Zarija Lukic

According to our database, Zarija Lukic authored at least 20 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine Learning.

Pu Ren, N. Benjamin Erichson, Shashank Subramanian, Omer San, Zarija Lukic, Michael W. Mahoney

CoRR, 2023

AMRIC: A Novel In Situ Lossy Compression Framework for Efficient I/O in Adaptive Mesh Refinement Applications.

Daoce Wang, Jesus Pulido, Pascal Grosset, Jiannan Tian, Sian Jin, Houjun Tang, Jean M. Sexton, Sheng Di, Kai Zhao, Bo Fang, Zarija Lukic, Franck Cappello, James P. Ahrens, Dingwen Tao

Proceedings of the International Conference for High Performance Computing, 2023

2022

NYX COSMOLOGICAL SIMULATION DATA.

Zarija Lukic

Dataset, August, 2022

Accelerating Parallel Write via Deeply Integrating Predictive Lossy Compression with HDF5.

Sian Jin, Dingwen Tao, Houjun Tang, Sheng Di, Suren Byna, Zarija Lukic, Franck Cappello

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

Nyx: A Massively Parallel AMR Code for Computational Cosmology.

Jean M. Sexton, Zarija Lukic, Ann S. Almgren, Christopher S. Daley, Brian Friesen, Andrew Myers, Weiqun Zhang

J. Open Source Softw., 2021

Self-supervised similarity search for large scientific datasets.

George Stein, Peter Harrington, Jacqueline Blaum, Tomislav Medan, Zarija Lukic

CoRR, 2021

Mining for strong gravitational lenses with self-supervised learning.

George Stein, Jacqueline Blaum, Peter Harrington, Tomislav Medan, Zarija Lukic

CoRR, 2021

Fast, high-fidelity Lyman α forests with convolutional neural networks.

Peter Harrington, Mustafa Mustafa, Max Dornfest, Benjamin Horowitz, Zarija Lukic

CoRR, 2021

Estimating Galactic Distances From Images Using Self-supervised Representation Learning.

Md. Abul Hayat, Peter Harrington, George Stein, Zarija Lukic, Mustafa Mustafa

CoRR, 2021

2020

Self-Supervised Representation Learning for Astronomical Images.

Md. Abul Hayat, George Stein, Peter Harrington, Zarija Lukic, Mustafa Mustafa

CoRR, 2020

2019

Nyx Cosmological Simulation Data.

Zarija Lukic

Dataset, December, 2019

Tuning Object-Centric Data Management Systems for Large Scale Scientific Applications.

Houjun Tang, Suren Byna, Stephen Bailey, Zarija Lukic, Jialin Liu, Quincey Koziol, Bin Dong

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

2017

Creating Virtual Universes Using Generative Adversarial Networks.

Mustafa Mustafa, Deborah Bard, Wahid Bhimji, Rami Al-Rfou, Zarija Lukic

CoRR, 2017

HACC: extreme scaling and performance across diverse architectures.

Salman Habib, Vitali A. Morozov, Nicholas Frontiere, Hal Finkel, Adrian Pope, Katrin Heitmann, Kalyan Kumaran, Venkatram Vishwanath, Tom Peterka, Joseph A. Insley, David Daniel, Patricia K. Fasel, Zarija Lukic

Commun. ACM, 2017

Programmable In Situ System for Iterative Workflows.

Erich Lohrmann, Zarija Lukic, Dmitriy Morozov, Juliane Müller

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2017

2016

Performance analysis, design considerations, and applications of extreme-scale <i>in situ</i> infrastructures.

Utkarsh Ayachit, Andrew C. Bauer, Earl P. N. Duque, Greg Eisenhauer, Nicola J. Ferrier, Junmin Gu, Kenneth E. Jansen, Burlen Loring, Zarija Lukic, Suresh Menon, Dmitriy Morozov, Patrick O'Leary, Reetesh Ranjan, Michel E. Rasquin, Christopher P. Stone, Venkatram Vishwanath, Gunther H. Weber, Brad Whitlock, Matthew Wolf, K. John Wu, E. Wes Bethel

Proceedings of the International Conference for High Performance Computing, 2016

Master of Puppets: Cooperative Multitasking for In Situ Processing.

Dmitriy Morozov, Zarija Lukic

Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

2015

BD-CATS: big data clustering at trillion particle scale.

Md. Mostofa Ali Patwary, Surendra Byna, Nadathur Rajagopalan Satish, Narayanan Sundaram, Zarija Lukic, Vadim Roytershteyn, Michael J. Anderson, Yushu Yao, Prabhat, Pradeep Dubey

Proceedings of the International Conference for High Performance Computing, 2015

2012

The universe at extreme scale: multi-petaflop sky simulation on the BG/Q.

Salman Habib, Vitali A. Morozov, Hal Finkel, Adrian Pope, Katrin Heitmann, Kalyan Kumaran, Tom Peterka, Joseph A. Insley, David Daniel, Patricia K. Fasel, Nicholas Frontiere, Zarija Lukic

Proceedings of the SC Conference on High Performance Computing Networking, 2012

2010

The Accelerated Universe.

Adrian Pope, Salman Habib, Zarija Lukic, David Daniel, Patricia K. Fasel, Katrin Heitmann, Nehal Desai

Comput. Sci. Eng., 2010