Creating Virtual Universes Using Generative Adversarial Networks. - Mustafa Mustafa; Deborah Bard; Wahid Bhimji; Rami Al-Rfou; Zarija Lukic (CoRR, 2017)

Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer. - Amrita Mathuriya; Thorsten Kurth; Vivek Rane; Mustafa Mustafa; Lei Shao; Debbie Bard; Prabhat; Victor W. Lee (CoRR, 2017)

Deep spatial transformers for autoregressive data-driven forecasting of geophysical turbulence. - Ashesh Chattopadhyay; Mustafa Mustafa; Pedram Hassanzadeh; Karthik Kashinath (CI, 2020)

Towards Physics-informed Deep Learning for Turbulent Flow Prediction. - Rui Wang 086; Karthik Kashinath; Mustafa Mustafa; Adrian Albert; Rose Yu (KDD, 2020)

MeshfreeFlowNet: a physics-constrained deep continuous space-time super-resolution framework. - Chiyu Max Jiang; Soheil Esmaeilzadeh; Kamyar Azizzadenesheli; Karthik Kashinath; Mustafa Mustafa; Hamdi A. Tchelepi; Philip Marcus; Prabhat; Anima Anandkumar (SC, 2020)

Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations. - Jaideep Pathak; Mustafa Mustafa; Karthik Kashinath; Emmanuel Motheau; Thorsten Kurth; Marcus Day (CoRR, 2020)

Self-Supervised Representation Learning for Astronomical Images. - Md. Abul Hayat; George Stein; Peter Harrington; Zarija Lukic; Mustafa Mustafa (CoRR, 2020)

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning. - Zhewei Yao; Amir Gholami; Sheng Shen 001; Mustafa Mustafa; Kurt Keutzer; Michael W. Mahoney (AAAI, 2021)

Estimating Galactic Distances From Images Using Self-supervised Representation Learning. - Md. Abul Hayat; Peter Harrington; George Stein; Zarija Lukic; Mustafa Mustafa (CoRR, 2021)

Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers. - Ashesh Chattopadhyay; Mustafa Mustafa; Pedram Hassanzadeh; Eviatar Bach; Karthik Kashinath (CoRR, 2021)

Fast, high-fidelity Lyman α forests with convolutional neural networks. - Peter Harrington; Mustafa Mustafa; Max Dornfest; Benjamin Horowitz; Zarija Lukic (CoRR, 2021)