Machine Learning in Chemistry(@ML_Chem) 's Twitter Profile Photo

Optimal Molecular Design: Generative Active Learning Combining REINVENT with Absolute Binding Free Energy Simulations dx.doi.org/10.26434/chemr…

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Ida-Marie Høyvik(@idamaho) 's Twitter Profile Photo

We have been lucky to have Stijn De Baerdemacker at NTNU all week! In addition to lots of good discussions, he was kind enough to give us some lectures on spin-symmetry breaking and the generator coordinate method🌟 Great fun, in other words🥳

We have been lucky to have @cortogantese at NTNU all week! In addition to lots of good discussions, he was kind enough to give us some lectures on spin-symmetry breaking and the generator coordinate method🌟 Great fun, in other words🥳 #compchem
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Pierre-Francois Loos(@TitouLoos) 's Twitter Profile Photo

[2404.18878] Spin coupling is all you need: Encoding strong electron correlation on quantum computers arxiv.org/abs/2404.18878

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Mohamed Shehata(@Shehata92) 's Twitter Profile Photo

AI-assisted method for drug discovery, successfully generated more than 14.9 million new peptides including compounds with promising therapeutic potential against crucial proteins associated with coronavirus infection and cancer.



science.org/doi/10.1126/sc…

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Juno Nam(@junonam_) 's Twitter Profile Photo

📢 New preprint! Our latest work enables 'alchemy' - ∂[energy]/∂[element] in ML potentials like MACE. We model solid solutions and conduct alchemical free energy simulations. arxiv.org/abs/2404.10746
RGB Lab @ MIT

📢 New preprint! Our latest work enables 'alchemy' - ∂[energy]/∂[element] in ML potentials like MACE. We model solid solutions and conduct alchemical free energy simulations. arxiv.org/abs/2404.10746
@RGBLabMIT #compchem #machinelearning
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Pierre-Francois Loos(@TitouLoos) 's Twitter Profile Photo

[2405.00279] Beyond a Richardson-Gaudin mean-field: Slater-Condon rules and perturbation theory arxiv.org/abs/2405.00279

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Machine Learning in Chemistry(@ML_Chem) 's Twitter Profile Photo

Using atomic clustering based on structural and electronic descriptors that consider surrounding environment to evaluate local properties of DFT functionals onlinelibrary.wiley.com/doi/10.1002/jc…

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Viktor Zaverkin 🇺🇦(@ViktorZaverkin) 's Twitter Profile Photo

📢Our latest paper, 'Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials' (doi.org/10.1038/s41524…), is now out in npj Comput. Mater. (npj Journals).

🔎Curious about the code? Find it here: github.com/nec-research/a…

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Olexandr Isayev 🇺🇦🇺🇸(@olexandr) 's Twitter Profile Photo

Very cool paper in Science by the Baker Lab at UW. Screening of 15M macrocycles is enabled by our AIMNet machine learning potential! Can you imagine what we can do with a 2nd generation of AIMNet2 💪🏻🦾 science.org/doi/10.1126/sc…

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Jean-Philip Piquemal(@jppiquem) 's Twitter Profile Photo

Latest group preprint:
FeNNol: an Efficient and Flexible Library for Building Force-field-enhanced Neural Network Potentials.
arxiv.org/abs/2405.01491

A new GPU-accelerated library for building, training and running force-field-enhanced neural network…

#compchem Latest group preprint: 
FeNNol: an Efficient and Flexible Library for Building Force-field-enhanced Neural Network Potentials. 
arxiv.org/abs/2405.01491

A new GPU-accelerated #opensource  library for building, training and running force-field-enhanced neural network…
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Pierre-Francois Loos(@TitouLoos) 's Twitter Profile Photo

[2404.19405] Exploring the role of mean-field potentials and short-range wave function behavior in the adiabatic connection arxiv.org/abs/2404.19405

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IOCB Prague(@IOCBPrague) 's Twitter Profile Photo

Seeking a junior in biomolecular modeling incl. machine learning and AI at IOCB Prague! position with a generous starting package as of Jan 2025 (negotiable). Applications are open until 31 May 2024. Learn more: uochb.cz/en/open-positi…

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