka Lab (Lab for AI for Materials) Universität Jena Philippe Schwaller (he/him) EPFL


Large-language models will change #CHEMISTRY. See 15+ examples of answers to chemical questions. What is common to those: Kevin M Jablonka et al have near zero knowledge but we could fine-tune #GPT3 to get models that do better than the state of the art. rdcu.be/dxZ3x




This news feature in Nature highlights the work Mohamad Moosavi on capturing chemical intuition by (machine) learning from failed and partially successful experiments. ‘the ugly side of science’: fresh incentives for reporting negative results nature.com/articles/d4158…



📢Starting with a DFT calculation on a MOF, and years of work with an incredible team, we can now predict how much #CO2 this MOF can capture over a plant’s lifetime and at what net cost. Excited to share our findings in nature nature.com/articles/s4158… Heriot-Watt RCCS Heriot-Watt University

Out now in nature: a collaborative Article from Susana Garcia, Berend Smit, and many other co-workers presents a platform that integrates materials, process design, TEA and LCA to identify leading sorbent-based materials for carbon capture. Link here (OA): nature.com/articles/s4158…

