Search Results for author: Sajad Salavatidezfouli

Found 2 papers, 0 papers with code

A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface

no code implementations16 Feb 2024 Sajad Salavatidezfouli, Saeid Rakhsha, Armin Sheidani, Giovanni Stabile, Gianluigi Rozza

This paper aims to comprehensively investigate the efficacy of various Model Order Reduction (MOR) and deep learning techniques in predicting heat transfer in a pulsed jet impinging on a concave surface.

Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets

no code implementations25 Sep 2023 Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza

Soft Double and Duel DQN achieved better thermal control performance among all the variants due to their efficient learning and action prioritization capabilities.

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