OOIR: Observatory of International Research

Papers

(The median citation count of International Journal of High Performance Computing Applications is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Performance analysis of relaxation Runge–Kutta methods	107
Very fast finite element Poisson solvers on lower precision accelerator hardware: A proof of concept study for Nvidia Tesla V100	70
Visualization at exascale: Making it all work with VTK-m	61
Advances in ArborX to support exascale applications	46
Cache-optimized and low-overhead implementations of additive Schwarz methods for high-order FEM multigrid computations	41
Dynamic spawning of MPI processes applied to malleability	37
TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences	34
Non-smooth Bayesian optimization in tuning scientific applications	32
A study on the performance of distributed training of data-driven CFD simulations	27
Malleability techniques applications in high-performance computing	25
Graph neural networks for detecting anomalies in scientific workflows	24
INDIANA—In-Network Distributed Infrastructure for Advanced Network Applications	21
An integrated three-dimensional aeromechanical analysis for the prediction of stresses on modern coaxial rotors	21
Accelerated dynamic data reduction using spatial and temporal properties	19
UMap: An application-oriented user level memory mapping library	19
MAGMA: Enabling exascale performance with accelerated BLAS and LAPACK for diverse GPU architectures	17
Guest Editor’s note: Special issue on challenges and solutions for porting applications to next-generation high performance computing systems	16
Advancements of PAPI for the exascale generation	15
Versatile software-defined HPC and cloud clusters on Alps supercomputer for diverse workflows	14
Employing artificial intelligence to steer exascale workflows with colmena	13
AMReX: Block-structured adaptive mesh refinement for multiphysics applications	12
PeleC: An adaptive mesh refinement solver for compressible reacting flows	11
AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2 spike dynamics	11
Combining multitask and transfer learning with deep Gaussian processes for autotuning-based performance engineering	11
Development of NCL equivalent serial and parallel python routines for meteorological data analysis	10

Intelligent resolution: Integrating Cryo-EM with AI-driven multi-resolution simulations to observe the severe acute respiratory syndrome coronavirus-2 replication-transcription machinery in action	8
Acceleration of a parallel BDDC solver by using graphics processing units on subdomains	8
Compressed basis GMRES on high-performance graphics processing units	8
Heterogeneous programming using OpenMP and CUDA/HIP for hybrid CPU-GPU scientific applications	7
Guest editors note: Special issue on clusters, clouds, and data for scientific computing	7
Automatizing the creation of specialized high-performance computing containers	6
ZFP: A compressed array representation for numerical computations	6
Special issue: Introduction	6
IO-aware Job-Scheduling: Exploiting the Impacts of Workload Characterizations to select the Mapping Strategy	6
Efficient exascale discretizations: High-order finite element methods	6
Recovering single precision accuracy from Tensor Cores while surpassing the FP32 theoretical peak performance	5
PaRSEC: Scalability, flexibility, and hybrid architecture support for task-based applications in ECP	5
Globus service enhancements for exascale applications and facilities	5
Enhancing scalability of a matrix-free eigensolver for studying many-body localization	5
Performance comparison of the A-grid and C-grid shallow-water models on icosahedral grids	5
Fast truncated SVD of sparse and dense matrices on graphics processors	5
Black-box statistical prediction of lossy compression ratios for scientific data	5
Accelerating atmospheric physics parameterizations using graphics processing units	5
Experience and analysis of scalable high-fidelity computational fluid dynamics on modular supercomputing architectures	5
ECP libraries and tools: An overview	5
Portable, heterogeneous ensemble workflows at scale using libEnsemble	5
A massively parallel time-domain coupled electrodynamics–micromagnetics solver	5
Increased space-parallelism via time-simultaneous Newton-multigrid methods for nonstationary nonlinear PDE problems	4
Cache blocking of distributed-memory parallel matrix power kernels	4
Special Issue Introduction: The Gordon Bell Special Prize for HPC-Based COVID-19 Research Finalists	4
Highly efficient lattice Boltzmann multiphase simulations of immiscible fluids at high-density ratios on CPUs and GPUs through code generation	4
Unprecedented cloud resolution in a GPU-enabled full-physics atmospheric climate simulation on OLCF’s summit supercomputer	4
The ECP ALPINE project: In situ and post hoc visualization infrastructure and analysis capabilities for exascale	4
Refining HPCToolkit for application performance analysis at exascale	4
Exploiting mesh structure to improve multigrid performance for saddle-point problems	3
Performance of linear solvers in tensor-train format on current multicore architectures	3
Batched sparse direct solver design and evaluation in SuperLU_DIST	3
Running ahead of evolution—AI-based simulation for predicting future high-risk SARS-CoV-2 variants	3
Enhancing data locality of the conjugate gradient method for high-order matrix-free finite-element implementations	3
A GPU-accelerated adaptive FSAI preconditioner for massively parallel simulations	3
Large-scale ab initio simulation of light–matter interaction at the atomic scale in Fugaku	3
Corrigendum to ‘Unprecedented cloud resolution in a GPU-enabled full-physics atmospheric climate simulation on OLCF’s summit supercomputer’	3
Coupling of regional geophysics and local soil-structure models in the EQSIM fault-to-structure earthquake simulation framework	3
Modeling, evaluating, and orchestrating heterogeneous environmental leverages for large-scale data center management	2
Towards exascale for wind energy simulations	2
A Survey of Graph Comparison Methods with Applications to Nondeterminism in High-Performance Computing	2
An analytical performance model of generalized hierarchical scheduling	2
Myths and legends in high-performance computing	2
Parallel encryption of input and output data for HPC applications	2
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support	2
A two-level GPU-accelerated incomplete LU preconditioner for general sparse linear systems	2
Resiliency in numerical algorithm design for extreme scale simulations	2
Enabling particle applications for exascale computing platforms	2
HipBone: A performance-portable graphics processing unit-accelerated C++ version of the NekBone benchmark	2
Designing and prototyping extensions to the Message Passing Interface in MPICH	2

Efficient implementation of low-order-precision smoothed particle hydrodynamics	2
Accelerating physics simulations with tensor processing units: An inundation modeling example	2
Orchestration of materials science workflows for heterogeneous resources at large scale	2
Numerical eigen-spectrum slicing, accurate orthogonal eigen-basis, and mixed-precision eigenvalue refinement using OpenMP data-dependent tasks and accelerator offload	2
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics	2
NUMA-aware parallel sparse LU factorization for SPICE-based circuit simulators on ARM multi-core processors	1
Multiphysics coupling in the Exascale computing project	1
Experiences with nested parallelism in task-parallel applications using malleable BLAS on multicore processors	1
A runtime based comparison of highly tuned lattice Boltzmann and finite difference solvers	1
Online data analysis and reduction: An important Co-design motif for extreme-scale computers	1
Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics	1
Ginkgo - A math library designed to accelerate Exascale Computing Project science applications	1
Clacc: OpenACC for C/C++ in Clang	1
Efficiency and scalability of fully-resolved fluid-particle simulations on heterogeneous CPU-GPU architectures	1
General framework for re-assuring numerical reliability in parallel Krylov solvers: A case of bi-conjugate gradient stabilized methods	1
A survey of software implementations used by application codes in the Exascale Computing Project	1
Corrigendum to large-scale direct numerical simulations of turbulence using GPUs and modern Fortran	1
Preparing MPICH for exascale	1
Coarsening and parallelism with reduction multigrids for hyperbolic Boltzmann transport	1
HDF5 in the exascale era: Delivering efficient and scalable parallel I/O for exascale applications	1