Soheil Esmaeilzadeh

Physics-informed machine learning: case studies for weather and climate modelling

Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 582 citations

Multiscale modeling of compartmentalized reservoirs using a hybrid clustering-based non-local approach

Soheil Esmaeilzadeh, Amir Masoud Salehi, Gill Hetz et al. · Journal of Petroleum Science and Engineering · 2019 · 56 citations

Hydrogeology, Petroleum Engineering, Engineering +11

Layout optimisation of offshore wave energy converters using a novel multi-swarm cooperative algorithm with backtracking strategy: A case study from coasts of Australia

Mehdi Neshat, Seyedali Mirjalili, Nataliia Y. Sergiienko et al. · Energy · 2021 · 56 citations · Full text

Engineering, Ocean Engineering, Energy Management +9

End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN

Soheil Esmaeilzadeh, Yao Yang, Ehsan Adeli · arXiv (Cornell University) · 2018 · 47 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

MESHFREEFLOWNET: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework

Chiyu Max Jiang, Soheil Esmaeilzadeh, Kamyar Azizzadenesheli et al. · 2020 · 47 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18