output
20072026
most citedMachine Learning Holography for 3D Particle Field Imaging

92 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

5 papers · 1 filter

eess.IV2019★ 92 cited

Machine Learning Holography for 3D Particle Field Imaging

Siyao Shao, Kevin Mallery, Santosh Kumar +1

We propose a new learning-based approach for 3D particle field imaging using holography. Our approach uses a U-net architecture incorporating residual connections, Swish activation…

physics.flu-dyn2019★ 3 cited

Dynamic wake modulation induced by utility-scale wind turbine operation

Aliza Abraham, Jiarong Hong

Understanding wind turbine wake mixing and recovery is critical for improving the power generation and structural stability of downwind turbines in a wind farm. In the field, where…

cond-mat.stat-mech2019★ 15 cited

Models of infiltration into homogeneous and fractal porous media with localized sources

Fabio D. A. Aarao Reis, Vaughan R. Voller

We study a random walk infiltration (RWI) model, in homogeneous and in fractal media, with localized sources at their boundaries. The particles released at a source, which is maint…

physics.flu-dyn2019★ 1 cited

Effect of turbine nacelle and tower on the near wake of a utility-scale wind turbine

Aliza Abraham, Teja Dasari, Jiarong Hong

Super-large-scale particle image velocimetry (SLPIV) using natural snowfall is used to investigate the influence of nacelle and tower generated flow structures on the near-wake of…

stat.AP2019★ 32 cited

A Nested K-Nearest Prognostic Approach for Microwave Precipitation Phase Detection over Snow Cover

Zeinab Takbiri, Ardeshir Ebtehaj, Efi Foufoula-Georgiou +2

Monitoring changes of precipitation phase from space is important for understanding the mass balance of Earth's cryosphere in a changing climate. This paper examines a Bayesian nea…