Mustafa Mustafa

14 papers A* 2A 1Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	VulReaD: Knowledge-Graph-guided Software Vulnerability Reasoning and Detection. CoRR Samal Mukhtar, Yinghua Yao, Zhu Sun, Mustafa Mustafa, Yew Soon Ong, Youcheng Sun
2021	A*	`conf`	ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning. AAAI Zhewei Yao, Amir Gholami, Sheng Shen, Mustafa Mustafa, Kurt Keutzer, Michael W. Mahoney
2021	J	`jnl`	Estimating Galactic Distances From Images Using Self-supervised Representation Learning. CoRR Md. Abul Hayat, Peter Harrington, George Stein, Zarija Lukic, Mustafa Mustafa
2021	J	`jnl`	Fast, high-fidelity Lyman α forests with convolutional neural networks. CoRR Peter Harrington, Mustafa Mustafa, Max Dornfest, Benjamin Horowitz, Zarija Lukic
2021	J	`jnl`	Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers. CoRR Ashesh Chattopadhyay, Mustafa Mustafa, Pedram Hassanzadeh, Eviatar Bach, Karthik Kashinath
2020	—	`conf`	Deep spatial transformers for autoregressive data-driven forecasting of geophysical turbulence. CI Ashesh Chattopadhyay, Mustafa Mustafa, Pedram Hassanzadeh, Karthik Kashinath
2020	J	`jnl`	MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework. CoRR Chiyu Max Jiang, Soheil Esmaeilzadeh, Kamyar Azizzadenesheli, Karthik Kashinath, Mustafa Mustafa, Hamdi A. Tchelepi, Philip Marcus, Prabhat, Anima Anandkumar
2020	A	`conf`	MeshfreeFlowNet: a physics-constrained deep continuous space-time super-resolution framework. SC Chiyu Max Jiang, Soheil Esmaeilzadeh, Kamyar Azizzadenesheli, Karthik Kashinath, Mustafa Mustafa, Hamdi A. Tchelepi, Philip Marcus, Prabhat, Anima Anandkumar
2020	J	`jnl`	Self-Supervised Representation Learning for Astronomical Images. CoRR Md. Abul Hayat, George Stein, Peter Harrington, Zarija Lukic, Mustafa Mustafa
2020	A*	`conf`	Towards Physics-informed Deep Learning for Turbulent Flow Prediction. KDD Rui Wang, Karthik Kashinath, Mustafa Mustafa, Adrian Albert, Rose Yu
2020	J	`jnl`	Using Machine Learning to Augment Coarse-Grid Computational Fluid Dynamics Simulations. CoRR Jaideep Pathak, Mustafa Mustafa, Karthik Kashinath, Emmanuel Motheau, Thorsten Kurth, Marcus Day
2019	J	`jnl`	Towards Physics-informed Deep Learning for Turbulent Flow Prediction. CoRR Rui Wang, Karthik Kashinath, Mustafa Mustafa, Adrian Albert, Rose Yu
2017	J	`jnl`	Creating Virtual Universes Using Generative Adversarial Networks. CoRR Mustafa Mustafa, Deborah Bard, Wahid Bhimji, Rami Al-Rfou, Zarija Lukic
2017	J	`jnl`	Scaling GRPC Tensorflow on 512 nodes of Cori Supercomputer. CoRR Amrita Mathuriya, Thorsten Kurth, Vivek Rane, Mustafa Mustafa, Lei Shao, Debbie Bard, Prabhat, Victor W. Lee