OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of High Performance Computing Applications is 5. 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 2020-11-01 to 2024-11-01.)

Article	Citations
AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2 spike dynamics	91
A survey of numerical linear algebra methods utilizing mixed-precision arithmetic	73
AMReX: Block-structured adaptive mesh refinement for multiphysics applications	56
GPU-accelerated molecular dynamics: State-of-art software performance and porting from Nvidia CUDA to AMD HIP	54
#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol	34
Efficient exascale discretizations: High-order finite element methods	32
PeleC: An adaptive mesh refinement solver for compressible reacting flows	30
High-throughput virtual laboratory for drug discovery using massive datasets	28
ExaAM: Metal additive manufacturing simulation at the fidelity of the microstructure	28
A population data-driven workflow for COVID-19 modeling and learning	27
Enabling rapid COVID-19 small molecule drug design through scalable deep learning of generative models	25
Enabling particle applications for exascale computing platforms	22
Highly efficient lattice Boltzmann multiphase simulations of immiscible fluids at high-density ratios on CPUs and GPUs through code generation	20
MFIX-Exa: A path toward exascale CFD-DEM simulations	18
A survey of software implementations used by application codes in the Exascale Computing Project	18
Recovering single precision accuracy from Tensor Cores while surpassing the FP32 theoretical peak performance	17
The Exascale Framework for High Fidelity coupled Simulations (EFFIS): Enabling whole device modeling in fusion science	17
Language models for the prediction of SARS-CoV-2 inhibitors	15
Unprecedented cloud resolution in a GPU-enabled full-physics atmospheric climate simulation on OLCF’s summit supercomputer	11
Selecting optimal SpMV realizations for GPUs via machine learning	11
EXAGRAPH: Graph and combinatorial methods for enabling exascale applications	10
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics	10
Parthenon—a performance portable block-structured adaptive mesh refinement framework	9
Resilience and fault tolerance in high-performance computing for numerical weather and climate prediction	9
Enhancing data locality of the conjugate gradient method for high-order matrix-free finite-element implementations	9

Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics	8
Data-driven scalable pipeline using national agent-based models for real-time pandemic response and decision support	8
Online data analysis and reduction: An important Co-design motif for extreme-scale computers	7
Demystifying asynchronous I/O Interference in HPC applications	7
Co-design Center for Exascale Machine Learning Technologies (ExaLearn)	7
Data-driven global weather predictions at high resolutions	6
Large-scale ab initio simulation of light–matter interaction at the atomic scale in Fugaku	6
A GPU-accelerated adaptive FSAI preconditioner for massively parallel simulations	6
Digital transformation of droplet/aerosol infection risk assessment realized on “Fugaku” for the fight against COVID-19	6
Coupling of regional geophysics and local soil-structure models in the EQSIM fault-to-structure earthquake simulation framework	6
Matrix-free approaches for GPU acceleration of a high-order finite element hydrodynamics application using MFEM, Umpire, and RAJA	5
Myths and legends in high-performance computing	5
Increased space-parallelism via time-simultaneous Newton-multigrid methods for nonstationary nonlinear PDE problems	5
Free energy perturbation–based large-scale virtual screening for effective drug discovery against COVID-19	5
An elastic framework for ensemble-based large-scale data assimilation	5
CFD code adaptation to the FPGA architecture	5
Dynamic spawning of MPI processes applied to malleability	5
Exascale models of stellar explosions: Quintessential multi-physics simulation	5
A runtime based comparison of highly tuned lattice Boltzmann and finite difference solvers	5
Black-box statistical prediction of lossy compression ratios for scientific data	5