Michael Davies

Deep Learning for Flow Sculpting: Insights into Efficient Learning using Scientific Simulation Data

Daniel Stoecklein, Kin Gwn Lore, Michael Davies et al. · Scientific Reports · 2017 · 78 citations · Full text

A deep learning framework for causal shape transformation

Kin Gwn Lore, Daniel Stoecklein, Michael Davies et al. · Neural Networks · 2017 · 22 citations

Geometric Learning, Machine Vision, Machine Learning +7

Automated Design for Microfluid Flow Sculpting: Multiresolution Approaches, Efficient Encoding, and CUDA Implementation

Daniel Stoecklein, Michael Davies, Nadab Wubshet et al. · Journal of Fluids Engineering · 2016 · 16 citations · Full text

Flow Control, Engineering, Fluid Mechanics +25

Hierarchical Feature Extraction for Efficient Design of Microfluidic Flow Patterns

Kin Gwn Lore, Daniel Stoecklein, Michael Davies et al. · Iowa State University Digital Repository (Iowa State University) · 2015 · 13 citations · Full text

FlowSculpt: software for efficient design of inertial flow sculpting devices

Daniel Stoecklein, Michael Davies, Joseph de Rutte et al. · Lab on a Chip · 2019 · 10 citations · Full text

Engineering, Flow Control, Fluid Mechanics +27