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Scientific Computing Lab 's Projects

backus icon backus

Backus: A Scalable Framework for Scientific Code in Modern Fortran and MPI-3

compar icon compar

ComPar: Optimized Compiler for Automatic OpenMP S2S Parallelization using Code Segmentation and Hyperparameters Tuning

hpcorpus icon hpcorpus

HPCorpus: C, C++ and Fortran codes from GitHub

mlography icon mlography

Machine Learning approach for Meatallographic purposes

mpi-rical icon mpi-rical

MPI-rical: Data-Driven MPI Distributed Parallelism Assistance with Transformers

mpi-rigen icon mpi-rigen

MPI Code Generation through Domain-Specific Language Models

multi-view-foams icon multi-view-foams

Determining HEDP Foams' Quality with Multi-View Deep Learning Classification

ompify icon ompify

Generate OpenMP pragmas for C, C++ and Fortran code snippets using Transformers

rayleai icon rayleai

A Simulated Rayleigh-Taylor Instability Annotated Database

scalsale icon scalsale

ScalSALE: Scalable MPI+X SALE Fortran Benchmark Framework for Supercomputers

simulai icon simulai

SimulAI: Complete Deep Computer-Vision Methodology for Investigating Hydrodynamic Instabilities

storingstorage icon storingstorage

Assessing the Use Cases of Persistent Memory in High-Performance Scientific Computing

streamer icon streamer

STREAMer: Benchmarking remote volatile and non-volatile memory bandwidth

tokompiler icon tokompiler

Scope is all you need: Transforming LLMs for HPC Code

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