2022 Annual Meeting

Session: Data Science in Complex Fluids and Complex Flows

Co-Chairs

Jamali, S., Northeastern
Hsiao, L., North Carolina State University

Presentations

03:30 PM

(388a) Data-Driven Modeling of a Dynamic System with Extreme Events through Neural Networks in an Atlas of Charts

03:50 PM

(388b) Stabilized Neural ODEs for Data-Driven Reduced-Order Modeling of Plane Couette Flow

04:10 PM

(388c) Automated High-Throughput Microrheology for Material Formulation

04:30 PM

(388d) Rigid Structures in Frictional Dense Suspensions

04:50 PM

(388e) Using Co-Optimized Machine Learned Manifolds for Modeling Chemically Reacting Flows

05:10 PM

(388f) A Deep Learning Framework for Predicting Fluid Flow in Porous Membranes

05:30 PM

(388g) Bayesian Optimisation for Plug Performance of Coiled Tubes at Low-Reynolds-Number