Paper Citation Record · LEDGER

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2505.02580.

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pith.paper-citation-record.v1
2505.02580 v2

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measured 36 of 36 reference resolution

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36 of 36 outbound references displayed

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Outbound references

Observation 864b0680-95e1-41dd-9632-6b1a215ca33e · outbound

This paper cites TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Reference 1

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Observation 47cdffff-5a27-4ddd-a8a1-68cb8cd87e30 · outbound

This paper cites Large-scale reorientation in cubic rayleigh--b \'e nard convection measured with particle tracking velocimetry.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Large-scale reorientation in cubic rayleigh--b \'e nard convection measured with particle tracking velocimetry

Reference 2

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Observation dd51217f-2b1f-4021-b248-dd64b7f08f08 · outbound

This paper cites proptv: A probability-based particle tracking velocimetry framework.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN proptv: A probability-based particle tracking velocimetry framework

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:57:28.463437Z

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Observation ac3e2acf-e074-4d58-a8d9-5010edbc069a · outbound

This paper cites Physics-informed neural networks (pinns) for fluid mechanics: A review.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Physics-informed neural networks (pinns) for fluid mechanics: A review

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.734875Z

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Observation 0229ef41-e483-41a3-bce4-b9954f676f75 · outbound

This paper cites Flow over an espresso cup: inferring 3-d velocity and pressure fields from tomographic background oriented S chlieren via physics-informed neural networks.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Flow over an espresso cup: inferring 3-d velocity and pressure fields from tomographic background oriented S chlieren via physics-informed neural networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.739526Z

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Observation 182cacaa-b984-41fa-bb43-dc24a30cee09 · outbound

This paper cites Scaling of hard thermal turbulence in rayleigh-b \'e nard convection.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Scaling of hard thermal turbulence in rayleigh-b \'e nard convection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.743831Z

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Observation 5b07c1b4-9dfa-4b31-babf-d6fa9e5988f9 · outbound

This paper cites Keras, 2015.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Keras, 2015

Reference 7

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Observation 13d89ce0-5d85-4695-8c43-d91966768850 · outbound

This paper cites Reconstructing rayleigh--b \'e nard flows out of temperature-only measurements using physics-informed neural networks.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Reconstructing rayleigh--b \'e nard flows out of temperature-only measurements using physics-informed neural networks

Reference 8

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Observation 16e69e05-d790-479e-a69c-9b41e9ebd901 · outbound

This paper cites The validity of the boussinesq approximation for liquids and gases.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN The validity of the boussinesq approximation for liquids and gases

Reference 9

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Observation 80bc7621-1e4e-4f53-bf29-a6e2eb5ba556 · outbound

This paper cites Scaling in thermal convection: A unifying theory.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Scaling in thermal convection: A unifying theory

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.760728Z

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Observation 812b1c37-1ded-49ac-ab6b-48d8605c8d67 · outbound

This paper cites Thermal convection for large prandtl numbers.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Thermal convection for large prandtl numbers

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.764859Z

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Observation 4ddadb6e-08c4-4f42-bfb5-9aaccb2b9ebb · outbound

This paper cites Prandtl and Rayleigh number dependence of the Reynolds number in turbulent thermal convection.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Prandtl and Rayleigh number dependence of the Reynolds number in turbulent thermal convection

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.768925Z

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Observation d7abe046-eec8-46a0-86d4-414754ec6486 · outbound

This paper cites Fluctuations in turbulent Rayleigh - Bénard convection: The role of plumes.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Fluctuations in turbulent Rayleigh - Bénard convection: The role of plumes

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.773073Z

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Observation f769706c-844d-459d-9b1a-4d8f5c821616 · outbound

This paper cites u nther Gr \.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN u nther Gr \

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.777228Z

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Observation 8e6965eb-3d0c-4461-adda-a48dee6886a1 · outbound

This paper cites A probabilistic particle tracking framework for guided and brownian motion systems with high particle densities.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN A probabilistic particle tracking framework for guided and brownian motion systems with high particle densities

Reference 15

Resolution: verified exact; doi, observed 2026-08-16T00:57:28.100133Z

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Observation 3764d45f-cf46-451c-8fad-bc076f7a36a3 · outbound

This paper cites Enhancing pinns for solving pdes via adaptive collocation point movement and adaptive loss weighting.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Enhancing pinns for solving pdes via adaptive collocation point movement and adaptive loss weighting

Reference 16

Resolution: verified exact; doi, observed 2026-08-16T00:57:28.087080Z

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Observation 83c020c4-a410-46f8-9e3e-3394887f6093 · outbound

This paper cites Volumetric lagrangian temperature and velocity measurements with thermochromic liquid crystals.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Volumetric lagrangian temperature and velocity measurements with thermochromic liquid crystals

Reference 17

Resolution: verified exact; doi, observed 2026-08-16T00:57:28.072868Z

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Observation cb51b9d1-b16b-4a92-b818-4fa09ea3a553 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Adam: A Method for Stochastic Optimization

Reference 18

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Observation 09fd7ff9-4c52-44a7-8835-96bc86cd9e7b · outbound

This paper cites Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.797279Z

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Observation 58c4c95c-07d6-479d-a424-9b3ad4d45fc8 · outbound

This paper cites Particle tracking velocimetry in three-dimensional flows.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Particle tracking velocimetry in three-dimensional flows

Reference 20

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Observation eab50e6e-0b89-480d-aa38-0a177a5ebb26 · outbound

This paper cites Particle tracking velocimetry in three-dimensional flows.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Particle tracking velocimetry in three-dimensional flows

Reference 21

Resolution: verified exact; doi, observed 2026-08-16T00:57:28.037680Z

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Observation 114d462f-3810-41ad-9ee7-a274c0c68fe8 · outbound

This paper cites Periodically activated physics-informed neural networks for assimilation tasks for three-dimensional rayleigh–bénard convection.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Periodically activated physics-informed neural networks for assimilation tasks for three-dimensional rayleigh–bénard convection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.809225Z

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Observation 55c5d249-3acd-4009-bfae-69cd99d2b553 · outbound

This paper cites Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Reference 23

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Observation e188e84c-754a-40a3-a3ce-5f696229252e · outbound

This paper cites On convection currents in a horizontal layer of fluid, when the higher temperature is on the under side.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN On convection currents in a horizontal layer of fluid, when the higher temperature is on the under side

Reference 24

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Observation 28605f32-6b91-45af-9f55-49327db37054 · outbound

This paper cites On the impact of larger batch size in the training of physics informed neural networks.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN On the impact of larger batch size in the training of physics informed neural networks

Reference 25

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Observation ceaaebd7-59eb-4794-b8cb-0caadce54eba · outbound

This paper cites Resolving the fine-scale structure in turbulent rayleigh--b \'e nard convection.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Resolving the fine-scale structure in turbulent rayleigh--b \'e nard convection

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.825190Z

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Observation cc85f895-167c-4917-ab88-37fe3b9115a3 · outbound

This paper cites Numerical and experimental study of aerosol dispersion in the D o728 aircraft cabin.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Numerical and experimental study of aerosol dispersion in the D o728 aircraft cabin

Reference 27

Resolution: verified exact; doi, observed 2026-08-16T00:57:27.998376Z

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Observation bcd9aada-34ff-4196-9aea-89fd09134162 · outbound

This paper cites 3d Lagrangian particle tracking in fluid mechanics.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN 3d Lagrangian particle tracking in fluid mechanics

Reference 28

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Observation 3e17a309-7c37-4a3d-86a6-b81b9eaf96f5 · outbound

This paper cites Boundary layer structure in turbulent thermal convection and its consequences for the required numerical resolution.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Boundary layer structure in turbulent thermal convection and its consequences for the required numerical resolution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.836995Z

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Observation 79845f9c-7e70-4ca0-909e-c4363d4e8c95 · outbound

This paper cites Implicit Neural Representations with Periodic Activation Functions.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Implicit Neural Representations with Periodic Activation Functions

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.840833Z

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Observation f7378859-1cf2-4398-9f62-1301f8dd4a27 · outbound

This paper cites Distortion compensation for generalized stereoscopic particle image velocimetry.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Distortion compensation for generalized stereoscopic particle image velocimetry

Reference 31

Resolution: verified exact; doi, observed 2026-08-16T00:57:27.955221Z

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Observation 375c4d1e-7aec-481f-9829-538113b20edb · outbound

This paper cites Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Inferring turbulent velocity and temperature fields and their statistics from Lagrangian velocity measurements using physics-informed Kolmogorov-Arnold Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.848845Z

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Observation a65c2da6-41f8-4b5d-a7f4-f59889f66029 · outbound

This paper cites A PINN Methodology for Temperature Field Reconstruction in the PIV Measurement Plane: Case of Rayleigh-B\'enard Convection.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN A PINN Methodology for Temperature Field Reconstruction in the PIV Measurement Plane: Case of Rayleigh-B\'enard Convection

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:57:28.211852Z

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Observation 9888c07d-29bc-4b49-bd28-0491043a7d1c · outbound

This paper cites Comments on the numerical investigation of Rayleigh and Marangoni convection in a vertical circular cylinder.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Comments on the numerical investigation of Rayleigh and Marangoni convection in a vertical circular cylinder

Reference 34

Resolution: verified exact; doi, observed 2026-08-16T00:57:27.928617Z

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Observation 858de87b-31c3-4980-961a-6296a33cf7a6 · outbound

This paper cites What rayleigh numbers are achievable under oberbeck–boussinesq conditions? Journal of Fluid Mechanics, 986 0 (R2), 2024.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN What rayleigh numbers are achievable under oberbeck–boussinesq conditions? Journal of Fluid Mechanics, 986 0 (R2), 2024

Reference 35

Resolution: verified exact; doi, observed 2026-08-16T00:57:27.912048Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1b27317f-8264-484b-a795-4989615c833c · outbound

This paper cites Volume self-calibration for 3d particle image velocimetry.

Temperature and pressure reconstruction in turbulent Rayleigh-B\'enard convection by Lagrangian velocities using PINN Volume self-calibration for 3d particle image velocimetry

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T00:57:27.868841Z

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