Soheil Esmaeilzadeh
Soheil Esmaeilzadeh
Facebook AI - Stanford Ph.D. Alum
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Physics-informed machine learning: case studies for weather and climate modelling
K Kashinath, M Mustafa, A Albert, JL Wu, C Jiang, S Esmaeilzadeh, ...
Philosophical Transactions of the Royal Society A 379 (2194), 20200093, 2021
End-to-end Alzheimer’s disease diagnosis and biomarker identification
S Esmaeilzadeh, DI Belivanis, KM Pohl, E Adeli
Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018 …, 2018
Meshfreeflownet: A physics-constrained deep continuous space-time super-resolution framework
S Esmaeilzadeh, K Azizzadenesheli, K Kashinath, M Mustafa, ...
SC20: International Conference for High Performance Computing, Networking …, 2020
Shape optimization of wave energy converters for broadband directional incident waves
S Esmaeilzadeh, MR Alam
Ocean Engineering 174, 186-200, 2019
End-to-end parkinson disease diagnosis using brain mr-images by 3d-cnn
S Esmaeilzadeh, Y Yang, E Adeli
arXiv preprint arXiv:1806.05233, 2018
Multiscale modeling of compartmentalized reservoirs using a hybrid clustering-based non-local approach
S Esmaeilzadeh, A Salehi, G Hetz, F Olalotiti-lawal, H Darabi, ...
Journal of Petroleum Science and Engineering 184, 106485, 2020
A general spatio-temporal clustering-based non-local formulation for multiscale modeling of compartmentalized reservoirs
S Esmaeilzadeh, A Salehi, G Hetz, F Olalotiti-Lawal, H Darabi, ...
SPE Western Regional Meeting, D021S004R005, 2019
Layout optimisation of offshore wave energy converters using a novel multi-swarm cooperative algorithm with backtracking strategy: A case study from coasts of Australia
M Neshat, S Mirjalili, NY Sergiienko, S Esmaeilzadeh, E Amini, A Heydari, ...
Energy 239, 122463, 2022
Neural abstractive text summarization and fake news detection
S Esmaeilzadeh, GX Peh, A Xu
arXiv preprint arXiv:1904.00788, 2019
A critical review of the role of thin liquid films for modified salinity brine recovery processes
H Guo, N Nazari, S Esmaeilzadeh, AR Kovscek
Current Opinion in Colloid & Interface Science 50, 101393, 2020
Active cloaking in Stokes flows via reinforcement learning
M Mirzakhanloo, S Esmaeilzadeh, MR Alam
Journal of Fluid Mechanics 903, A34, 2020
Anima Anandkumar, et al. Meshfreeflownet: a physicsconstrained deep continuous space-time super-resolution framework
S Esmaeilzadeh, K Azizzadenesheli, K Kashinath, M Mustafa, ...
SC20: International Conference for High Performance Computing, Networking …, 0
Pore-scale study of water salinity effect on thin-film stability for a moving oil droplet
MO Abu-Al-Saud, S Esmaeilzadeh, A Riaz, HA Tchelepi
Journal of colloid and interface science 569, 366-377, 2020
Insights into the impact of water salinity on multiphase flow at the pore-scale in carbonate formations
M Abu-Al-Saud, S Esmaeilzadeh, H Tchelepi
SPE Middle East Oil and Gas Show and Conference, D041S049R002, 2019
Two-phase multiscale numerical framework for modeling thin films on curved solid surfaces in porous media
Z Qin, S Esmaeilzadeh, A Riaz, HA Tchelepi
Journal of Computational Physics 413, 109464, 2020
Wettability and capillary effects: Dynamics of pinch-off in unconstricted straight capillary tubes
S Esmaeilzadeh, Z Qin, A Riaz, HA Tchelepi
Physical Review E 102 (2), 023109, 2020
A Multiscale Data-Driven Forecasting Framework for Optimum Field Development Planning
A Salehi, G Hetz, S Esmaeilzadeh, F Olalotiti, D Castineira
SPE Latin America and Caribbean Petroleum Engineering Conference, D011S001R002, 2020
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning
S Esmaeilzadeh, N Salajegheh, A Ziai, J Boote
arXiv preprint arXiv:2203.02124, 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering
S Esmaeilzadeh, B Williams, D Shamsi, O Vikingstad
Artificial Intelligence in Education 13355, 526–532, 2022
Clinical Parameters Prediction for Gait Disorder Recognition
S Esmaeilzadeh, O Khebzegga, M Moradshahi
arXiv preprint arXiv:1806.04627, 2018
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