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Field
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the theory by putting it on a lattice. The resulting equations are solved numerically using specialized Monte Carlo techniques. There are many applications that require the solution of QCD so that the standard
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Materials 2024 (OMat24), or Open Catalyst 2022 (OC22), which will be used to refine the GenAI-proposed steps, and (iii) using the dataset generated by GenAI to parameterise kinetic Monte Carlo (KMC
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the different organelles. Another approach is to use Monte Carlo simulations to explore which gene regulatory network architectures are necessary for robust regulation and effective communication between
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(density functional theory and ab-initio molecular dynamics simulations) with artificial intelligence techniques to parameterize machine learning force fields and kinetic Monte Carlo methods to model
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between theoretical and computational high-energy physics. The research contributes to the world-leading PYTHIA Monte Carlo Event Generator, which serves as the baseline for the majority of experimental