Joshua Romero

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Diffusion Weighted Imaging

Learning Frameworks

Top Venues

Comput. Phys. Commun.

High Performance Computing for Imaging

Publications

Aristeidis Tsaris, Joshua Romero, Thorsten Kurth, Jacob D. Hinkle, Hong-Jun Yoon, Feiyi Wang, Sajal Dash, Georgia D. Tourassi
Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks. PASC (2023)
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
Clinical validation of rapid GPU-enabled DTI tractography of the brain. High Performance Computing for Imaging (2023)
Joshua Romero, Pedro Costa, Massimiliano Fatica
Distributed-memory simulations of turbulent flows on modern GPU systems using an adaptive pencil decomposition library. PASC (2022)
Francesco Viola, Vamsi Spandan, Valentina Meschini, Joshua Romero, Massimiliano Fatica, Marco D. de Tullio, Roberto Verzicco
FSEI-GPU: GPU accelerated simulations of the fluid-structure-electrophysiology interaction in the left heart. Comput. Phys. Commun. 273 (2022)
Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks. NSDI (2022)
Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi
High performance implementations of the 2D Ising model on GPUs. Comput. Phys. Commun. 256 (2020)
Joshua Romero, Jacob Crabill, Jerry Watkins, Freddie D. Witherden, Antony Jameson
ZEFR: A GPU-accelerated high-order solver for compressible viscous flows using the flux reconstruction method. Comput. Phys. Commun. 250 (2020)
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
Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs. DLS@SC (2019)
Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi
A Performance Study of the 2D Ising Model on GPUs. CoRR (2019)
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
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs. CoRR (2019)
Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
Exascale Deep Learning for Scientific Inverse Problems. CoRR (2019)
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
Exascale deep learning for climate analytics. SC (2018)
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
Exascale Deep Learning for Climate Analytics. CoRR (2018)
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
AFiD-GPU: A versatile Navier-Stokes solver for wall-bounded turbulent flows on GPU clusters. Comput. Phys. Commun. 229 (2018)
Jesús Jaime Moreno Escobar, Joshua Romero, Oswaldo Morales Matamoros, Ricardo Tejeida Padilla
CAR: Computerized Assistant Referee for Determining the Offside Rule in Soccer by Using Computer Vision. IntelliSys (2) (2018)
Joshua Romero, Everett H. Phillips, Gregory Ruetsch, Massimiliano Fatica, Filippo Spiga, Paolo Giannozzi
A Performance Study of Quantum ESPRESSO's PWscf Code on Multi-core and GPU Systems. PMBS@SC (2017)