Tom Deakin

University of Bristol — United Kingdom

Computer Science · Physical Sciences

13h-index641citations62works0.72yr avg
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Research Topics

Parallel Computing and Optimization Techniques(32), Advanced Data Storage Technologies(20), Distributed and Parallel Computing Systems(17), Cloud Computing and Resource Management(8), Advanced Numerical Methods in Computational Mathematics(4)

Publications62 total

Towards Efficient Load Balancing BFS on GPUs: One Code for AMD, Intel & Nvidia
2025· 1 citedOpen Access
An Asynchronous Many-Task Algorithm for Unstructured $S_{N}$ Transport on Shared Memory Systems
arXiv (Cornell University)·2025Open Access
Low-Cost Neutron-Gamma Borehole Detectors for Hydrogen Content Prediction
Journal of Physics Conference Series·2025Open Access
Weight-Space Linear Recurrent Neural Networks
ArXiv.org·2025Open Access
Improving neutron/gamma pulse shape discrimination (PSD) of EJ-276 plastic scintillation detectors for nuclear security applications using Monte Carlo simulations
International Journal of Modern Physics E·2025
Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts
arXiv (Cornell University)·2025Open Access
Mini-Combust—An Open-Source Unstructured FGM Combustion Mini-App for Co-Designing Aero-Engines at Extreme Scale
2024
Assessing the GPU Offload Threshold of GEMM and GEMV Kernels on Modern Heterogeneous HPC Systems
2024
Efficient Tree-based Parallel Algorithms for N-Body Simulations Using C++ Standard Parallelism
2024
A Metric for HPC Programming Model Productivity
2024
Ponte Vecchio Across the Atlantic: Single-Node Benchmarking of Two Intel GPU Systems
2024· 7 citedOpen Access
AI-Assisted Design-Space Analysis of High-Performance Arm Processors
2024
Reevaluating Meta-Learning Optimization Algorithms Through Contextual Self-Modulation
arXiv (Cornell University)·2024Open Access
Neural Context Flows for Meta-Learning of Dynamical Systems
arXiv (Cornell University)·2024Open Access
Preliminary report: Initial evaluation of StdPar implementations on AMD GPUs for HPC
arXiv (Cornell University)·2024· 2 citedOpen Access
Principles for Automated and Reproducible Benchmarking
2023· 6 citedOpen Access
A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints
2023· 2 citedOpen Access
Programming Your GPU with OpenMP
The MIT Press eBooks·2023· 11 citedOpen Access
OpenMP: Advanced Task-Based, Device and Compiler Programming
Lecture notes in computer science·2023· 1 citedOpen Access
Heterogeneous Programming for the Homogeneous Majority
2022· 9 citedOpen Access
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Frequent Co-authors

Simon McIntosh‐Smith(37), James Price(11), Andrei Poenaru(7), Wei-Chen Lin(6), Matt Martineau(5), Wayne Gaudin(5), R.P. Smedley‐Stevenson(4), S. J. Pennycook(3), Jason Sewall(3), James H. Cownie(3), Justin Lovegrove(3), Douglas W. Jacobsen(2), L.F. Thompson(2), Kaan Olgu(2), Aksel Alpay(2), Vincent Heuveline(2), Andrew Hagues(2), David A. W. Barton(2), Patrick Atkinson(1), Codrin Popa(1)