Datasets

• Quasi-geostrophic double gyre force function data

  Dataset

Activities

• HPC and Big Data

  Activity: Academic talk or presentation types › Invited talk

Research outputs

• Molecular Dynamics: With Deterministic and Stochastic Numerical Methods

  Research output: Book/Report › Book

• Matrix Completion under Interval Uncertainty

  Research output: Contribution to journal › Article

• Robust and efficient configurational molecular sampling via Langevin dynamics

  Research output: Contribution to journal › Article

• On Optimal Probabilities in Stochastic Coordinate Descent Methods

  Research output: Contribution to journal › Article

• MaSiF: Machine Learning Guided Auto-tuning of Parallel Skeletons

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• On the numerical treatment of dissipative particle dynamics and related systems

  Research output: Contribution to journal › Article

• Fence Scoping

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Mini-Batch Primal and Dual Methods for SVMs

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Rapid development and adjoining of transient finite element models

  Research output: Contribution to journal › Article

• TSO-CC: Consistency directed cache coherence for TSO

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Optimised Hybrid Parallelisation of a CFD Code on Many Core Architectures

  Research output: Contribution to conference › Paper

• Extending the generalized Fermat prime search beyond one million digits

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Stochastic resonance-free multiple time-step algorithm for molecular dynamics with very large time steps

  Research output: Contribution to journal › Article

• Turbulent navier-stokes analysis of an oscillating wing in a power-extraction regime using the shear stress transport turbulence model

  Research output: Contribution to journal › Article

• Separable Approximations and Decomposition Methods for the Augmented Lagrangian

  Research output: Working paper

• PARTANS: An autotuning framework for stencil computation on multi-GPU systems

  Research output: Contribution to journal › Article

• Iteration complexity of randomized block-coordinate descent methods for minimizing a composite function

  Research output: Contribution to journal › Article

• Distributed Coordinate Descent Method for Learning with Big Data

  Research output: Contribution to journal › Article

• Accelerated, Parallel, and Proximal Coordinate Descent

  Research output: Contribution to journal › Article

• The computation of averages from equilibrium and nonequilibrium Langevin molecular dynamics

  Research output: Working paper

• Dynamics of a spherical particle in an acoustic field: A multiscale approach

  Research output: Contribution to journal › Article

• Resource analyses for parallel and distributed coordination

  Research output: Contribution to journal › Article

• On the Complexity of Parallel Coordinate Descent

  Research output: Contribution to journal › Article

• Optimization in High Dimensions via Accelerated, Parallel, and Proximal Coordinate Descent

  Research output: Contribution to journal › Article

• On the long-time integration of stochastic gradient systems

  Research output: Contribution to journal › Article

• Automatic Skeleton-Driven Memory Affinity for Transactional Worklist Applications

  Research output: Contribution to journal › Article

• Numerical determination of partial spectrum of Hermitian matrices using a Lanczos method with selective reorthogonalization

  Research output: Contribution to journal › Article

• Boundary streaming with Navier boundary condition

  Research output: Contribution to journal › Article

• Simplified Modelling of a Thermal Bath, with Application to a Fluid Vortex System

  Research output: Contribution to journal › Article

• Autotuning Skeleton-Driven Optimizations for Transactional Worklist Applications

  Research output: Contribution to journal › Article

• Weakly coupled heat bath models for Gibbs-like invariant states in nonlinear wave equations

  Research output: Contribution to journal › Article

• Dimensional Reductions for the Computation of Time–Dependent Quantum Expectations

  Research output: Contribution to journal › Article

• Nonlinear propagating localized modes in a 2D hexagonal crystal lattice

  Research output: Contribution to journal › Article

• Stochastic resonance-free multiple time-step algorithm for molecular dynamics with very large time steps

  Research output: Working paper

• Efficient serial and parallel coordinate descent methods for huge-scale truss topology design

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Managing and Analysing Genomic Data using HPC and Clouds

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• A generalised-Lagrangian-mean model of the interactions between near-inertial waves and mean flow

  Research output: Contribution to journal › Article

• Rational Construction of Stochastic Numerical Methods for Molecular Sampling

  Research output: Contribution to journal › Article

• Partitioning streaming parallelism for multi-cores: a machine learning based approach

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Stochastic-dynamical thermostats for constraints and stiff restraints

  Research output: Contribution to journal › Article

• Distributed computing practice for large-scale science and engineering applications

  Research output: Contribution to journal › Article

• Generalized Bulgac-Kusnezov Methods for Sampling of the Gibbs-Boltzmann Measure

  Research output: Contribution to journal › Article

• On the dynamical influence of ocean eddy potential vorticity fluxes

  Research output: Contribution to journal › Article

• Branching and bounding improvements for global optimization algorithms with Lipschitz continuity properties

  Research output: Contribution to journal › Article

• Auto-Tuning Parallel Skeletons

  Research output: Contribution to journal › Article

• Stepping Up

  Research output: Contribution to conference › Paper

• MDMP: Managed Data Message Passing

  Research output: Contribution to conference › Paper

• Fast RMWs for TSO: semantics and implementation

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Efficient sequential consistency via conflict ordering

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Efficient sequential consistency using conditional fences

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• The EPCC OpenACC Benchmark Suite

  Research output: Contribution to conference › Abstract

• Parallel Coordinate Descent Methods for Big Data Optimization

  Research output: Contribution to journal › Article

• Inexact Coordinate Descent: Complexity and Preconditioning

  Research output: Working paper

• Distributed Coordinate Descent Method for Learning with Big Data

  Research output: Working paper

• oBB

  Research output: Non-textual form › Software

• Branching and Bounding Improvements for Global Optimization Algorithms with Lipschitz Continuity Properties

  Research output: Book/Report › Other report

• Accelerated, Parallel and Proximal Coordinate Descent

  Research output: Working paper

• Smooth minimization of nonsmooth functions with parallel coordinate descent methods

  Research output: Working paper

• TOP-SPIN: TOPic discovery via Sparse Principal component INterference

  Research output: Working paper

• Parallel Skeletons

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Increasing Cache Capacity via Critical-words-Only Cache

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• ATCache: Reducing DRAM-cache Latency via a Small SRAM Tag Cache

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• SuperCoP: A General, Correct, and Performance-efficient Supervised Memory System

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Adaptive Stochastic Methods for Sampling Driven Systems

  Research output: Contribution to journal › Article

• Comparing the Efficiencies of Stochastic Isothermal Molecular Dynamics Methods

  Research output: Contribution to journal › Article

• Autotuning Wavefront Abstractions for Heterogenous Architectures

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Direct control of the small-scale energy balance in two-dimensional fluid dynamics

  Research output: Contribution to journal › Article

• Address-aware Fences

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Semi-Stochastic Gradient Descent Methods

  Research output: Working paper

• Alternating Maximization: Unifying Framework for 8 Sparse PCA Formulations and Efficient Parallel Codes

  Research output: Working paper