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

Humidifiers The prediction of stress, strain fields or fracture patterns, along with other physical quantities as a function of boundary 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 expensive an

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Integration or fragmentation? Latin America and the liberal order

Analytical assumptions regarding the East and West are emerging as key categories to understand and CALMING LAVENDER BABY WASH reinterpret the transformation of the liberal order underway.Amid these political changes, however, the Global South is (re)emerging as a meta-category whose nature takes multiple roles.From a historical perspective, this p

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Disease burden of breast cancer and risk factors in Europe 44 countries, 1990-2019: findings of the global burden of disease study 2019

BackgroundBreast cancer (BC) represents a significant health challenge in Europe due to its elevated prevalence and heterogeneity.Despite notable progress in diagnostic and treatment methods, the region continues to grapple with rising BC burdens, with comprehensive investigations into this matter notably lacking.This study explores BC burden and p

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Prostate Cancer Aggressiveness Prediction Using CT Images

Prostate Cancer (PCa) is mostly asymptomatic at an early stage and often painless requiring active surveillance screening.Transrectal Ultrasound Guided Biopsy (TRUS) is the principal method to diagnose PCa following a histological examination by observing cell pattern irregularities and assigning the Gleason Score (GS) Outdoor Ottoman according to

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