Numerical simulation of large-scale structural systems

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More attention has been paid to integrating existing knowledge with data to understand the complex mechanical behaviour of geomaterials, but it incurs scepticism and criticism on its generalizability and robustness. Moreover, a common mistake in current da ...

Cluster expansions are commonly employed as surrogate models to link the electronic structure of an alloy to its finite-temperature properties. Using cluster expansions to model materials with several alloying elements is challenging due to a rapid increas ...

The physical mechanisms regulating the power sharing at the outer targets of L-mode double-null (DN) configurations are investigated using nonlinear, flux-driven, three-dimensional two-fluid simulations. Scans of parameters that regulate the turbulent leve ...

Numerical simulation of large-scale structural systems

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t-PiNet: A thermodynamics-informed hierarchical learning for discovering constitutive relations of geomaterials

Constructing multicomponent cluster expansions with machine-learning and chemical embedding

Predictive power-sharing scaling law in double-null L-mode plasmas