Hamidreza Eivazi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Multiscale Decomposition

Artificial Intelligence

Top Venues

Expert Syst. Appl.

Tiny Papers @ ICLR

Publications

Hamidreza Eivazi, Stefan H. A. Wittek, Andreas Rausch
Nonlinear model reduction for operator learning. Tiny Papers @ ICLR (2024)
Aniel Jardines, Hamidreza Eivazi, Elias Zea, Javier García-Heras, Juan Simarro, Evelyn Otero, Manuel Soler, Ricardo Vinuesa
Thunderstorm prediction during pre-tactical air-traffic-flow management using convolutional neural networks. Expert Syst. Appl. 241 (2024)
Hamidreza Eivazi, Stefan H. A. Wittek, Andreas Rausch
Nonlinear model reduction for operator learning. CoRR (2024)
Hamidreza Eivazi, Mahyar Alikhani, Jendrik-Alexander Tröger, Stefan H. A. Wittek, Stefan Hartmann, Andreas Rausch
Enhancing Multiscale Simulations with Constitutive Relations-Aware Deep Operator Networks. CoRR (2024)
Hamidreza Eivazi, Ricardo Vinuesa
Physics-informed deep-learning applications to experimental fluid mechanics. CoRR (2022)
Joongoo Jeon, Juhyeong Lee, Hamidreza Eivazi, Ricardo Vinuesa, Sung Joong Kim
Physics-Informed Transfer Learning Strategy to Accelerate Unsteady Fluid Flow Simulations. CoRR (2022)
Alejandro Sánchez-Roncero, Òscar Garibo-i-Ortsa, J. Alberto Conejero, Hamidreza Eivazi, Fermín Mallor, Emelie Rosenberg, Francesco Fuso Nerini, Javier García-Martínez, Ricardo Vinuesa, Sergio Hoyas
The Sustainable Development Goals and Aerospace Engineering: A critical note through Artificial Intelligence. CoRR (2022)
Giuseppe Borrelli, Luca Guastoni, Hamidreza Eivazi, Philipp Schlatter, Ricardo Vinuesa
Predicting the temporal dynamics of turbulent channels through deep learning. CoRR (2022)
Beril Sirmaçek, S. Gupta, Fermín Mallor, Hossein Azizpour, Y. Ban, Hamidreza Eivazi, H. Fang, F. Golzar, Iolanda Leite, Gaspar Isaac Melsión, K. Smith, F. Fuso Nerini, Ricardo Vinuesa
The potential of artificial intelligence for achieving healthy and sustainable societies. CoRR (2022)
Hamidreza Eivazi, Soledad Le Clainche, Sergio Hoyas, Ricardo Vinuesa
Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows. Expert Syst. Appl. 202 (2022)
Hamidreza Eivazi, Mojtaba Tahani, Philipp Schlatter, Ricardo Vinuesa
Physics-informed neural networks for solving Reynolds-averaged Navier-Stokes equations. CoRR (2021)
Hamidreza Eivazi, Soledad Le Clainche Martínez, Sergio Hoyas, Ricardo Vinuesa
Towards extraction of orthogonal and parsimonious non-linear modes from turbulent flows. CoRR (2021)
Hamidreza Eivazi, Hadi Veisi, Mohammad Hossein Naderi, Vahid Esfahanian
Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows. CoRR (2020)
Hamidreza Eivazi, Luca Guastoni, Philipp Schlatter, Hossein Azizpour, Ricardo Vinuesa
Recurrent neural networks and Koopman-based frameworks for temporal predictions in turbulence. CoRR (2020)