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 2021-02-01 to 2025-02-01.)

Article	Citations
Accelerated dynamic data reduction using spatial and temporal properties	100
Advances in ArborX to support exascale applications	78
MAGMA: Enabling exascale performance with accelerated BLAS and LAPACK for diverse GPU architectures	63
Accelerated execution via eager-release of dependencies in task-based workflows	57
Non-smooth Bayesian optimization in tuning scientific applications	37
An integrated three-dimensional aeromechanical analysis for the prediction of stresses on modern coaxial rotors	36
Versatile software-defined HPC and cloud clusters on Alps supercomputer for diverse workflows	34
Employing artificial intelligence to steer exascale workflows with colmena	32
Cache-optimized and low-overhead implementations of additive Schwarz methods for high-order FEM multigrid computations	30
Guest Editor’s note: Special issue on challenges and solutions for porting applications to next-generation high performance computing systems	29
INDIANA—In-Network Distributed Infrastructure for Advanced Network Applications	27
A study on the performance of distributed training of data-driven CFD simulations	25
Graph neural networks for detecting anomalies in scientific workflows	21
AMReX: Block-structured adaptive mesh refinement for multiphysics applications	21
TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences	19
Malleability techniques applications in high-performance computing	19
Very fast finite element Poisson solvers on lower precision accelerator hardware: A proof of concept study for Nvidia Tesla V100	19
Performance analysis of relaxation Runge–Kutta methods	17
UMap: An application-oriented user level memory mapping library	16
AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2 spike dynamics	15
PeleC: An adaptive mesh refinement solver for compressible reacting flows	14
Dynamic spawning of MPI processes applied to malleability	12
Advancements of PAPI for the exascale generation	12
Visualization at exascale: Making it all work with VTK-m	11
Enhancing data locality of the conjugate gradient method for high-order matrix-free finite-element implementations	11

Guest editors note: Special issue on clusters, clouds, and data for scientific computing	11
Special issue: Introduction	10
Highly efficient lattice Boltzmann multiphase simulations of immiscible fluids at high-density ratios on CPUs and GPUs through code generation	9
Heterogeneous programming using OpenMP and CUDA/HIP for hybrid CPU-GPU scientific applications	8
PaRSEC: Scalability, flexibility, and hybrid architecture support for task-based applications in ECP	8
Fast truncated SVD of sparse and dense matrices on graphics processors	7
Acceleration of a parallel BDDC solver by using graphics processing units on subdomains	6
Special Issue Introduction: The Gordon Bell Special Prize for HPC-Based COVID-19 Research Finalists	6
Portable, heterogeneous ensemble workflows at scale using libEnsemble	6
ZFP: A compressed array representation for numerical computations	6
The ECP ALPINE project: In situ and post hoc visualization infrastructure and analysis capabilities for exascale	6
Exploiting mesh structure to improve multigrid performance for saddle-point problems	5
Running ahead of evolution—AI-based simulation for predicting future high-risk SARS-CoV-2 variants	5
Automatizing the creation of specialized high-performance computing containers	5
Refining HPCToolkit for application performance analysis at exascale	5
Black-box statistical prediction of lossy compression ratios for scientific data	5
Enhancing scalability of a matrix-free eigensolver for studying many-body localization	5
ECP libraries and tools: An overview	5
Combining multitask and transfer learning with deep Gaussian processes for autotuning-based performance engineering	5
Large-scale ab initio simulation of light–matter interaction at the atomic scale in Fugaku	5
Recovering single precision accuracy from Tensor Cores while surpassing the FP32 theoretical peak performance	5
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	5
Accelerating atmospheric physics parameterizations using graphics processing units	4
Experience and analysis of scalable high-fidelity computational fluid dynamics on modular supercomputing architectures	4
Unprecedented cloud resolution in a GPU-enabled full-physics atmospheric climate simulation on OLCF’s summit supercomputer	4
Development of NCL equivalent serial and parallel python routines for meteorological data analysis	4
Efficient exascale discretizations: High-order finite element methods	4
Globus service enhancements for exascale applications and facilities	4
Compressed basis GMRES on high-performance graphics processing units	3
Orchestration of materials science workflows for heterogeneous resources at large scale	3
Parallel encryption of input and output data for HPC applications	3
A massively parallel time-domain coupled electrodynamics–micromagnetics solver	3
Increased space-parallelism via time-simultaneous Newton-multigrid methods for nonstationary nonlinear PDE problems	3
HipBone: A performance-portable graphics processing unit-accelerated C++ version of the NekBone benchmark	3
Performance comparison of the A-grid and C-grid shallow-water models on icosahedral grids	3
IO-aware Job-Scheduling: Exploiting the Impacts of Workload Characterizations to select the Mapping Strategy	3
Online data analysis and reduction: An important Co-design motif for extreme-scale computers	3
Coupling of regional geophysics and local soil-structure models in the EQSIM fault-to-structure earthquake simulation framework	3
An analytical performance model of generalized hierarchical scheduling	2
Designing and prototyping extensions to the Message Passing Interface in MPICH	2
A survey of numerical linear algebra methods utilizing mixed-precision arithmetic	2
Experiences with nested parallelism in task-parallel applications using malleable BLAS on multicore processors	2
Efficiency and scalability of fully-resolved fluid-particle simulations on heterogeneous CPU-GPU architectures	2
HDF5 in the exascale era: Delivering efficient and scalable parallel I/O for exascale applications	2
Resiliency in numerical algorithm design for extreme scale simulations	2
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support	2
High-throughput virtual laboratory for drug discovery using massive datasets	2
Coarsening and parallelism with reduction multigrids for hyperbolic Boltzmann transport	2
Myths and legends in high-performance computing	2
Numerical eigen-spectrum slicing, accurate orthogonal eigen-basis, and mixed-precision eigenvalue refinement using OpenMP data-dependent tasks and accelerator offload	2

A Survey of Graph Comparison Methods with Applications to Nondeterminism in High-Performance Computing	2
Modeling, evaluating, and orchestrating heterogeneous environmental leverages for large-scale data center management	2
Towards exascale for wind energy simulations	2
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics	2
A GPU-accelerated adaptive FSAI preconditioner for massively parallel simulations	2
Corrigendum to large-scale direct numerical simulations of turbulence using GPUs and modern Fortran	1
Batched sparse direct solver design and evaluation in SuperLU_DIST	1
Preparing MPICH for exascale	1
Accelerating physics simulations with tensor processing units: An inundation modeling example	1
Clacc: OpenACC for C/C++ in Clang	1
NUMA-aware parallel sparse LU factorization for SPICE-based circuit simulators on ARM multi-core processors	1
Corrigendum to ‘Unprecedented cloud resolution in a GPU-enabled full-physics atmospheric climate simulation on OLCF’s summit supercomputer’	1
Enabling particle applications for exascale computing platforms	1
A survey of software implementations used by application codes in the Exascale Computing Project	1
Predicting optimal sparse general matrix-matrix multiplication algorithm on GPUs	1
Resilience and fault tolerance in high-performance computing for numerical weather and climate prediction	1
Efficient implementation of low-order-precision smoothed particle hydrodynamics	1
General framework for re-assuring numerical reliability in parallel Krylov solvers: A case of bi-conjugate gradient stabilized methods	1
A runtime based comparison of highly tuned lattice Boltzmann and finite difference solvers	1
Detecting interference between applications and improving the scheduling using malleable application clones	1