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Linear and nonlinear dimensionality reduction from fluid mechanics to machine learning

Measurement science & technology, 2023-04, Vol.34 (4), p.42001

Mendez, Miguel A

2023

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Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning

2023

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A meshless and binless approach to compute statistics in 3D ensemble PTV

Experiments in fluids, 2024-09, Vol.65 (9), Article 142

2024

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A meshless method to compute pressure fields from image velocimetry

Measurement science & technology, 2022-09, Vol.33 (9), p.94005

2022

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Comparative analysis of machine learning methods for active flow control

Journal of fluid mechanics, 2023-03, Vol.958, Article A39

2023

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Damping of three-dimensional waves on coating films dragged by moving substrates

Physics of fluids (1994), 2023-07, Vol.35 (7)

2023

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Evolution of waves in liquid films on moving substrates

Physics of fluids (1994), 2023-01, Vol.35 (1)

2023

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Anemia in women of reproductive age in Ecuador: Data from a national survey

PloS one, 2020-09, Vol.15 (9), p.e0239585-e0239585

2020

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Multi-Robot Interfaces and Operator Situational Awareness: Study of the Impact of Immersion and Prediction

Sensors (Basel, Switzerland), 2017-07, Vol.17 (8), p.1720

2017

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Interfacial Diels–Alder Reaction between Furan-Functionalized Polymer Coatings and Maleimide-Terminated Poly(ethylene glycol)

Journal of physical chemistry. C, 2019-02, Vol.123 (7), p.4125-4132

2019

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On the coupling instability of a gas jet impinging on a liquid film

Journal of fluid mechanics, 2024-08, Vol.992, Article A11

2024

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On the dynamics of jet wiping: Numerical simulations and modal analysis

Physics of fluids (1994), 2021-06, Vol.33 (6)

2021

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Towards an Autonomous Vision-Based Unmanned Aerial System against Wildlife Poachers

Sensors (Basel, Switzerland), 2015-12, Vol.15 (12), p.31362-31391

2015

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A Real-Time 3D Path Planning Solution for Collision-Free Navigation of Multirotor Aerial Robots in Dynamic Environments

Journal of intelligent & robotic systems, 2019-02, Vol.93 (1-2), p.33-53

2019

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Unprecedented continuous elastic foam-bed reactor for CO2 capture

Chemical engineering journal (Lausanne, Switzerland : 1996), 2023-01, Vol.452, p.138604, Article 138604

2023

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Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control

Journal of intelligent & robotic systems, 2019-02, Vol.93 (1-2), p.227-243

2019

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Multi-objective analysis of the Sand Hypoplasticity model calibration

Acta geotechnica, 2024-07, Vol.19 (7), p.4241-4254

2024

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A robust data-driven model for flapping aerodynamics under different hovering kinematics

Physics of fluids (1994), 2023-04, Vol.35 (4)

2023

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Optimization of horizontal alignment geometry in road design and reconstruction

Transportation research. Part C, Emerging technologies, 2017-01, Vol.74, p.261-274

2017

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An automatic method for generating multiple alignment alternatives for a railway bypass

Computers & operations research, 2023-06, Vol.154, p.106217, Article 106217

2023

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Green synthesis method of silver nanoparticles using starch as capping agent applied the methodology of surface response

Die Stärke, 2013-09, Vol.65 (9), p.814-821

2013

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Data-Driven Modeling of Hypersonic Reentry Flow with Heat and Mass Transfer

AIAA journal, 2023-08, Vol.61 (8), p.3269-3286

2023

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Structure and sequence based functional annotation of Zika virus NS2b protein: Computational insights

Biochemical and biophysical research communications, 2017-10, Vol.492 (4), p.659-667

2017

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Shift-plethystic trees and Rogers–Ramanujan identities

The Ramanujan journal, 2021-08, Vol.55 (3), p.943-964

Méndez, Miguel A.

2021

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Experiments on sloshing mitigation using tuned oscillating baffles

Physics of fluids (1994), 2024-09, Vol.36 (9)

2024

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Linear and nonlinear dimensionality reduction from fluid mechanics to machine learning

Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning

A meshless and binless approach to compute statistics in 3D ensemble PTV

A meshless method to compute pressure fields from image velocimetry

Comparative analysis of machine learning methods for active flow control

Damping of three-dimensional waves on coating films dragged by moving substrates

Evolution of waves in liquid films on moving substrates

Anemia in women of reproductive age in Ecuador: Data from a national survey

Multi-Robot Interfaces and Operator Situational Awareness: Study of the Impact of Immersion and Prediction

Interfacial Diels–Alder Reaction between Furan-Functionalized Polymer Coatings and Maleimide-Terminated Poly(ethylene glycol)

On the coupling instability of a gas jet impinging on a liquid film

On the dynamics of jet wiping: Numerical simulations and modal analysis

Towards an Autonomous Vision-Based Unmanned Aerial System against Wildlife Poachers

A Real-Time 3D Path Planning Solution for Collision-Free Navigation of Multirotor Aerial Robots in Dynamic Environments

Unprecedented continuous elastic foam-bed reactor for CO2 capture

Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control

Multi-objective analysis of the Sand Hypoplasticity model calibration

A robust data-driven model for flapping aerodynamics under different hovering kinematics

Optimization of horizontal alignment geometry in road design and reconstruction

An automatic method for generating multiple alignment alternatives for a railway bypass

Green synthesis method of silver nanoparticles using starch as capping agent applied the methodology of surface response

Data-Driven Modeling of Hypersonic Reentry Flow with Heat and Mass Transfer

Structure and sequence based functional annotation of Zika virus NS2b protein: Computational insights

Shift-plethystic trees and Rogers–Ramanujan identities

Experiments on sloshing mitigation using tuned oscillating baffles

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