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Richard D. Sandberg

university of melbourne

42H-index
472Paper Count
7.0KCitation Count
Published Papers 42
Publication Date
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Direct noise simulation of an installed Controlled Diffusion airfoil at high angle-of-attack
errInternational Journal of Heat and Fluid Flow
IF3.1
err2026-01-31
err0
PREAI
errAndrea Arroyo Ramo; Stéphane Moreau; Michaël Bauerheim; Richard D. Sandberg
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Enhancing One-Equation Turbulence Models for Delta Wings by Gene Expression Programming
errAIAA Journal
IF2.8
err2026-01-01
err0
PREAI
errKotzlowski, Dario; Di Fabbio, Tony; Tangermann, Eike; Klein, Markus; Fang, Yuan; Sandberg, Richard D.
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errSave
Accelerating CFD-driven training of transition and turbulence models for turbine flows by one-shot and real-time transformer integration
errComputers & Fluids
IF3
err2025-11-29
err0
errOAAI
errYuan Fang; Maximilian Reissmann; Roberto Pacciani; Yaomin Zhao; Andrew S.H Ooi; Michele Marconcini; Harshal D. Akolekar; Richard D. Sandberg
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errSave
Development of explicit algebraic LES wall models using consistent CFD-driven Machine Learning
errInternational Journal of Heat and Fluid Flow
IF3.1
err2025-11-25
err0
errOAAI
errArthur Shiniti Cato; Melissa Kozul; Richard Sandberg
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errSave
The effect of the leading-edge separation bubble vortex shedding on the far field noise of a Controlled Diffusion airfoil: A DNS study
errJournal of Sound and Vibration
IF4.9
err2025-08-05
err0
PREAI
errAndrea Arroyo Ramo; Stéphane Moreau; Richard D. Sandberg; Michaël Bauerheim; Marc C. Jacob
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errSave
Characteristics and modelling of forcing statistics in resolvent analysis of compressible turbulent boundary layers
errJOURNAL OF FLUID MECHANICS
IF3.9
err2025-07-28
err0
PREAI
errFan, Yitong; Kozul, Melissa; Sandberg, Richard D.; Li, Weipeng
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A novel data-driven method for augmenting turbulence modeling for unsteady cavitating flows
errinternational journal of numerical methods for heat fluid flow
IF3.1
err2025-06-04
err0
PREAI
errApte, Dhruv; Razaaly, Nassim; Fang, Yuan; Ge, Mingming; Sandberg, Richard; Coutier-Delgosha, Olivier
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Experimental characterisation of Kelvin-Helmholtz rollers over riblet surfaces
errJOURNAL OF FLUID MECHANICS
IF3.9
err2025-04-28
err0
PREAI
errAbu Rowin, W.; Deshpande, R.; Wang, S.; Kozul, M.; Chung, D.; Sandberg, R. D.; Hutchins, N.
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errSave
Exploiting semantic backpropagation to impose near-wall scaling constraints in machine-learned symbolic subgrid-scale closures
errPHYSICS OF FLUIDS
IF4.3
err2025-03-24
err0
errOAAI
errHasslberger, J.; Reissmann, M.; Sandberg, R. D.; Klein, M.
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errSave
Improving low-order modelling of cryogenic hydrogen releases
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2025-03-01
err0
errOAAI
errSaini, Deepak; Talei, Mohsen; Yang, Yi; Sandberg, Richard D.; Berry, Joseph D.
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errSave
Machine-learnt closure models based on computational space training frameworks for large-eddy simulations in natural convection
errINTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF5.8
err2025-01-01
err0
errOAAI
errLiu, Liyuan; Lav, Chitrarth; Sandberg, Richard D.
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errSave
Correlations between wall heat flux and Reynolds shear stress/turbulent heat flux in compressible turbulent boundary layers
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-11-14
err0
errOAAI
errFan, Yitong; Kozul, Melissa; Li, Weipeng; Sandberg, Richard D.
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errSave
Evolutionary neural networks for learning turbulence closure models with explicit expressions
errPHYSICS OF FLUIDS
IF4.3
err2024-05-09
err1
PREAI
errLi, Haochen; Zhao, Yaomin; Waschkowski, Fabian; Sandberg, Richard D.
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errSave
Effect of storage conditions on the characteristics of cryogenic hydrogen jet dispersion
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-05-01
err2
errOAAI
errSaini, Deepak; Talei, Mohsen; Yang, Yi; Sandberg, Richard D.; Berry, Joseph D.
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errSave
Eddy-viscosity-improved resolvent analysis of compressible turbulent boundary layers
errJOURNAL OF FLUID MECHANICS
IF3.9
err2024-03-25
err3
PREAI
errFan, Yitong; Kozul, Melissa; Li, Weipeng; Sandberg, Richard D.
errShare
errSave
Data-driven turbulence modelling of inherently unsteady flow in stratified water storage tanks
errINTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF5.8
err2024-02-01
err6
errOAAI
errXu, Xiaowei; Haghiri, Ali; Sandberg, Richard D.; Oda, Takuo; Tanimoto, Koichi
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errSave
Physics-Based Machine Learning Discovered Nanocircuitry for Nonlinear Ion Transport in Nanoporous Electrodes
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2023-07-11
err2
errOAAI
errZhan, Hualin; Sandberg, Richard; Feng, Fan; Liang, Qinghua; Xie, Ke; Zu, Lianhai; Li, Dan; Liu, Jefferson Zhe
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errSave
Riblet-generated flow mechanisms that lead to local breaking of Reynolds analogy
errJOURNAL OF FLUID MECHANICS
IF3.9
err2022-11-14
err21
errOAAI
errRouhi, Amirreza; Endrikat, Sebastian; Modesti, Davide; Sandberg, Richard D.; Oda, Takuo; Tanimoto, Koichi; Hutchins, Nicholas; Chung, Daniel
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errSave
Modeling subgrid-scale scalar dissipation rate in turbulent premixed flames using gene expression programming and deep artificial neural networks
errPHYSICS OF FLUIDS
IF4.3
err2022-08-09
err8
errOAAI
errKasten, C.; Shin, J.; Sandberg, R.; Pfitzner, M.; Chakraborty, N.; Klein, M.
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errSave
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-08-05
err20
errOAAI
errWeeratunge, Hansani; Shireen, Zakiya; Iyer, Sagar; Menzel, Adrian; Phillips, Andrew W.; Halgamuge, Saman; Sandberg, Richard; Hajizadeh, Elnaz
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Research Directions

No research directions
Co-authors
Cooperation Journals
李
李丹 (Dan Li)
H-index: 104 · Papers: 1.2K
Q
Qinghua Liang
H-index: 74 · Papers: 226
J
Jefferson Zhe Liu
H-index: 60 · Papers: 419
N
Nicholas Hutchins
H-index: 58 · Papers: 343
N
Neil D. Sandham
H-index: 53 · Papers: 356
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