most citedStatistical analysis of Discrete Dislocation Dynamics simulations: initial structures, cross-slip and microstructure evolution

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cs.LG2023

Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties

Binh Duong Nguyen, Pavlo Potapenko, Aytekin Dermici +3

Determining, understanding, and predicting the so-called structure-property relation is an important task in many scientific disciplines, such as chemistry, biology, meteorology, p…