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 2020-05-01 to 2024-05-01.)

Article	Citations
AI-driven multiscale simulations illuminate mechanisms of SARS-CoV-2 spike dynamics	87
A survey of numerical linear algebra methods utilizing mixed-precision arithmetic	62
GPU-accelerated molecular dynamics: State-of-art software performance and porting from Nvidia CUDA to AMD HIP	45
AMReX: Block-structured adaptive mesh refinement for multiphysics applications	44
A terminology for in situ visualization and analysis systems	43
Scalability of high-performance PDE solvers	34
Efficient exascale discretizations: High-order finite element methods	27
#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol	26
Tree-based convolutional neural networks for object classification in segmented satellite images	26
High-throughput virtual laboratory for drug discovery using massive datasets	24
A population data-driven workflow for COVID-19 modeling and learning	23
Enabling rapid COVID-19 small molecule drug design through scalable deep learning of generative models	22
ExaAM: Metal additive manufacturing simulation at the fidelity of the microstructure	20
Enabling particle applications for exascale computing platforms	18
PeleC: An adaptive mesh refinement solver for compressible reacting flows	16
Highly efficient lattice Boltzmann multiphase simulations of immiscible fluids at high-density ratios on CPUs and GPUs through code generation	16
MFIX-Exa: A path toward exascale CFD-DEM simulations	15
A survey of software implementations used by application codes in the Exascale Computing Project	14
Language models for the prediction of SARS-CoV-2 inhibitors	14
The Exascale Framework for High Fidelity coupled Simulations (EFFIS): Enabling whole device modeling in fusion science	13
Comparing perturbation models for evaluating stability of neuroimaging pipelines	12
Recovering single precision accuracy from Tensor Cores while surpassing the FP32 theoretical peak performance	11
A study of vectorization for matrix-free finite element methods	11
Reducing communication in algebraic multigrid with multi-step node aware communication	11
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	9
EXAGRAPH: Graph and combinatorial methods for enabling exascale applications	9
Enhancing data locality of the conjugate gradient method for high-order matrix-free finite-element implementations	8
Fitness evaluation reuse for accelerating GPU-based evolutionary induction of decision trees	7
Online data analysis and reduction: An important Co-design motif for extreme-scale computers	7
Asynchronous computations for solving the acoustic wave propagation equation	7
Digital transformation of droplet/aerosol infection risk assessment realized on “Fugaku” for the fight against COVID-19	7
Resilience and fault tolerance in high-performance computing for numerical weather and climate prediction	7
MAGMA templates for scalable linear algebra on emerging architectures	6
A GPU-accelerated adaptive FSAI preconditioner for massively parallel simulations	6
Co-design Center for Exascale Machine Learning Technologies (ExaLearn)	6
Demystifying asynchronous I/O Interference in HPC applications	5
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics	5
Evaluating asynchronous Schwarz solvers on GPUs	5
Data-driven global weather predictions at high resolutions	5
Coupling of regional geophysics and local soil-structure models in the EQSIM fault-to-structure earthquake simulation framework	5
CFD code adaptation to the FPGA architecture	5
Performance engineering for real and complex tall & skinny matrix multiplication kernels on GPUs	5
A runtime based comparison of highly tuned lattice Boltzmann and finite difference solvers	5
Reproducibility of parallel preconditioned conjugate gradient in hybrid programming environments	5