Timothy Mattson

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Parallel Execution

Message Passing

Distributed Memory

Top Venues

Publications

Nadav Schneider, Niranjan Hasabnis, Vy A. Vo, Tal Kadosh, Neva Krien, Mihai Capota, Abdul Wasay, Guy Tamir, Ted Willke, Nesreen K. Ahmed, Yuval Pinter, Timothy Mattson, Gal Oren
MPIrigen: MPI Code Generation through Domain-Specific Language Models. CoRR (2024)
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Mihai Capota, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy Mattson, Gal Oren
Domain-Specific Code Language Models: Unraveling the Potential for HPC Codes and Tasks. CoRR (2023)
Tal Kadosh, Nadav Schneider, Niranjan Hasabnis, Timothy Mattson, Yuval Pinter, Gal Oren
Advising OpenMP Parallelization via a Graph-Based Approach with Transformers. CoRR (2023)
Nadav Schneider, Tal Kadosh, Niranjan Hasabnis, Timothy Mattson, Yuval Pinter, Gal Oren
MPI-RICAL: Data-Driven MPI Distributed Parallelism Assistance with Transformers. SC Workshops (2023)
Tal Kadosh, Niranjan Hasabnis, Timothy Mattson, Yuval Pinter, Gal Oren
Quantifying OpenMP: Statistical Insights into Usage and Adoption. CoRR (2023)
Tal Kadosh, Nadav Schneider, Niranjan Hasabnis, Timothy Mattson, Yuval Pinter, Gal Oren
Advising OpenMP Parallelization via A Graph-Based Approach with Transformers. IWOMP (2023)
Tal Kadosh, Niranjan Hasabnis, Vy A. Vo, Nadav Schneider, Neva Krien, Abdul Wasay, Nesreen K. Ahmed, Ted Willke, Guy Tamir, Yuval Pinter, Timothy Mattson, Gal Oren
Scope is all you need: Transforming LLMs for HPC Code. CoRR (2023)
Nadav Schneider, Tal Kadosh, Niranjan Hasabnis, Timothy Mattson, Yuval Pinter, Gal Oren
MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers. CoRR (2023)
Tal Kadosh, Niranjan Hasabnis, Timothy Mattson, Yuval Pinter, Gal Oren
Quantifying OpenMP: Statistical Insights into Usage and Adoption. HPEC (2023)