Concepedia

Daniel Stoecklein

DS

11

Publications

502

Citations

10

H-Index

2014

Active since

Affiliations

Iowa State University(Current)

University of California, Los Angeles

Ames National Laboratory

Daniel Stoecklein is an author at Iowa State University specializing in engineering, microfluidics, and biomedical engineering.

Top concepts

EngineeringMicrofluidicsFluid DynamicsBiomedical EngineeringMultiphase FlowComputer ScienceMachine LearningDesign3D PrintingFlow Control

Publications per year

2014–2021

11

Publications

11

Nonlinear Microfluidics

Daniel Stoecklein, Dino Di Carlo · Analytical Chemistry · 2018 · 181 citations

Biophysical Modeling, Molecular Sciences, Engineering +11

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 Case Study of Deep Reinforcement Learning for Engineering Design: Application to Microfluidic Devices for Flow Sculpting

Xian Yeow Lee, Aditya Balu, Daniel Stoecklein et al. · Journal of Mechanical Design · 2019 · 68 citations

Artificial Intelligence, Design Space Exploration, Model Optimization +15

Optimized design of obstacle sequences for microfluidic mixing in an inertial regime

Matteo Antognoli, Daniel Stoecklein, Chiara Galletti et al. · Lab on a Chip · 2021 · 44 citations · Full text

Micropillar sequence designs for fundamental inertial flow transformations

Daniel Stoecklein, Chueh‐Yu Wu, Keegan Owsley et al. · Lab on a Chip · 2014 · 43 citations

Rows per page

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