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

May 01, 2020
Chiyu Max Jiang, Soheil Esmaeilzadeh, Kamyar Azizzadenesheli, Karthik Kashinath, Mustafa Mustafa, Hamdi A. Tchelepi, Philip Marcus, Prabhat, Anima Anandkumar

* Supplementary Video: 

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A General Spatio-Temporal Clustering-Based Non-local Formulation for Multiscale Modeling of Compartmentalized Reservoirs

Apr 28, 2019
Soheil Esmaeilzadeh, Amir Salehi, Gill Hetz, Feyisayo Olalotiti-lawal, Hamed Darabi, David Castineira

* Machine Learning Session, WRM 2019 Conference 

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Neural Abstractive Text Summarization and Fake News Detection

Mar 24, 2019
Soheil Esmaeilzadeh, Gao Xian Peh, Angela Xu

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End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification

Oct 01, 2018
Soheil Esmaeilzadeh, Dimitrios Ioannis Belivanis, Kilian M. Pohl, Ehsan Adeli

* Machine Learning in Medical Imaging. MLMI 2018. Lecture Notes in Computer Science, vol 11046. Springer, Cham 

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

Jun 13, 2018
Soheil Esmaeilzadeh, Yao Yang, Ehsan Adeli

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Clinical Parameters Prediction for Gait Disorder Recognition

May 22, 2018
Soheil Esmaeilzadeh, Ouassim Khebzegga, Mehrad Moradshahi

* 6 pages 

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