Schedule for: 22w5188 - $M^5$ - Mathematics of Multiphase, Multiscale, Mutiphysics Models

Beginning on Sunday, July 31 and ending Friday August 5, 2022

All times in Oaxaca, Mexico time, CDT (UTC-5).

Sunday, July 31
14:00 - 23:59 Check-in begins (Front desk at your assigned hotel)
19:30 - 22:00 Dinner (Restaurant Hotel Hacienda Los Laureles)
20:30 - 21:30 Informal gathering (Hotel Hacienda Los Laureles)
Monday, August 1
07:30 - 08:45 Breakfast (Restaurant Hotel Hacienda Los Laureles)
08:45 - 09:00 Introduction and Welcome (Conference Room San Felipe)
09:00 - 09:59 Charles Meneveau: Keynote: Lagrangian multiscale modeling of turbulence fine-scale structure (Zoom)
10:00 - 10:29 Krishnaswamy Nandakumar: 𝑴^𝟓 Enables Manufacturing Innovations in Chemical Engineering
The manufacturing technologies of the future for converting chemicals, materials, energy etc will be done in efficient, distributed, modular process equipment where multiphase flows are ubiquitous. Our traditional design approach has been to rely on rules of thumb, pilot-scale development, and testing of process equipment which takes up to 20 years to develop a single technology. The design procedures are often highly empirical, dismissing the high degree of freedom that an engineer has at the early stages of design by making ad-hoc design decisions, but paying the price during scale-up of processes through expensive pilot-scale experiments. The question that I address in this presentation is “Can Advanced Computational modeling tools come to our rescue in minimizing the need for pilot-scale experiments?”
(Zoom)
10:30 - 11:00 Coffee Break (Conference Room San Felipe)
11:01 - 11:30 Anthony Wachs: Models of hydrodynamic force and torque fluctuations in flows laden with spherical particles (Zoom)
12:01 - 12:30 Aaron Morris: Monte Carlo modeling of non-spherical particle flows (Zoom)
12:30 - 13:00 Olivier Simonin: Micro-structure-based tensor quantities as a tool to predict local fluid-particle forces in random distribution of particles by Baptiste Hardy, Olivier Simonin, Juray de Wilde, Grégoire Winkelmans (Zoom)
13:01 - 13:30 Mona Rahmani: Aggregation of microplastic and biogenic particles in upper ocean turbulence (Zoom)
13:41 - 15:00 Lunch (Restaurant Hotel Hacienda Los Laureles)
15:01 - 16:00 Rui Ni: Keynote: Multiscale fragmentation of bubbles in turbulence (Zoom)
16:00 - 16:30 Coffee Break (Conference Room San Felipe)
16:31 - 17:00 Luca Brandt: Numerical simulations of droplet evaporation in turbulence (Zoom)
17:00 - 17:30 Shankar Subramaniam: A unified theory of multiphase turbulence (Zoom)
19:00 - 21:00 Dinner (Restaurant Hotel Hacienda Los Laureles)
Tuesday, August 2
07:30 - 09:00 Breakfast (Restaurant Hotel Hacienda Los Laureles)
09:00 - 09:59 Ricardo Vinuesa: Keynote: Modeling and controlling turbulent flows through deep learning (Zoom)
10:00 - 10:29 L.S. Fan: Neural Network Based Analyses of Particle Attrition and Drag Force for Irregular Particles in Gas-solid Flows – a Manifestation of Chemical Looping Technology Reactor Systems (Zoom)
10:30 - 11:00 Coffee Break (Conference Room San Felipe)
11:01 - 11:30 Damir Juric: Computing for Multiphase Flows (Zoom)
11:31 - 12:00 Tomislav Maric: Force-balance with an unstructured Finite Volume discretization of single-field two-phase Navier-Stokes Equations (Zoom)
12:01 - 12:30 Bing Brunton: Tracking turbulent plumes with deep reinforcement learning (Zoom)
12:31 - 13:00 Krithika Manohar: Data-Driven Prediction of Partially Observed Multiscale Dynamics (Zoom)
13:01 - 13:30 David Vidal: A 3D additive manufacturing approach for the validation of a numerical wall-scale model of catalytic particulate filters (Zoom)
13:30 - 13:40 Group Photo (Hotel) + Snapshot (Zoom) (Zoom + Hotel Hacienda Los Laureles)
13:40 - 15:00 Lunch (Restaurant Hotel Hacienda Los Laureles)
15:01 - 16:00 Steven Brunton: Keynote: Machine Learning for Scientific Discovery (Zoom)
16:00 - 16:30 Coffee Break (Conference Room San Felipe)
16:31 - 17:00 Mayank Tyagi: Machine Learning and Physics-Informed Neural Networks for Petroleum Engineering Applications (Zoom)
19:00 - 21:00 Dinner (Restaurant Hotel Hacienda Los Laureles)
Wednesday, August 3
07:30 - 09:00 Breakfast (Restaurant Hotel Hacienda Los Laureles)
09:00 - 09:59 Andy Woods: Keynote: Reduced order models of flow in layered heterogeneous porous rocks and implications for carbon storage (Zoom)
10:00 - 10:29 Jeffrey Giacomin: Recent Advances in Polymer Viscoelasticity from General Rigid Bead-Rod Theory (Zoom)
10:30 - 11:00 Coffee Break (Conference Room San Felipe)
11:00 - 12:30 PANEL DISCUSSION (Zoom)
12:30 - 13:30 Lunch (Restaurant Hotel Hacienda Los Laureles)
15:00 - 19:00 Free Afternoon (Oaxaca)
19:00 - 21:00 Dinner (Restaurant Hotel Hacienda Los Laureles)
Thursday, August 4
07:30 - 09:00 Breakfast (Restaurant Hotel Hacienda Los Laureles)
09:00 - 09:59 Qinjun Kang: Keynote: Unraveling the effects of viscous, inertial, and surface tension forces in multiphase flow using high-performance pore-scale lattice Boltzmann simulation (Zoom)
10:00 - 10:29 Devang Khakhar: Understanding Granular Segregation in Dense Shear Flows (Zoom)
10:30 - 11:00 Coffee Break (Conference Room San Felipe)
11:01 - 11:30 Shankar Ghosh: Dry Friction: A Geometrical View (Zoom)
11:31 - 12:00 Li Chen: Pore-scale modeling of multiphase reactive transport processes (Zoom)
12:01 - 12:30 Mayank Tyagi: Statistical and Machine Learning of Inertial Flow Parameters from Pore-Scale Lattice Boltzmann Simulations (Zoom)
12:31 - 13:00 Jianlin Zhao: Pore-scale simulation of multiphase flow in porous media: coupling lattice Boltzmann method and pore network model (Zoom)
13:01 - 13:30 Celalettin Ozdemir: Multiphase Flow Modelling of Alongshelf Current-supported Turbidity Currents: Insights to Multiscale Sediment Transport in the Continental Shelves (Zoom)
13:30 - 15:00 Lunch (Restaurant Hotel Hacienda Los Laureles)
15:00 - 16:00 Olivier Desjardins: Keynote: Multi-Scale Modeling Framework for Predicting Turbulent Spray Atomization (Zoom)
16:00 - 16:30 Coffee Break (Conference Room San Felipe)
16:30 - 17:00 Ivan Christov: Continuum-scale simulation tools for transport phenomena in dense suspensions (Zoom)
17:00 - 17:30 Wei Ge: Pseudo-particle modeling: from reactions to reactors (Zoom)
19:00 - 21:00 Dinner (Restaurant Hotel Hacienda Los Laureles)
Friday, August 5
07:30 - 09:00 Breakfast (Restaurant Hotel Hacienda Los Laureles)
09:00 - 10:00 Sreekanth Pannala: Keynote: Modeling Complexity of Reacting Systems - Making it Simple but not Simpler (Zoom)
10:00 - 10:30 Rodney Fox: Role of the particle-fluid-particle pressure tensor in gas-liquid and liquid-solid flows (Zoom)
10:30 - 11:00 Coffee Break (Conference Room San Felipe)
11:00 - 11:30 Madhusuden Agrawal: Fully Coupled Multiphysics Modelling of Floating Offshore Wind Turbine (Zoom)
11:30 - 12:00 Luc Deike: The role of wave breaking, drops and bubbles in mass transfer at the ocean atmosphere interface (Zoom)
12:00 - 12:30 Samir Khanna: A Three-Dimensional Multi-Physics Model for the Alkaline Water Electrolysis Process​ (Zoom)
12:30 - 13:00 Gocha Chochua: Multiscale Modeling of Erosion Wear in High-Rate Downhole Completions (Zoom)
13:30 - 15:00 Lunch (Restaurant Hotel Hacienda Los Laureles)