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Convergence of deep learning and high performance computing: challenges and solutions

Njoroge Kahira, Albert (Date of defense: 30-07-2021)
Deep Learning has achieved outstanding results in many fields and led to groundbreaking discoveries. With the steady increase in datasets and model sizes, there has been a recent surge in Machine Learning applications in ...
Towards stochastic methods in CFD for engineering applications

Tosi, Riccardo (Date of defense: 21-12-2021)
Recent developments of high performance computing capabilities allow solving modern science problems employing sophisticated computational techniques. However, it is necessary to ensure the efficiency of state of the art ...