END-TO-END PREDICTION OF MULTIMATERIAL STRESS FIELDS AND FRACTURE PATTERNS USING CYCLE-CONSISTENT ADVERSARIAL AND TRANSFORMER NEURAL NETWORKS

End-to-end prediction of multimaterial stress fields and fracture patterns using cycle-consistent adversarial and transformer neural networks

The prediction of stress, strain fields or fracture patterns, along with other physical quantities as a function of boundary operation igloo white conditions and material microstructure, is an important objective of various physics-based simulation methods like finite element models or molecular dynamics modeling.However, such simulations may be ex

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The Monetary Policy and the Real Estate Market

In this paper, we intend to study the connection between monetary policy measures and the boom and bust cycles of the real estate markets in different countries.Many recent articles consider that central banks had an important contribution in bushranger awning triggering the global crisis and the collapse of the real estate markets during 2007-2009

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