Joshua Romero

19 papers A 1Misc 1Journal 10Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Peak Performance Model for All-to-all on Hierarchical Systems and Its Applications.
SC Workshops
Rohini Uma-Vaideswaran, Joshua Romero, Daniel L. Dotson, David Appelhans, P. K. Yeung
2023 — conf
Clinical validation of rapid GPU-enabled DTI tractography of the brain.
High Performance Computing for Imaging
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
2023 — conf
Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks.
PASC
Aristeidis Tsaris, Joshua Romero, Thorsten Kurth, Jacob D. Hinkle, Hong-Jun Yoon, Feiyi Wang, Sajal Dash, Georgia D. Tourassi
2022 Misc conf
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks.
NSDI
Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
2022 — conf
Distributed-memory simulations of turbulent flows on modern GPU systems using an adaptive pencil decomposition library.
PASC
Joshua Romero, Pedro Costa, Massimiliano Fatica
2022 J jnl
FSEI-GPU: GPU accelerated simulations of the fluid-structure-electrophysiology interaction in the left heart.
Comput. Phys. Commun.
Francesco Viola, Vamsi Spandan, Valentina Meschini, Joshua Romero, Massimiliano Fatica, Marco D. de Tullio, Roberto Verzicco
2020 J jnl
High performance implementations of the 2D Ising model on GPUs.
Comput. Phys. Commun.
Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi
2020 J jnl
ZEFR: A GPU-accelerated high-order solver for compressible viscous flows using the flux reconstruction method.
Comput. Phys. Commun.
Joshua Romero, Jacob Crabill, Jerry Watkins, Freddie D. Witherden, Antony Jameson
2019 J jnl
A Performance Study of the 2D Ising Model on GPUs.
CoRR
Joshua Romero, Mauro Bisson, Massimiliano Fatica, Massimo Bernaschi
2019 J jnl
Exascale Deep Learning for Scientific Inverse Problems.
CoRR
Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
2019 — conf
Highly-Ccalable, Physics-Informed GANs for Learning Solutions of Stochastic PDEs.
DLS@SC
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
2019 J jnl
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs.
CoRR
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
2018 J jnl
AFiD-GPU: A versatile Navier-Stokes solver for wall-bounded turbulent flows on GPU clusters.
Comput. Phys. Commun.
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
2018 — conf
CAR: Computerized Assistant Referee for Determining the Offside Rule in Soccer by Using Computer Vision.
IntelliSys (2)
Jesús Jaime Moreno Escobar, Joshua Romero, Oswaldo Morales Matamoros, Ricardo Tejeida Padilla
2018 J jnl
Exascale Deep Learning for Climate Analytics.
CoRR
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
2018 A conf
Exascale deep learning for climate analytics.
SC
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
2017 J jnl
A Direct Flux Reconstruction Scheme for Advection-Diffusion Problems on Triangular Grids.
J. Sci. Comput.
Joshua Romero, Freddie D. Witherden, Antony Jameson
2017 — conf
A Performance Study of Quantum ESPRESSO's PWscf Code on Multi-core and GPU Systems.
PMBS@SC
Joshua Romero, Everett H. Phillips, Gregory Ruetsch, Massimiliano Fatica, Filippo Spiga, Paolo Giannozzi
2016 J jnl
A Simplified Formulation of the Flux Reconstruction Method.
J. Sci. Comput.
Joshua Romero, Kartikey Asthana, Antony Jameson