aPriori Documentation
  • 👋Welcome to aPriori
  • Getting started
    • What is aPriori?
    • Installation
    • Quickstart
  • Fundamentals and usage
    • aPriori Fundamentals
      • Data Formatting
      • Cut a 3D scalar
      • Filter a 3D scalar field
      • Initialize a DNS field
      • Data visualization
      • Cut a DNS field
      • Filter a DNS field
    • Machine Learning Tutorials
      • Data-Driven Closure for Turbulence-Chemistry interaction
      • Dynamic Data-Driven Smagorinky Closure for LES
  • API guide
    • Field3D
      • Field3D.build_attributes_list
      • Field3D.check_valid_attribute
      • Field3D.compute_chemical_timescale
      • Field3D.compute_kinetic_energy
      • Field3D.compute_mixing_timescale
      • Field3D.compute_residual_kinetic_energy
      • Field3D.compute_residual_dissipation_rate
      • Field3D.compute_reaction_rates
      • Field3D.compute_reaction_rates_batch
      • Field3D.compute_strain_rate
      • Field3D.compute_tau_r
      • Field3D.compute_velocity_module
      • Field3D.cut
      • Field3D.filter_favre
      • Field3D.filter
      • Field3D.find_path
      • Field3D.plot_x_midplane
      • Field3D.plot_y_midplane
      • Field3D.plot_z_midplane
      • Field3D.print_attributes
      • Field3D.update
    • Scalar3D
      • Scalar3D.is_light_mode
      • Scalar3D.reshape_3d
      • Scalar3D.reshape_column
      • Scalar3D.reshape_line
      • Scalar3D.cut
      • Scalar3D.filter_gauss
      • Scalar3D.plot_x_midplane
      • Scalar3D.plot_y_midplane
      • Scalar3D.plot_z_midplane
    • Mesh3D
  • BIBLIOGRAPHY
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BIBLIOGRAPHY

PreviousMesh3D

Last updated 8 months ago

[1] W. T. Chung, B. Akoush, P. Sharma, A. Tamkin, K. S. Jung, J. H. Chen, J. Guo, D. Brouzet, M. Talei, B. Savard, A.Y. Poludnenko & M. Ihme. Turbulence in Focus: Benchmarking Scaling Behavior of 3D Volumetric Super-Resolution with BLASTNet 2.0 Data. Advances in Neural Information Processing Systems (2023) 36.

[2] W. T. Chung, M. Ihme, K. S. Jung, J. H. Chen, J. Guo, D. Brouzet, M. Talei, B. Jiang, B. Savard, A. Y. Poludnenko, B. Akoush, P. Sharma & A. Tamkin. BLASTNet Simulation Dataset (Version 2.0), 2023. .

[3] Ki Sung Jung, Seung Ook Kim, Tianfeng Lu, Jacqueline H. Chen, Chun Sang Yoo, On the flame stabilization of turbulent lifted hydrogen jet flames in heated coflows near the autoignition limit: A comparative DNS study, Combustion and Flame, Volume 233, 2021, 111584, ISSN 0010-2180, .

https://blastnet.github.io/
https://doi.org/10.1016/j.combustflame.2021.111584