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Hamrani, Abderrachid
Positions
Assistant Professor
,
Mechanical and Materials Engineering
,
College of Engineering and Computing
ahamrani@fiu.edu
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Scholarly & Creative Works
Research
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Identifiers
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Scholarly & Creative Works
selected scholarly works & creative activities
Article
2024
Precision Calibration in Wire-Arc-Directed Energy Deposition Simulations Using a Machine-Learning-Based Multi-Fidelity Model
Full Text via DOI:
10.3390/jmmp8050222
Web of Science:
001340905100001
2024
Sustainable AI-based production agriculture: Exploring AI applications and implications in agricultural practices
Full Text via DOI:
10.1016/j.atech.2024.100416
Web of Science:
001190906500001
2024
Super-resolution-assisted rapid high-fidelity CFD modeling of data centers
.
BUILDING AND ENVIRONMENT
. 247.
Full Text via DOI:
10.1016/j.buildenv.2023.111036
Web of Science:
001119003100001
2023
Machine Learning Surrogate Modeling for Meshless Methods: Leveraging Universal Approximation
Full Text via DOI:
10.1142/S021987622141022X
Web of Science:
000849410800001
2022
Hybrid renewable energy system for sustainable residential buildings based on Solar Dish Stirling and wind Turbine with hydrogen production
.
ENERGY CONVERSION AND MANAGEMENT
. 270.
Full Text via DOI:
10.1016/j.enconman.2022.116261
Web of Science:
000869706900005
2022
Linking soil phosphorus pools to drainage water quality in intensively cropped organic soils
.
AGRICULTURAL WATER MANAGEMENT
. 272.
Full Text via DOI:
10.1016/j.agwat.2022.107860
Web of Science:
000861238900006
2022
Nanoindentation mapping defects filtration for heterogeneous materials using generative adversarial networks
.
MATERIALS CHARACTERIZATION
. 191.
Full Text via DOI:
10.1016/j.matchar.2022.112107
Web of Science:
000834173200003
2022
Neural network model predictions for phosphorus management strategies on tile-drained organic soils
Full Text via DOI:
10.2166/nh.2022.127
Web of Science:
000806281000001
2021
Machine learning algorithms to assess the thermal behavior of a Moroccan agriculture greenhouse
Full Text via DOI:
10.1016/j.clet.2021.100346
Web of Science:
000980938000087
2021
Modelling carbon dioxide emissions under a maize-soy rotation using machine learning
Full Text via DOI:
10.1016/j.biosystemseng.2021.09.013
Web of Science:
000711437100001
2020
Machine learning for predicting greenhouse gas emissions from agricultural soils
.
SCIENCE OF THE TOTAL ENVIRONMENT
. 741.
Full Text via DOI:
10.1016/j.scitotenv.2020.140338
Web of Science:
000568819300014
2020
Texture shape effects on hydrodynamic journal bearing performances using mass-conserving numerical approach
Full Text via DOI:
10.1080/17515831.2019.1666232
Web of Science:
000492393200001
2019
Coupling of inverse method and cuckoo search algorithm for multiobjective optimization design of an axial flow pump
Full Text via DOI:
10.1177/0957650919844112
Web of Science:
000486001000003
2019
A Predictive Model of the Optimal Tool Edge Geometry for Veneer Cutting Processes
Full Text via DOI:
10.1080/10910344.2019.1584820
Web of Science:
000480116100001
2019
Performance of hydrodynamic journal bearing under the combined influence of textured surface and journal misalignment: A numerical survey
Full Text via DOI:
10.1016/j.crme.2018.11.002
Web of Science:
000457263600005
2017
CS-IGA: A new cell-based smoothed isogeometric analysis for 2D computational mechanics problems
.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
. 315:671-690.
Full Text via DOI:
10.1016/j.cma.2016.11.017
Web of Science:
000393243900029
2017
On the Factors Affecting the Accuracy and Robustness of Smoothed-Radial Point Interpolation Method
Full Text via DOI:
10.4208/aamm.2015.m1115
Web of Science:
000386053300003
2017
MULTIPLE DAMAGE DETECTION IN COMPOSITE BEAMS USING PARTICLE SWARM OPTIMIZATION AND GENETIC ALGORITHM
Full Text via DOI:
10.5755/j01.mech.23.4.15254
Web of Science:
000411776300005
2016
An efficient reduced-order method with PGD for solving journal bearing hydrodynamic lubrication problems
Full Text via DOI:
10.1016/j.crme.2016.05.006
Web of Science:
000385589200001
2016
Crack identification using model reduction based on proper orthogonal decomposition coupled with radial basis functions
.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
. 54:265-274.
Full Text via DOI:
10.1007/s00158-016-1400-y
Web of Science:
000379262200006
Book Chapter
2022
Survey Review on Artificial Intelligence and Embedded Systems for Agriculture Safety: A proposed IoT Agro-meteorology System for Local Farmers in Morocco
. 211-241.
Web of Science:
001254299200012
Conference
2024
Skin Color Classification by Deep Learning and Traditional Thresholding Techniques during NIR Imaging
2018
EFFECT OF THE HALF END-WALL ON VELOCITY AND TAYLOR VORTICES FLOW
. 203-208.
Full Text via DOI:
10.14311/TPFM.2018.027
Web of Science:
000457661300027
2017
A NUMERICAL INVESTIGATION OF THE FLOW PATTERN BETWEEN FINITE-LENGTH CONICAL CYLINDERS
. 229-234.
Full Text via DOI:
10.14311/TPFM.2017.029
Web of Science:
000404424300029
Other Scholarly Work
2023
UNLEASHING THE POTENTIAL of Welding in Additive Manufacturing by Embracing Al
. 42-44.
Web of Science:
001098324800008
Preprint
2022
Nanoindentation Mapping Defects Filtration for Heterogeneous Materials Using Generative Adversarial Networks
Full Text via DOI:
10.2139/ssrn.4128913
Review
2024
Smart quadruped robotics: a systematic review of design, control, sensing and perception
Full Text via DOI:
10.1080/01691864.2024.2411684
Web of Science:
001336796400001
2024
Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review
.
JOURNAL OF INTELLIGENT MANUFACTURING
. 2407-2439.
Full Text via DOI:
10.1007/s10845-023-02171-8
Web of Science:
001018746300001
2023
Advancements and applications of multiple wire processes in additive manufacturing: a comprehensive systematic review
Full Text via DOI:
10.1080/17452759.2023.2273303
Web of Science:
001090880700001
Research
co-principal investigator on
Grant
Smartphone-based optical scanner to physiologically assess diabetic foot ulcers
awarded by
National Institutes of Health
2022 - 2026
Contact
full name
Abderrachid
Hamrani
Identifiers
ORCID iD
https://orcid.org/0000-0002-0295-855X
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