Cover Image

Enabling GPU Portability into the Numba-JITed Monte Carlo Particle Transport Code MC/DC

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Morgan, Joanna Piper, Cuneo, Braxton, Variansyah, Ilham, Niemeyer, Kyle E.
Format:	Preprint
Published:	2025
Subjects:	Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Performance Portable Monte Carlo Neutron Transport in MCDC via Numba
by: Morgan, Joanna Piper, et al.
Published: (2024)

Comparing the Performance of MC/DC's on-GPU Event-based Processing Methods in Multigroup and Continuous-energy Problems
by: Cuneo, Braxton, et al.
Published: (2025)

An Alternative to Stride-Based RNG for Monte Carlo Transport
by: Cuneo, Braxton S., et al.
Published: (2024)

One-Cell Inversion for Solving Higher-Order Time-Dependent Radiation Transport on GPUs
by: Morgan, Joanna Piper, et al.
Published: (2025)

Hybrid Delta Tracking Schemes Using a Track-Length Estimator
by: Morgan, Joanna Piper, et al.
Published: (2025)

Interplay of Variance Reduction and Population Control in Monte Carlo Neutron Transport
by: Northrop, Jordan, et al.
Published: (2025)

Implicit Collision Multiplicity Adjustment for Efficient Monte Carlo Transport Simulation of Reactivity Excursion
by: Variansyah, Ilham, et al.
Published: (2025)

Derivative Source Method for Monte Carlo Transport Calculation of Sensitivities to Material Densities and Dimensions
by: Variansyah, Ilham, et al.
Published: (2025)

Compressed Sensing Methods for Memory Reduction in Monte Carlo Simulations
by: Lame, Ethan, et al.
Published: (2026)

Mitigating Spatial Error in the iterative-Quasi-Monte Carlo (iQMC) Method for Neutron Transport Simulations with Linear Discontinuous Source Tilting and Effective Scattering and Fission Rate Tallies
by: Pasmann, Samuel, et al.
Published: (2024)

The Monte Carlo Computational Summit -- October 25 & 26, 2023 -- Notre Dame, Indiana, USA
by: Morgan, Joanna Piper, et al.
Published: (2024)

A Batch Power Iteration Approach for the Iterative Quasi-Monte Carlo Method Using a Randomized-Halton Sequence
by: Pasmann, Samuel, et al.
Published: (2025)

GPU Acceleration of Monte Carlo Tallies on Unstructured Meshes in OpenMC with PUMI-Tally
by: Hasan, Fuad, et al.
Published: (2025)

Generative Monte Carlo Sampling for Constant-Cost Particle Transport
by: Farmer, Joseph A., et al.
Published: (2025)

Performance Portable Monte Carlo Particle Transport on Intel, NVIDIA, and AMD GPUs
by: Tramm, John, et al.
Published: (2024)

Uncertainty quantification of reacting fluids interacting with porous media using a hybrid physics-based and data-driven approach
by: Behnoudfar, Diba, et al.
Published: (2025)

Multi-GPU Hybrid Particle-in-Cell Monte Carlo Simulations for Exascale Computing Systems
by: Williams, Jeremy J., et al.
Published: (2026)

Multi-Level Hybrid Monte Carlo / Deterministic Methods for Particle Transport Problems
by: Novellino, Vincent N., et al.
Published: (2025)

GPU Acceleration and Portability of the TRIMEG Code for Gyrokinetic Plasma Simulations using OpenMP
by: Daneri, Giorgio
Published: (2026)

Accelerating Particle-in-Cell Monte Carlo Simulations with MPI, OpenMP/OpenACC and Asynchronous Multi-GPU Programming
by: Williams, Jeremy J., et al.
Published: (2024)

Hybrid Weight Window Method for Global Time-Dependent Monte Carlo Particle Transport Calculations
by: Shaw, Caleb A., et al.
Published: (2025)

Variational Monte Carlo with Large Patched Transformers
by: Sprague, Kyle, et al.
Published: (2023)

Energy-Preserving Coupling of Explicit Particle-In-Cell with Monte Carlo Collisions
by: Vay, Jean-Luc, et al.
Published: (2024)

Portable GPU implementation of the WP-CCC ion-atom collisions code
by: Abdurakhmanov, I. B., et al.
Published: (2024)

Understanding the Impact of openPMD on BIT1, a Particle-in-Cell Monte Carlo Code, through Instrumentation, Monitoring, and In-Situ Analysis
by: Williams, Jeremy J., et al.
Published: (2024)

GPU-accelerated Auxiliary-field quantum Monte Carlo with multi-Slater determinant trial states
by: Huang, Yifei, et al.
Published: (2024)

GPU-Portable Real-Space Density Functional Theory Implementation on Unified-Memory Architectures
by: Ito, Atsushi M.
Published: (2025)

Synthesizing Particle-in-Cell Simulations Through Learning and GPU Computing for Hybrid Particle Accelerator Beamlines
by: Sandberg, Ryan T., et al.
Published: (2024)

GROMACS on AMD GPU-Based HPC Platforms: Using SYCL for Performance and Portability
by: Alekseenko, Andrey, et al.
Published: (2024)

Variational and Diffusion Quantum Monte Carlo Calculations with the CASINO Code
by: Needs, R. J., et al.
Published: (2020)

Randomized Quasi-Monte Carlo Sampling in The Random Ray Method for Neutron Transport Simulations
by: Pasmann, Samuel, et al.
Published: (2025)

An Efficient Monte Carlo Simulation for Radiation Transport Based on Global Optimal Reference Field
by: Huang, Minsheng, et al.
Published: (2024)

Numba-Accelerated 2D Diffusion-Limited Aggregation: Implementation and Fractal Characterization
by: Herho, Sandy H. S., et al.
Published: (2026)

Fluid Implicit Particle Simulation for CPU and GPU
by: Centeno, Pedro, et al.
Published: (2024)

Deep Learning-Accelerated Dynamic Kinetic Monte Carlo Simulation for Hydrogen Transport in Tungsten
by: Saito, Seiki, et al.
Published: (2026)

URANOS -- a novel voxel engine Neutron Transport Monte-Carlo Simulation
by: Köhli, Markus, et al.
Published: (2025)

An axion framework for Particle-in-Cell codes with Monte-Carlo sampling: emission, absorption, and detailed balance in plasmas
by: Radford, Miles, et al.
Published: (2026)

Efficient GPU Parallelization of Electronic Transport and Nonequilibrium Dynamics from Electron-Phonon Interactions in the Perturbo Code
by: Peng, Shiyu, et al.
Published: (2025)

Enabling High-Throughput Parallel I/O in Particle-in-Cell Monte Carlo Simulations with openPMD and Darshan I/O Monitoring
by: Williams, Jeremy J., et al.
Published: (2024)

Low-Temperature Electron Transport in [110] and [100] Silicon Nanowires: A DFT - Monte Carlo study
by: Shiri, Daryoush, et al.
Published: (2024)