timothyduignan.bsky.social
Researcher at Orbital Materials. Working on molecular simulation with ML for chemical engineering applications.
👤 Joined on 19 November 2024
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@timothyduignan.bsky.socialExciting! How do I setup such solvated system (enzyme or any other kind of protein, NA, etc.) and actually run some simulations with OrbMol? Looking for some sort of tutorial
Show Post🚀 After two+ years of intense research, we’re thrilled to introduce Skala — a scalable deep learning density functional that hits chemical accuracy on atomization energies and matches hybrid-level accuracy on main group chemistry — all at the cost of semi-local DFT ⚛️🔥🧪🧬
Show PostSo proud of this work with our amazing team 🤩
Show Post🚨 help needed! 🚨 Does anyone, ORB-affiliated or not, can share with us the model weights orb-v2-20241011.ckpt ? We need urgently to reproduce some results we obtained with that model checkpoint, but it was removed from their huggingface repo because the model reached "end of life" 🤷. 🙏
Show PostInteresting work exploring an enzyme reaction with a machine learning potential. Looking forward to much more like this in the next few years.
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