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G-Seaford/README.md

  • 👋 Hi, I’m @G-Seaford

  • 👀 I’m interested in applying equivariant message-passing neural networks (MPNNs) to generate machine-learned interatomic force fields (ML-FFs) to simulate systems too complex to be accessed by traditional DFT approaches.

  • 🌱 I’m currently a PhD student at EPSRC CDT for Modelling Heterogeneous Systems (HetSys) focusing on simulating nucleation and electrochemical processes occuring across several lengthscales and timescales via machine-learned interatomic potentials (MLIPs) and linear-scaling grand-canonical ensemble-DFT.

  • 💞️ I’m looking to collaborate on MLIPs, ML and DFT sims.

  • 📫 How to reach me: details are on my website https://warwick.ac.uk/fac/sci/hetsys/people/cohort6/lucaseaford/

  • 😄 Pronouns: He/Him

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