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Home » Institute » Departments & Research Groups » Atomistic Modelling and Simulation » Data-Driven Methods for Atomistic Simulations » DDMA Publications

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  • E. Ibrahim, Y. Lysogorskiy, M. Mrovec et al. Atomic cluster expansion for a general-purpose interatomic potential of magnesium. Physical Review Materials, 7, 113801, (2023)
  • Y. Liang, M. Mrovec, Y. Lysogorskiy et al. Atomic cluster expansion for Pt-Rh catalysts: From ab initio to the simulation of nanoclusters in few steps. Journal of Materials Research, 01, 11, (2023)
  • M. Qamar, M. Mrovec, Y. Lysogorskiy et al. Atomic cluster expansion for quantum-accurate large-scale simulations of carbon. Journal of Chemical Theory and Computation, 19, 5151–5167, (2023)
  • Y. Lysogorskiy, A. Bochkarev, M. Mrovec et al. Active learning strategies for atomic cluster expansion models. Physical Review Materials, 7, 043801, (2023)
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