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1

JANC: A cost-effective, differentiable compressible reacting flow solver featured with JAX-based adaptive mesh refinement
Wen, Haocheng ; Luo, Faxuan ; Xu, Sheng ; et al.
In Computer Physics Communications February 2026 319

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2

DeepFlame 2.0: A new version for fully GPU-native machine learning accelerated reacting flow simulations under low-Mach conditions
Mao, Runze ; Dong, Xinyu ; Bai, Xuan ; et al.
In Computer Physics Communications July 2025 312

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3

Accelerating simulations of turbulent flows over waves leveraging GPU parallelization
Xuan, Anqing ; Ren, Ziyan ; Shen, Lian
In Computers and Mathematics with Applications 1 April 2025 183:1-19

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4

CFD Applications in Energy Engineering Research and Simulation
Iranzo, Alfredo

OpenFOAM centrifugal pump numerical simulation performance prediction pressure pulsations blade trailing edge
E-Book
5

Feature-guided sampling strategy for adaptive model order reduction of convection-dominated problems
Mohaghegh, Ali ; Huang, Cheng
In Journal of Computational Physics 15 January 2026 545

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6

libFastMesh: An optimized finite-volume framework for computational aeroacoustics
Falone, Matteo ; Zameret, Alon ; Delorme, Yann ; et al.
In Computer Physics Communications January 2024 294

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7

Optimizing throughput of Seq2Seq model training on the IPU platform for AI-accelerated CFD simulations
Rościszewski, Paweł ; Krzywaniak, Adam ; Iserte, Sergio ; et al.
In Future Generation Computer Systems October 2023 147:149-162

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8

Efficient in-situ workflow planning for geographically distributed heterogeneous environments
Li, Feng ; Song, Fengguang
In Future Generation Computer Systems December 2023 149:105-121

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9

High Performance Computing Based Methods for Simulation and Optimisation of Flow Problems
Bockelmann, Hendryk ; Heuveline, V.

High Performance Computi... PDE-constrained optimisa... flow control parallel linear solver microflows ddc:510
Dissertation
10

HTR-1.2 solver: Hypersonic Task-based Research solver version 1.2
Di Renzo, Mario ; Pirozzoli, Sergio
In Computer Physics Communications April 2021 261

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11

二维下腔室稳态流场降阶模型开发. (Chinese)
商 贺 ; 彭敏俊 ; 夏庚磊 ; et al.
Atomic Energy Science & Technology; Oct2025, Vol. 59 Issue 10, p2319-2331, 13p

REDUCED-order models COMPUTATIONAL fluid dyna... STEADY-state flow PROPER orthogonal decomp... FLOW velocity COMPUTER simulation
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13

Framework for Integrating Machine Learning Methods for Path-Aware Source Routing
Al-Najjar, Anees ; Paraiso, Domingos ; Kiran, Mariam ; et al.
Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis on ZZZ. :829-838

Konferenz
14

Accelerating Particle and Fluid Simulations with Differentiable Graph Networks for Solving Forward and Inverse Problems
Kumar, Krishna ; Choi, Yonjin
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis. :60-65

Konferenz
15

Development of Reduced Order Model for Steady State Flow Field in Two-dimensional Lower Plenum
SHANG He1, PENG Minjun1, 2, XIA Genglei1, 2, , ZHANG Shiqi1, ZHU Shijie
Yuanzineng kexue jishu, Vol 59, Iss 10, Pp 2319-2331 (2025)

pod sparse grid reduced order model lower plenum Nuclear engineering. Ato... TK9001-9401
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16

Smoothed particle hydrodynamics method for free surface flow based on MPI parallel computing
Sifan Long ; Kelvin K. L. Wong ; Xiaokang Fan ; et al.
Frontiers in Physics, Vol 11 (2023)

smoothed particle hydrod... massively parallel parallelDualSPHysics communication optimizati... computational fluid dyna... Physics
Fachzeitschrift
17

Feature-Guided Sampling Strategy for Adaptive Model Order Reduction of Convection-Dominated Problems
Mohaghegh, Ali ; Huang, Cheng

Physics - Fluid Dynamics Physics - Computational...
Report
18

Investigation of the aerodynamic optimization design of fluid machinery based on machine learning.
Fang, Ganlin ; Yang, Ruifeng ; Shen, Hang ; et al.
Neural Computing & Applications; Dec2023, Vol. 35 Issue 36, p25307-25317, 11p

DEEP learning MACHINE learning MACHINE design FLUID mechanics HYDRAULIC couplings POTENTIAL flow
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19

Parallel hyperbolic PDE simulation on clusters: Cell versus GPU
Rostrup, Scott ; De Sterck, Hans
In Computer Physics Communications 2010 181(12):2164-2179

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20

A Review of Research on the Thermo‐Force Characteristics of Scramjet Engine Wall Based on Neural Networks.
Qi, Chen ; Chenglong, Wang ; Binhao, Li ; et al.
International Journal of Energy Research; 6/5/2025, Vol. 2025, p1-21, 21p

ARTIFICIAL neural networ... SCRAMJET engines FLUID mechanics DEEP learning MACHINE learning
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