Davide Spinello

Davide Spinello

Ottawa University

H-index: 20

North America-United States

About Davide Spinello

Davide Spinello, With an exceptional h-index of 20 and a recent h-index of 14 (since 2020), a distinguished researcher at Ottawa University, specializes in the field of Dynamical systems theory and applications, Multiphysics systems, Mechanics and control of multi-body and hyper-redundant mechan.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Model-Free Kullback–Leibler Divergence Filter for Anomaly Detection in Noisy Data Series

Reinforcement Learning Environment for Wavefront Sensorless Adaptive Optics in Single-Mode Fiber Coupled Optical Satellite Communications Downlinks

ProtInteract: A deep learning framework for predicting protein–protein interactions

uWSC Aircraft Simulator: A Gazebo-based model for uncrewed weight-shift control aircraft flight simulation

Optimal non-autonomous area coverage control with adaptive reinforcement learning

Real-time measurement-driven reinforcement learning control approach for uncertain nonlinear systems

Model-free force control of cable-driven parallel manipulators for weight-shift aircraft actuation

Reinforcement Learning-based Wavefront Sensorless Adaptive Optics Approaches for Satellite-to-Ground Laser Communication

Davide Spinello Information

University

Position

Associate Professor of Mechanical Engineering

Citations(all)

2226

Citations(since 2020)

684

Cited By

1850

hIndex(all)

20

hIndex(since 2020)

14

i10Index(all)

25

i10Index(since 2020)

20

Email

University Profile Page

Ottawa University

Google Scholar

View Google Scholar Profile

Davide Spinello Skills & Research Interests

Dynamical systems theory and applications

Multiphysics systems

Mechanics and control of multi-body and hyper-redundant mechan

Top articles of Davide Spinello

Title

Journal

Author(s)

Publication Date

A Model-Free Kullback–Leibler Divergence Filter for Anomaly Detection in Noisy Data Series

Journal of Dynamic Systems, Measurement, and Control

Ruikun Zhou

Wail Gueaieb

Davide Spinello

2023/2/1

Reinforcement Learning Environment for Wavefront Sensorless Adaptive Optics in Single-Mode Fiber Coupled Optical Satellite Communications Downlinks

Photonics

Payam Parvizi

Runnan Zou

Colin Bellinger

Ross Cheriton

Davide Spinello

2023/12/13

ProtInteract: A deep learning framework for predicting protein–protein interactions

Computational and Structural Biotechnology Journal

Farzan Soleymani

Eric Paquet

Herna Lydia Viktor

Wojtek Michalowski

Davide Spinello

2023/1/1

uWSC Aircraft Simulator: A Gazebo-based model for uncrewed weight-shift control aircraft flight simulation

Nathaniel Mailhot

Teresa de Jesus Krings

Gilmar Tuta Navajas

Boyan Zhou

Davide Spinello

2023/11/6

Optimal non-autonomous area coverage control with adaptive reinforcement learning

Engineering Applications of Artificial Intelligence

Farzan Soleymani

Md Suruz Miah

Davide Spinello

2023/6/1

Real-time measurement-driven reinforcement learning control approach for uncertain nonlinear systems

Engineering Applications of Artificial Intelligence

Mohamed Abouheaf

Derek Boase

Wail Gueaieb

Davide Spinello

Salah Al-Sharhan

2023/6/1

Model-free force control of cable-driven parallel manipulators for weight-shift aircraft actuation

IEEE Transactions on Instrumentation and Measurement

Nathaniel Mailhot

Mohammed Abouheaf

Davide Spinello

2023/12/25

Reinforcement Learning-based Wavefront Sensorless Adaptive Optics Approaches for Satellite-to-Ground Laser Communication

arXiv preprint arXiv:2303.07516

Payam Parvizi

Runnan Zou

Colin Bellinger

Ross Cheriton

Davide Spinello

2023/3/13

Temporal difference learning of area coverage control with multi-agent systems

Farzan Soleymani

Suruz Miah

Davide Spinello

2022/11/14

Protein–protein interaction prediction with deep learning: A comprehensive review

Farzan Soleymani

Eric Paquet

Herna Viktor

Wojtek Michalowski

Davide Spinello

2022/1/1

A policy iteration approach for flock motion control

Shuzheng Qu

Mohammed Abouheaf

Wail Gueaieb

Davide Spinello

2021/10/28

Eighty-Five Percent of Improved Optical Power Delivery to Epiretinal Prostheses Using Rigid Body Compensation Algorithm

Journal of Biomechanical Engineering

Nathaniel Mailhot

Ross Cheriton

Kaustubh Vyas

John Cook

Steven Prawer

...

2021/6/1

An adaptive fuzzy reinforcement learning cooperative approach for the autonomous control of flock systems

Shuzheng Qu

Mohammed Abouheaf

Wail Gueaieb

Davide Spinello

2021/5/30

85% Improved Optical Power Delivery to Epiretinal Prostheses Using Rigid Body Compensation Algorithm

Journal of Biomechanical Engineering

Nathaniel Mailhot

Ross Cheriton

Kaustubh Vyas

John Cook

Steven Prawer

...

2021

A data-driven model-reference adaptive control approach based on reinforcement learning

Mohammed Abouheaf

Wail Gueaieb

Davide Spinello

Salah Al-Sharhan

2021/10/28

Coordination in Coupled Arrays of Stiff Filaments—Modelling and Simulation

Mathematics

Davide Spinello

2020/8/3

Guidance mechanism for flexible-wing aircraft using measurement-interfaced machine-learning platform

IEEE Transactions on Instrumentation and Measurement

Mohammed Abouheaf

Nathaniel Q Mailhot

Wail Gueaieb

Davide Spinello

2020/4/3

The implication of spatial statistics in human mesenchymal stem cell response to nanotubular architectures

International Journal of Nanomedicine

Alexander J Steeves

William Ho

Maria Chiara Munisso

David J Lomboni

Enara Larrañaga

...

2020/3/30

Trajectory tracking of underactuated sea vessels with uncertain dynamics: An integral reinforcement learning approach

Mohammed Abouheaf

Wail Gueaieb

Md Suruz Miah

Davide Spinello

2020/10/11

See List of Professors in Davide Spinello University(Ottawa University)

Co-Authors

H-index: 76
Maurizio Porfiri

Maurizio Porfiri

New York University

H-index: 32
Daniel J. Stilwell

Daniel J. Stilwell

Virginia Polytechnic Institute and State University

H-index: 29
Wail Gueaieb

Wail Gueaieb

Ottawa University

H-index: 22
Sachit Butail

Sachit Butail

Northern Illinois University

H-index: 12
Aditya Gadre

Aditya Gadre

Virginia Polytechnic Institute and State University

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