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Negin Yousefpour
Observed names:
N Yousefpour,
N. Yousefpour,
Yousefpour Negin,
Yousefpour, Negin
Institution:
The University of Melbourne
Observed institutions:
Texas Department of Transportation,
The University of Melbourne,
Arup Group (United States),
Texas A&M University
ORCID:
0000-0002-6634-2658
Observed ORCID:
0000-0002-6634-2658
OpenAlex ID:
A5020963012
Deep Learning for Time Series Forecasting: Review and Applications in Geotechnics and Geosciences
2025
·
F. Fazel Mojtahedi
, N. Yousefpour
, et al.
·
Archives of Computational Methods in Engineering
·
77
Machine Learning Solutions for Bridge Scour Forecast Based on Monitoring Data
2021
·
Negin Yousefpour
, Steve Downie
, et al.
·
Transportation Research Record Journal of the Transportation Research Board
·
37
PDF
Electrical resistivity imaging of unknown bridge foundations
2013
·
R. Arjwech
, M.E. Everett
, et al.
·
Near Surface Geophysics
·
29
PDF
Towards an AI-based early warning system for bridge scour
2023
·
Negin Yousefpour
, Oscar Correa
·
Georisk Assessment and Management of Risk for Engineered Systems and Geohazards
·
27
Prediction of the post‐failure behavior of rocks: Combining artificial intelligence and acoustic emission sensing
2022
·
Negin Yousefpour
, Mehdi Pouragha
·
International Journal for Numerical and Analytical Methods in Geomechanics
·
20
Stiffness and Strength of Stabilized Organic Soils—Part II/II: Parametric Analysis and Modeling with Machine Learning
2021
·
Negin Yousefpour
, Zenon Medina-Cetina
, et al.
·
Geosciences
·
16
PDF
Machine Learning Methods for Geotechnical Site Characterization and Scour Assessment
2024
·
Negin Yousefpour
, Zhongqiang Liu
, et al.
·
Transportation Research Record Journal of the Transportation Research Board
·
15
Early detection of internal erosion in earth dams: combining seismic monitoring and convolutional AutoEncoders
2023
·
Negin Yousefpour
, Farid Fazel Mojtahedi
·
Georisk Assessment and Management of Risk for Engineered Systems and Geohazards
·
15
Unknown Foundation Determination for Scour
2012
·
Jean‐Louis Briaud
, Zenon Medina‐Cetina
, et al.
·
15
Application of long short-term memory and convolutional neural networks for real-time bridge pier scour prediction
2026
·
Tahrima Hashem
, Negin Yousefpour
·
Machine Learning and Data Science in Geotechnics
·
13
PDF
Stiffness and Strength of Stabilized Organic Soils—Part I/II: Experimental Database and Statistical Description for Machine Learning Modelling
2021
·
Francisco G. Hernandez-Martinez
, Abir Al-Tabbaa
, et al.
·
Geosciences
·
13
PDF
Physics-inspired deep learning for bridge scour prediction: site-specific and transferable models
2025
·
Negin Yousefpour
, Bo Wang
·
Georisk Assessment and Management of Risk for Engineered Systems and Geohazards
·
12
PDF
Determination of Unknown Foundation of Bridges for Scour Evaluation Using Artificial Neural Networks
2011
·
N. Yousefpour
, Z. Medina-Cetina
, et al.
·
Geo-Frontiers Congress
·
10
Probabilistic Evaluation of Unknown Foundations for Scour Susceptible Bridges
2020
·
Zenon Medina-Cetina
, Negin Yousefpour
, et al.
·
Journal of Bridge Engineering
·
9
Evaluation of Unknown Foundations of Bridges Subjected to Scour
2014
·
Negin Yousefpour
, Zenon Medina-Cetina
, et al.
·
Transportation Research Record Journal of the Transportation Research Board
·
9
Offshore turbidity currents forecasting (part I): Integrating deep learning and computational fluid dynamics
2025
·
F. Fazel Mojtahedi
, N. Yousefpour
, et al.
·
Ocean Engineering
·
6
Investigating Knowledge Transfer in Residual Physics-Informed Neural Networks Using Connected Vehicles Traffic Data
2025
·
Bo Wang
, Neema Nassir
, et al.
·
IEEE Transactions on Intelligent Transportation Systems
·
3
Investigating the Nonlinear Soil Behaviour in Piled Barrier Performance
2025
·
Fatemeh Safari Honar
, Negin Yousefpour
, et al.
·
Transportation Infrastructure Geotechnology
·
3
PDF
Towards a New Soil Constitutive Model for Simulation of Road Barrier Piles
2024
·
Fatemeh Safari Honar
, Negin Yousefpour
, et al.
·
Lecture notes in civil engineering
·
3
Prediction of Submarine Turbidity Currents Using Stacked LSTMs with Tree-Structured Parzen Estimator Optimisation
2023
·
F Fazel Mojtahedi
, N Yousefpour
, et al.
·
Offshore Site Investigation Geotechnics 8th International Conference Proceedings
·
3
Physics-Inspired Deep Learning and Transferable Models for Bridge Scour Prediction
2024
·
Yousefpour, Negin
, Wang, Bo
·
arXiv (Cornell University)
·
2
PDF
Exploring Advanced Soil Constitutive Models for Simulation of Flexible Barrier Piles Under Vehicle Impact
2024
·
F. Safari Honar
, N. Yousefpour
, et al.
·
Lecture notes in civil engineering
·
2
Comparative Deterministic and Probabilistic Modeling in Geotechnics: Applications to Stabilization of Organic Soils, Determination of Unknown Foundations for Bridge Scour, and One-Dimensional Diffusion Processes
2013
·
Negin Yousefpour
·
OakTrust (Texas A&M University Libraries)
·
2
Detecting Internal Erosion in Earth Dams: Frequency-Domain Analysis with Mel Spectrograms and Convolutional Autoencoders
2025
·
Farid Fazel Mojtahedi
, Tahrima Hashem
, et al.
·
Journal of Computing in Civil Engineering
·
1
Elastic-Viscoplastic Soil Constitutive Model for Simulation of Barrier Piles under Vehicle Crash Impact
2025
·
Fatemeh Safari Honar
, Negin Yousefpour
, et al.
·
Journal of Geotechnical and Geoenvironmental Engineering
·
1
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Works count:
50
Citation count:
347
H-index:
12
I10-index:
14
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