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R01.00001: Pollution Transport Simulation and Machine-Learning Aided Source Detection in Metropolitan Areas
Sarah Zhang
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R01.00002: Unstructured fluid flow data recovery using machine learning and Voronoi diagrams
Kai Fukami, Romit Maulik, Nesar Ramachandra, Kunihiko Taira, Koji Fukagata
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R01.00003: Estimating model error using sparsity-promoting ensemble Kalman inversion
Jinlong Wu, Tapio Schneider, Andrew Stuart
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R01.00004: Deep Operator Neural Networks (DeepONets) for prediction of instability waves in high-speed boundary layers
Patricio Clark Di Leoni, Charles Meneveau, George Karniadakis, Tamer Zaki
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R01.00005: Active Learning of Nonlinear Operators for Forecasting Extreme and Rare Events
Themistoklis Sapsis, George Karniadakis
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R01.00006: Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database
Michele Buzzicotti, Fabio Bonaccorso, Patricio Clark Di Leoni, Luca Biferale
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R01.00007: Non-invasive Inference of Thrombus Material Properties with Physics-informed Neural Networks
Minglang Yin, Xiaoning Zheng, Jay Humphrey, George Karniadakis
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R01.00008: Application of a Machine Learning Turbulent and Non-turbulent Classification Method to Wall Modeled LES of Transitional Channel Flows
Ghanesh Narasimhan, Charles Meneveau, Tamer Zaki
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R01.00009: Learning high dimensional surrogates from mantle convection simulations
Siddhant Agarwal, Nicola Tosi, Pan Kessel, Doris Breuer, Sebastiano Padovan, Grégoire Montavon
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R01.00010: Deep Reinforcement Learning for Bluff Body Active Flow Control in Experiments and Simulations.
Dixia Fan, Liu Yang, Zhicheng Wang, Michael Triantafyllou, George Karniadakis
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R01.00011: Super-resolution and Denoising of Fluid Flows Using Physics-informed Convolutional Neural Networks
Jian-Xun Wang, Han Gao, Luning Sun
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R01.00012: Stable and Generalizable Subgrid Modeling of Forced Burgers Turbulence Using Neural Networks and Transfer Learning
Adam Subel, Ashesh Chattopadhyay, Yifei Guan, Pedram Hassanzadeh
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R01.00013: Statistically constrained neural networks for augmenting LES wall modeling
Yue Hao, Charles Meneveau, Tamer Zaki
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R01.00014: FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations
Ben Stevens, Tim Colonius
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R01.00015: Visualization of internal procedure in neural networks for fluid flows
Masaki Morimoto, Kai Fukami, Koji Fukagata
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R01.00016: Emulating turbulence via a Physics-Informed Deep Learning framework
Mohammadreza Momenifar, Enmao Diao, Vahid Tarokh, Andrew D. Bragg
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R01.00017: Autoencoded Reservoir Computing for the Spatio-Temporal Prediction of a Turbulent Flow
Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri
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R01.00018: Deep Reinforcement Learning for Efficient Navigation in Vortical Flow Fields
Peter Gunnarson, Ioannis Mandralis, Guido Novati, Petros Koumoutsakos, John Dabiri
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R01.00019: Convolutional neural network based wall modeling for large eddy simulation in a turbulent channel flow
Naoki Moriya, Kai Fukami, Yusuke Nabae, Masaki Morimoto, Taichi Nakamura, Koji Fukagata
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R01.00020: A data-driven wall model for LES of flow over periodic hills
Zhideng Zhou, Guowei He, Xiaolei Yang
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R01.00021: Machine learning method for 3D particle tracking velocimetry based on digital inline holography
Jiarong Hong, Ruichen He, Siyao Shao, Kevin Mallery, Santosh Kumar
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R01.00022: Modeling wall-shear stress of turbulent flows through deep reinforcement learning
Junhyuk Kim, Hyojin Kim, Changhoon Lee
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R01.00023: Super-resolution reconstruction of turbulence using unsupervised deep learning
Hyojin Kim, Junhyuk Kim, Sungjin Won, Changhoon Lee
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R01.00024: Data assimilation assisted neural network parameterizations for subgrid processes in multiscale systems
Suraj Pawar, Omer San
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R01.00025: Closed-loop optimal control for shear flows using reinforcement learning
Onofro Semeraro, Michele Alessandro Bucci, Lionel Mathelin
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R01.00026: Avoiding High-frequency Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Bayesian Deep Learning
Ushnish Sengupta, Guenther Waxenegger-Wilfing, Jan Martin, Justin Hardi, Matthew Juniper
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R01.00027: Estimation of 3D Velocity and Pressure Fields from Tomographic Background Oriented Schlieren Videos using a Physics-Informed Neural Network
Shengze Cai, Zhicheng Wang, Frederik Fuest, Young Jin Jeon, Callum Gray, George Karniadakis
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R01.00028: Convolutional neural networks to predict the onset of oscillatory instabilities in turbulent systems
Eustaquio Aguilar Ruiz, Vishnu Rajasekharan Unni, R. I. Sujith, Abhishek Saha
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R01.00029: Equivariance-preserving Deep Spatial Transformers for Auto-regressive Data-driven Forecasting of Geophysical Turbulence.
Ashesh Chattopadhyay, Mustafa Mustafa, Pedram Hassanzadeh, Karthik Kashinath
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R01.00030: Data-driven super-parameterization of subgrid-scale processes using deep learning
Pedram Hassanzadeh, Ashesh Chattopadhyay, Adam Subel, Yifei Guan
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R01.00031: Prediction of Rheological Parameters using Surrogate Models with Neural Networks
James Hewett, Mathieu Sellier, Dale Cusack, Ben Kennedy, Miguel Moyers-Gonzalez, Jerome Monnier
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R01.00032: Control by Deep Reinforcement Learning of a separated flow
Thibaut Guegan, Michele Alessandro Bucci, Onofrio Semeraro, Laurent Cordier, Lionel Mathelin
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R01.00033: Learning Full Flow Fields from Sparse Wind Tunnel Data
Pablo Hermoso Moreno, Emile Oshima, Shengze Cai, Morteza Gharib
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R01.00034: Interface learning paradigms for multi-scale and multi-physics systems
Shady Ahmed, Suraj Pawar, Omer San
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R01.00035: Robust Reservoir Computing for the Prediction of Chaotic Systems
Alberto Racca, Luca Magri
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R01.00036: A Deep Learning Framework for Computational Fluid Dynamics on Irregular Geometries
Ali Kashefi, Davis Rempe, Leonidas Guibas
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R01.00037: Identifying Flow Physics in Convolutional Layers
Ashley Scillitoe, Pranay Seshadri
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R01.00038: A unifying framework of solving forward and inverse problems in fluid mechanics via deep learning
Han Gao, Jian-Xun Wang
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R01.00039: A Generative Model to Solve Steady Navier-Stokes Equations with Reduced Training
Shen Wang, Joshua Agar, Yaling Liu
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R02.00001: On a carpet of microbubbles existing beneath the hydrogen bubbles growing at a microelectrode
Aleksandr Bashkatov, Syed Sahil Hossain, Yang Xuegeng, Gerd Mutschke, Kerstin Eckert
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R02.00002: Large Bubbles in Vibrated Liquid Are Levitated by Wall Motions
J.R. Torczynski, T.P. Koehler
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R02.00003: Oscillations of Large Bubbles Due to Sudden Finite Volume Release
Idan Eizenberg, Dan Liberzon, Ian Jacobi
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R02.00004: Interaction of two non-coalescing bubbles rising in a non-isothermal self-rewetting fluid
Kirti Sahu, Mounika Balla, Manoj Kumar Tripathi, Omar K Matar
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R02.00005: Thermal effects in the collapse of a cavitation bubble
Minki Kim, Eric Johnsen
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R02.00006: How Fluid Accumulation Affects the Dynamics~of Bubble Growth and Rearrangements
Anthony Chieco, Douglas Durian
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R02.00007: Lift Force Acting on the Trailing Bubble in the Leading Bubble's Wake
Hiroaki Kusuno, Toshiyuki Sanada
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R02.00008: Hydrodynamics of High Dive and Water Entry Related Injuries.
Caroline Cohen, Thbault Guillet, David Quéré, Peko Hosoi, Christophe Clanet
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R02.00009: Cavitation Bubble Growth with Phase Transition near a Rigid Wall
Mauro Rodriguez, Spencer Bryngelson, Tim Colonius
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R02.00010: Experimental study of oil-coated bubble rising dynamics
Liu Hong, Bingqiang Ji, Jin-Tae Kim, Jie Feng, Leonardo Chamorro
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R02.00011: Oil-coated bubble formation at coaxial orifices
Bingqiang Ji, Jie Feng
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R02.00012: Time-Resolved X-ray Radiography of Bubble Bifurcation in a Vibrated, Closed, Liquid-Filled Cylinder
Benjamin Halls, Dayna Obenauf, John Torczynski
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R02.00013: Acoustic, thermal and chemical response of single bubble collapse at audible frequencies and high amplitudes
Davide Masiello, Prashant Valluri, Ignacio Tudela, Stephen Shaw, Rama Govindarajan
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R02.00014: Inertially collapsing bubbles: a boundary layer approach to mass transfer modelling
Stephen Shaw, Davide Masiello, Ignacio Tudela, Prashant Valluri, Rama Govindarajan
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R02.00015: Application of Koopman theory and dynamic mode decomposition to the analysis of nonlinear bubble dynamics
Andrew J. Gibson, Xin Yee, Michael L. Calvisi
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Not Participating
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R02.00016: Ballistic Brownian Motion of Supercavitating Nanoparticles
Dezhao Huang, Jarrod Schiffbauer, Eungkyu Lee, Tengfei Luo
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R02.00017: Single bubble impacting a curved surface.
Anuj Baskota, Alireza Hooshanginejad, Ehsan Esmaili, Sunghwan Jung
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R02.00018: Dynamics of a rising bubble through the liquid-liquid interface
Ragavendiran Muniyammal, Alakesh Chandra Mandal, Sanjay Kumar
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R02.00019: Acoustic Bubble Dynamics in a Yield-stress Fluid
Brice Saint-Michel, Valeria Garbin
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R05.00001: Rheological behavior of a millimetric foam films assembly: Part III shear
Raphael Poryles, Adrien Bussonnière, Emmanuel Schaub, Isabelle Cantat
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R05.00002: Stability of marginal pinching in soap films.
Corentin Tregouet, Isabelle Cantat
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R05.00003: Probing surfactant dynamics in a sheared foam through level-set simulations
Yedhir Mezache, Marie Le Merrer, François Detcheverry, Anne-Laure Biance, Peter Spelt
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R05.00004: Rheological behavior of a millimetric foam films assembly: Part I Elasticity
Adrien Bussonniere, Isabelle Cantat
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R05.00005: Rheological behavior of a millimetric foam films assembly: Part II Viscosity
Isabelle Cantat, Adrien Bussonnière
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R05.00006: Dynamics of a surfactant-laden bubble bursting through an interface
Omar K. Matar, Cristian Ricardo Constante Amores, Assen Batchvarov, Lyes Kahouadji, Seungwon Shin, Jalel Chergui, Damir Juric
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R05.00007: Dynamical fracture: a continuum derivation of the velocity gap
Peter Stewart, Sascha Hilgenfeldt
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R05.00008: Formation, growth and coalescence of nanoscopic mesas in stratifying foam films
Chenxian Xu, Subinuer Yilixiati, Vivek Sharma
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R05.00009: Drainage of protein foams and foam films
Lena Hassan, Chenxian Xu, Vivek Sharma
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R05.00010: Stratification in micellar foam films as a probe for intermicellar interactions
Chrystian Ochoa, Shang Gao, Samanvaya Srivastava, Vivek Sharma
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R07.00001: A Stochastic Wall Model for Large-Eddy Simulation of Rough Channel Flows
Livia S Freire, Marcelo Chamecki
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R07.00002: A data-driven hybrid LES/RANS framework for wall-bounded turbulent flows
Pasha Piroozmand, Patrick Jenny
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R07.00003: Evaluation of Wall Models for Internal Combustion Engines using Direct Numerical Simulation
Muhsin Ameen, Saumil Patel
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R07.00004: Large Eddy Simulations of Internal Combustion Engines to Understand the Origins of CCV
Saumil Patel, Muhsin Ameen, Tanmoy Chatterjee, Sicong Wu
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R07.00005: LES versus URANS for flow in a centrifugal pump
Beomjun Kye, Haecheon Choi
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R07.00006: Integral length-scale approximation based modeling of subfilter-scale scalar flux for large-eddy simulation of stratified turbulent flows
Reetesh Ranjan
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R07.00007: Requirements and sensitivity analysis of RANS-free wall modeled LES
Michael Whitmore, Adrian Lozano-Duran, Parviz Moin
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R07.00008: PANS Modeling for Variable-Density Flow
Filipe Pereira, Fernando Grinstein, Daniel Israel, Sharath Girimaji
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R07.00009: A Compressible Formulation of the Active Model Split (AMS) Hybrid RANS/LES Model
Clark Pederson, Todd Oliver, Robert Moser
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R07.00010: An Analysis of LES models in Stably Stratified Flows
Jeremy Melvin, Robert D. Moser
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R07.00011: Length-Scale Dependence of Dynamics of Homogeneous Variable Density Turbulence
Juan Saenz, Denis Aslangil, Daniel Livescu
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R07.00012: DNS of Flow Over Smooth and Rough Wavy Walls at $\mathit{Re}_\lambda=4760$
Vedant Puri, Ramesh Balakrishnan
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R07.00013: DNS-data-driven subgrid-scale scalar flux model for turbulent spatially evolving flows
Oriol Lehmkuhl, Guillermo Araya
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R07.00014: Towards optimal numerics for the simulation of boundary-layer flows
Manuel Schmid, Marco Giometto, Marc Parlange
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R07.00015: Direct numerical simulation (DNS) study of the effect of wake structure on drag coefficient of thin flexible cylinder at low Reynolds numbers
Harika Gurram, Chelakara Subramanian, Maytal Dahan, Tracy Brown
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R07.00016: Subgrid-scale Modeling and Resolution Sensitivities in Wall Modeled LES of High-Lift Aircraft Configurations
Konrad Goc, Sanjeeb Bose, Parviz Moin
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R12.00001: Toward improved heat transfer models for strongly-coupled particle-laden flows
Sarah Beetham, Aaron Lattanzi, Jesse Capecelatro
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R12.00002: On Understanding Preferential Concentration for Particle-Laden Isotropic Turbulent Flows using Combined Theoretical and Data-Driven Techniques
Kyle Pietrzyk, Fady Najjar, Jeremy Horwitz, Roger Minich
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R12.00003: Analysis of divergence and rotation of the intertial particle velocity in high Reynolds number turbulence
Thibault Oujia, Keigo Matsuda, Kai Schneider
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R12.00004: Experimental analysis of clustering in particle risers
Kee Onn Fong, Filippo Coletti
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R12.00005: Falling snow behaves as inertial particles in turbulence
Filippo Coletti, Cheng Li, Kaeul Lim, Tim Berk, Aliza Abraham, Michael Heisel, Michele Guala, Jiarong Hong
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R12.00006: The effect of particle to fluid density ratio on the clustering of inertial particles in turbulence
Anirban Bhattacharjee, Mahdi Esmaily
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R12.00007: On large-scale clustering in particle laden turbulence
Keigo Matsuda, Kai Schneider, Katsunori Yoshimatsu
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R12.00008: Topological and temporal analysis of particle clusters in turbulent flows using density-based clustering algorithms.
Alvaro Tomas, Laura Villafane
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R12.00009: Forcing in DNS of Isotropic Turbulence and its Effects on Closure Model for the Diffusion Current of High-Inertia Particle Pairs
Sarma Rani, Donald Koch
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R12.00010: Mechanisms governing the settling velocities of inertial particles in wall-bounded turbulence
David Richter, Andrew Bragg, Guiquan Wang
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R12.00011: Predicting particle concentration enhancement due to preferential concentration in a mechanically-driven regime using the two-fluid equations
Sara Nasab, Pascale Garaud
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R12.00012: Experimental measurements of diatom trajectories and distributions in a small-scale turbulence tank
Nimish Pujara, Kevin Du Clos, Stephanie Ayres, Lee Karp-Boss, Evan Variano
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R12.00013: Clustering of Inertial Particles in Turbulent Flow Through a Face-Centered Cubic Cell
Xiaoliang He, Thibault Oujia, Benjamin Kadoch, Keigo Matsuda, Kai Schneider, Sourabh Apte
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R13.00001: Numerical modeling of the breakup of cohesive particles by turbulence
Yuan Yao, Jesse Capecelatro
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R13.00002: Fluid motion surrounding a lifting sphere in turbulent boundary layers
Yi Hui Tee, Ellen Longmire
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R13.00003: Modulation of inter-phase, cross-scale momentum transfer by preferentially-concentrated inertial particles
Miralireza Nabavi Bavil, Mario Di Renzo, Jeonglae Kim
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R13.00004: Snow settling dynamics in atmospheric turbulence
Jiaqi Li, Aliza Abraham, Michael Heisel, Filippo Coletti, Michele Guala, Jiarong Hong
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R13.00005: Applicability of LES models in capturing turbulence disruption for inertial particle laden turbulent flows
Naveen Rohilla, Partha S Goswami, Pradeep Muramulla
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R13.00006: Liquid droplet formation and dispersion characteristics in a turbulent round jet.
Peter Dearborn Huck, Rodrigo Osuna-Orozco, Nathanael Machicoane, Alberto Aliseda
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R13.00007: Experimental Investigation of Two-phase Flow in a Porous Plate Turbulent Wake
Kristin Travis, Sarah E. Smith, Mickaël Bourgoin, Henda Djeridi, Raúl Bayoán Cal, Martín Obligado
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R13.00008: A correction scheme for two-way coupled Euler-Lagrange approach on arbitrary grids
Pedram Pakseresht, Sourabh V. Apte
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R13.00009: Accurate modeling of group settling of a dense cluster of particles using the corrected-point-particle (cPP) approach
Lokesh Jothi Vincent, Pedram Pakseresht, Sourabh V. Apte
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R13.00010: Experimental measurements of particle transport modification in dense particle-laden turbulent flows
Roumaissa HASSAINI, Filippo Coletti
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R13.00011: On Turbulence and Particle Transport in Closed Rooms.
Som Dutta, Shyuan Cheng, Aditya Parikh, Tadd Truscott, Paul Fischer, Leonardo Chamorro
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