Image features of a splashing drop on a solid surface extracted using a feedforward neural network

Collisional ferrohydrodynamics of magnetic fluid droplets on superhydrophobic surfaces

(2021) Nilamani Sahoo et al.   PHYSICS OF FLUIDS

Physics guided machine learning using simplified theories

(2021) Suraj Pawar et al.   PHYSICS OF FLUIDS

Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow

(2021) Taichi Nakamura et al.   PHYSICS OF FLUIDS

Large impact velocities suppress the splashing of micron-sized droplets

(2021) Masashi Usawa et al.   Physical Review Fluids

An efficient deep learning framework to reconstruct the flow field sequences of the supersonic cascade channel

(2021) Yunfei Li et al.   PHYSICS OF FLUIDS

Deep-learning of parametric partial differential equations from sparse and noisy data

(2021) Hao Xu et al.   PHYSICS OF FLUIDS

Initial spreading dynamics of a liquid droplet: The effects of wettability, liquid properties, and substrate topography

(2021) Jiayu Du et al.   PHYSICS OF FLUIDS

Droplet impact of blood and blood simulants on a solid surface: Effect of the deformability of red blood cells and the elasticity of plasma

(2021) Yuto Yokoyama et al.   FORENSIC SCIENCE INTERNATIONAL

Effect of interfacial mass transport on inertial spreading of liquid droplets

(2020) Lina Baroudi et al.   PHYSICS OF FLUIDS

On the splashing of high-speed drops impacting a dry surface

(2020) David A. Burzynski et al.   JOURNAL OF FLUID MECHANICS

Shallow neural networks for fluid flow reconstruction with limited sensors

(2020) N. Benjamin Erichson et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Feature selection and processing of turbulence modeling based on an artificial neural network

(2020) Yuhui Yin et al.   PHYSICS OF FLUIDS

Interface learning in fluid dynamics: Statistical inference of closures within micro–macro-coupling models

(2020) Suraj Pawar et al.   PHYSICS OF FLUIDS

Unsteady reduced-order model of flow over cylinders based on convolutional and deconvolutional neural network structure

(2020) Jiang-Zhou Peng et al.   PHYSICS OF FLUIDS

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

A theory on the spreading of impacting droplets

(2019) José Manuel Gordillo et al.   JOURNAL OF FLUID MECHANICS

A note on the aerodynamic splashing of droplets

(2019) José Manuel Gordillo et al.   JOURNAL OF FLUID MECHANICS

Design and Implementation of Cloud Analytics-Assisted Smart Power Meters Considering Advanced Artificial Intelligence as Edge Analytics in Demand-Side Management for Smart Homes

(2019) Yung-Yao Chen et al.   SENSORS

Machine Learning for Fluid Mechanics

(2019) Steven L. Brunton et al.   Annual Review of Fluid Mechanics

Magic carpet breakup of a drop impacting onto a heated surface in a depressurized environment

(2019) Ryuta Hatakenaka et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

(2019) Alejandro Barredo Arrieta et al.   Information Fusion

Peeking inside the black-box: A survey on Explainable Artificial Intelligence (XAI)

(2018) Amina Adadi et al.   IEEE Access

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Wetting and electrowetting on corrugated substrates

(2017) Zhanlong Wang et al.   PHYSICS OF FLUIDS

Drop Impact on a Solid Surface

(2016) C. Josserand et al.   Annual Review of Fluid Mechanics

Reynolds averaged turbulence modelling using deep neural networks with embedded invariance

(2016) Julia Ling et al.   JOURNAL OF FLUID MECHANICS

Drop impact on a solid surface: short-time self-similarity

(2016) Julien Philippi et al.   JOURNAL OF FLUID MECHANICS

Dynamics of high-speed micro-drop impact: numerical simulations and experiments at frame-to-frame times below 100 ns

(2015) Claas Willem Visser et al.   Soft Matter

Drop splashing on a rough surface: How surface morphology affects splashing threshold

(2014) Hyungmo Kim et al.   APPLIED PHYSICS LETTERS

Experiments of Drops Impacting a Smooth Solid Surface: A Model of the Critical Impact Speed for Drop Splashing

(2014) Guillaume Riboux et al.   PHYSICAL REVIEW LETTERS

Compressive sensing based machine learning strategy for characterizing the flow around a cylinder with limited pressure measurements

(2013) Ido Bright et al.   PHYSICS OF FLUIDS

Spreading dynamics of drop impacts

(2012) Guillaume Lagubeau et al.   JOURNAL OF FLUID MECHANICS

Maximal Air Bubble Entrainment at Liquid-Drop Impact

(2012) Wilco Bouwhuis et al.   PHYSICAL REVIEW LETTERS

Microdroplet impact at very high velocity

(2012) Claas Willem Visser et al.   Soft Matter

Drop dynamics after impact on a solid wall: Theory and simulations

(2010) Jens Eggers et al.   PHYSICS OF FLUIDS

Single-drop fragmentation determines size distribution of raindrops

(2009) Emmanuel Villermaux et al.   Nature Physics

High-Speed Imaging of Drops and Bubbles

(2008) S.T. Thoroddsen et al.   Annual Review of Fluid Mechanics