Joshua Romero

According to our database, Joshua Romero authored at least 17 papers between 2016 and 2023.

Collaborative distances:

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

2023

Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks.

Aristeidis Tsaris, Joshua Romero, Thorsten Kurth, Jacob D. Hinkle, Hong-Jun Yoon, Feiyi Wang, Sajal Dash, Georgia D. Tourassi

Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

Clinical validation of rapid GPU-enabled DTI tractography of the brain.

Felix Liu, Vanitha Sankaranarayanan, Javier E. Villanueva-Meyer, Shawn Hervey-Jumper, James Hawkins, Pablo F. Damasceno, Mauro Bisson, Joshua Romero, Thorsten Kurth, Massimiliano Fatica, Eleftherios Garyfallidis, Ariel Rokem, Jason C. Crane, Sharmila Majumdar

Proceedings of the High Performance Computing for Imaging 2023, 2023

2022

FSEI-GPU: GPU accelerated simulations of the fluid-structure-electrophysiology interaction in the left heart.

Francesco Viola, Vamsi Spandan, Valentina Meschini, Joshua Romero, Massimiliano Fatica, Marco D. de Tullio, Roberto Verzicco

Comput. Phys. Commun., 2022

Distributed-memory simulations of turbulent flows on modern GPU systems using an adaptive pencil decomposition library.

Joshua Romero, Pedro Costa, Massimiliano Fatica

Proceedings of the PASC '22: Platform for Advanced Scientific Computing Conference, Basel, Switzerland, June 27, 2022

Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks.

Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson

Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

2020

ZEFR: A GPU-accelerated high-order solver for compressible viscous flows using the flux reconstruction method.

Joshua Romero, Jacob Crabill, Jerry Watkins, Freddie D. Witherden, Antony Jameson

Comput. Phys. Commun., 2020

High performance implementations of the 2D Ising model on GPUs.

Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi

Comput. Phys. Commun., 2020

2019

Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs.

Liu Yang, Sean Treichler, Thorsten Kurth, Keno Fischer, David A. Barajas-Solano, Joshua Romero, Valentin Churavy, Alexandre M. Tartakovsky, Michael Houston, Prabhat, George E. Karniadakis

CoRR, 2019

Exascale Deep Learning for Scientific Inverse Problems.

Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson

CoRR, 2019

A Performance Study of the 2D Ising Model on GPUs.

Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi

CoRR, 2019

Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs.

Liu Yang, Prabhat, George E. Karniadakis, Sean Treichler, Thorsten Kurth, Keno Fischer, David A. Barajas-Solano, Joshua Romero, Valentin Churavy, Alexandre M. Tartakovsky, Michael Houston

Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019

2018

AFiD-GPU: A versatile Navier-Stokes solver for wall-bounded turbulent flows on GPU clusters.

Xiaojue Zhu, Everett H. Phillips, Vamsi Spandan, John Donners, Gregory Ruetsch, Joshua Romero, Rodolfo Ostilla Monico, Yantao Yang, Detlef Lohse, Roberto Verzicco, Massimiliano Fatica, Richard J. A. M. Stevens

Comput. Phys. Commun., 2018

Exascale deep learning for climate analytics.

Thorsten Kurth, Sean Treichler, Joshua Romero, Mayur Mudigonda, Nathan Luehr, Everett H. Phillips, Ankur Mahesh, Michael A. Matheson, Jack Deslippe, Massimiliano Fatica, Prabhat, Michael Houston

Proceedings of the International Conference for High Performance Computing, 2018

CAR: Computerized Assistant Referee for Determining the Offside Rule in Soccer by Using Computer Vision.

Jesús Jaime Moreno Escobar, Joshua Romero, Oswaldo Morales Matamoros, Ricardo Tejeida Padilla

Proceedings of the Intelligent Systems and Applications, 2018

2017

A Direct Flux Reconstruction Scheme for Advection-Diffusion Problems on Triangular Grids.

Joshua Romero, Freddie D. Witherden, Antony Jameson

J. Sci. Comput., 2017

A Performance Study of Quantum ESPRESSO's PWscf Code on Multi-core and GPU Systems.

Joshua Romero, Everett H. Phillips, Gregory Ruetsch, Massimiliano Fatica, Filippo Spiga, Paolo Giannozzi

Proceedings of the High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, 2017

2016

A Simplified Formulation of the Flux Reconstruction Method.

Joshua Romero, Kartikey Asthana, Antony Jameson

J. Sci. Comput., 2016