Amir Mosavi

TU Dresden

Münchner Platz 2 - 3

Dresden, 01069

Germany

Obuda University

Bécsi út 96/B

Budapest, 034

Hungary

SCHOLARLY PAPERS

24

DOWNLOADS
Rank 32,709

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Top 32,709

in Total Papers Downloads

3,383

TOTAL CITATIONS

44

Scholarly Papers (24)

1.

COVID-19 Outbreak Prediction with Machine Learning

Number of pages: 39 Posted: 22 Apr 2020
Thuringian Institute of Sustainability and Climate Protection, TU Dresden, Helmholtz-Zentrum Dresden-Rossendorf (HZDR), J. Selye University, J. Selye University, Dresden University of Technology, Bauhaus University - Institute of Structural Mechanics and Lancaster University - Lancaster Environment Centre
Downloads 2,134 (16,026)
Citation 17

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COVID-19; Coronavirus disease; Coronavirus; SARS-CoV-2; model; prediction; machine learning

2.

COVID-19 Pandemic Prediction for Hungary; A Hybrid Machine Learning Approach

Number of pages: 23 Posted: 07 May 2020
Óbuda University, Óbuda University, TU Dresden, Helmholtz-Zentrum Dresden-Rossendorf (HZDR) and Helmholtz-Zentrum Dresden-Rossendorf (HZDR)
Downloads 136 (459,526)
Citation 4

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COVID-19; Coronavirus; SARS-CoV-2; prediction model; machine learning

3.

Adaptive Neuro-Fuzzy Inference System and a Multilayer Perceptron Model Trained with Grey Wolf Optimizer for Predicting Solar Diffuse Fraction

Number of pages: 13 Posted: 03 Nov 2020
Óbuda University, affiliation not provided to SSRN, Óbuda University and TU Dresden
Downloads 116 (520,638)

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machine learning, prediction, adaptive neuro-fuzzy inference system, adaptive network-based fuzzy inference system, diffuse fraction, multilayer perceptron

4.

Predicting COVID-19 (Coronavirus Disease) Outbreak Dynamics Using SIR-based Models: Comparative Analysis of SIRD and Weibull-SIRD

Number of pages: 5 Posted: 04 Dec 2020
Amir Mosavi and Ahmad Sedaghat
TU Dresden and Australian College of Kuwait
Downloads 115 (524,109)

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Coronavirus disease, COVID-19, outbreak, SIR model, epidemiological model, SIRD model, Weibull

5.

Impact of Double Skin Facade Constructional Features on Heat Transfer and Natural Ventilation of High-Rise Residential Buildings

Number of pages: 20 Posted: 10 Mar 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Royal Melbourne Institute of Technolog (RMIT University), Ton Duc Thang University and TU Dresden
Downloads 108 (549,228)
Citation 1

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Segmentation of DSF, Energy consumption, Natural ventilation, High-rise residential building, Hot and dry climet

6.
Downloads 102 (572,965)

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7.

A Comparative Analysis on Diagnosis of Diabetes Mellitus Using Different Approaches – A Survey

Number of pages: 10 Posted: 23 Feb 2021
International Islamic University Islamabad, International Islamic University Islamabad, International Islamic University Islamabad and TU Dresden
Downloads 89 (625,936)

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Diabetes Mellitus, Deep Learning, Machine Learning, Survey, Review, Data Science

8.

Modeling and Sensitivity Analysis of Coronavirus Disease (COVID-19) Outbreak Prediction

Number of pages: 5 Posted: 03 Dec 2020
Australian College of Kuwait, Islamic Azad University (IAU), Islamic Azad University (IAU) - Young Researchers and Elite Club and TU Dresden
Downloads 61 (774,245)

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Coronavirus disease, COVID-19, outbreak model, compartmental model, SARS-CoV-2, epidemiological model

9.

A New Framework to Identify Most Suitable Priority Areas for Soil-Water Conservation Using Coupling Mechanism in Guwahati Urban Watershed, India, with Future Insight

Journal of Cleaner Production Volume 382, 1 January 2023, https://doi.org/10.1016/j.jclepro.2022.135363
Number of pages: 35 Posted: 22 Dec 2022
Jamia Millia Islamia - Department of Geography, Jamia Millia Islamia - Department of Geography, Jamia Millia Islamia - Department of Geography, Jamia Millia Islamia - Department of Geography, University of California, Irvine - Henry Samueli School of Engineering, University of Gour Banga, Maulana Azad National Urdu University (MANUU), Jamia Millia Islamia - Department of Geography, Begum Rokeya University and TU Dresden
Downloads 58 (794,414)

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Watershed priority zone, artificial intelligence, soft computing, soil erosion, soil conservation, revised universal soil loss equation, coupling mechanism, fuzzy logic

10.

Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with Anfis, SVM, and Ann

Number of pages: 42 Posted: 30 Jun 2020
affiliation not provided to SSRN, affiliation not provided to SSRN, Texas A&M University - Texas A&M University Health Science Center and TU Dresden
Downloads 46 (887,590)
Citation 19

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Groundwater; artificial intelligence; hydrologic model; groundwater level prediction; machine learning; principal component analysis; spatiotemporal variation; uncertainty analysis; hydroinformatics; support vector machine; big data; artificial neural network

11.

A Compendious Investigation of Double Skin Façade Structural Element Impacts on Flow and Heat Transfer in Hot-Dry Climates

Number of pages: 40 Posted: 15 May 2023
Tarbiat Modares University, Tarbiat Modares University, Aalborg University, Urmia University, Pennsylvania State University and TU Dresden
Downloads 42 (923,370)

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Double-Skin Façade (DSF), Thermal performance, Fold, Ventilation, Mass flow rate

12.

Oil Family Typing Using a Hybrid Model of Self-Organizing Map and Artificial Neural Network

Number of pages: 22 Posted: 22 Dec 2021
Amir Mosavi and Majid Safaei-Farouji
TU Dresden and affiliation not provided to SSRN
Downloads 39 (951,941)
Citation 1

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Oil family typing, self-organization map, clustering validity indexes

13.

Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods

Karballaeezadeh, N.; Mohammadzadeh S., D.; Moazemi, D.; Band, S.S.; Mosavi, A.; Reuter, U. Smart Structural Health Monitoring of Flexible Pavements Using Machine Learning Methods. Coatings 2020, 10, 1100. https://doi.org/10.3390/coatings10111100
Number of pages: 18 Posted: 26 Apr 2022
Nader Karballaeezadeh and Amir Mosavi
Islamic Azad University (IAU) - Science and Research Branch and TU Dresden
Downloads 37 (971,884)

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structural health monitoring, flexible pavement, pavement condition index (PCI), international roughness index (IRI), predictive models, ensemble learning, machine learning, mobility, big data, artificial intelligence

14.

Comparison of the Pulsating and Steady Jets on FIV and Thermal Behavior of a Sprung Cylinder Inside an Isothermal Channel

Number of pages: 25 Posted: 23 Nov 2021
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and TU Dresden
Downloads 36 (992,242)

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Flow-Induced Vibrations, Pulsating And Steady Jet, Isothermal Channel, Heat Transfer, Frequency Response, Vortex Shedding

15.

Generation Expansion Planning in the Presence of Wind Power Plants Using a Genetic Algorithm Model

Number of pages: 23 Posted: 03 Aug 2020
affiliation not provided to SSRN, affiliation not provided to SSRN, TU Dresden and affiliation not provided to SSRN
Downloads 35 (992,242)
Citation 1

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Generation expansion planning; wind power generation; genetic algorithm; least-cost generation expansion planning; stochastic crossover technique; artificial initial population scheme; mathematical programming; machine learning

16.

Factor Analysis Approach to Classify COVID-19 Datasets in Several Regions

Results in Physics, Volume 25, June 2021, https://www.sciencedirect.com/science/article/pii/S2211379721002321
Number of pages: 13 Posted: 04 May 2022
Fasa University Of Medical Sciences, Çankaya University, National Yunlin University of Science and Technology and TU Dresden
Downloads 34 (1,013,342)

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Covid-19, Coronavirus; Correlation, Factor Analysis

17.

Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/liquid paraffin mixture properties

Xiaoluan Zhang, Xinni Liu, Xifeng Wang, Shahab S. Band, Seyed Amin Bagherzadeh, Somaye Taherifar, Ali Abdollahi, Mehrdad Bahrami, Arash Karimipour, Kwok-Wing Chau & Amir Mosavi (2022) Energetic thermo-physical analysis of MLP-RBF feed-forward neural network compared with RLS Fuzzy to predict CuO/li
Number of pages: 40 Posted: 27 Apr 2022
affiliation not provided to SSRN, Tsinghua University, Nanchang University - Department of Anesthesiology, National Yunlin University of Science and Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Islamic Azad University (IAU), Hong Kong Polytechnic University and TU Dresden
Downloads 34 (1,002,773)

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Viscosity, Copper Oxide, Liquid Paraffin, artificial intelligence, RLS Fuzzy, machine learning

18.

Accurate Discharge Coefficient Prediction of Streamlined Weirs by Coupling Linear Regression and Deep Convolutional Gated Recurrent Unit

Number of pages: 28 Posted: 11 May 2022
Wenzhou University - College of Computer Science and Artificial Intelligence, Islamic Azad University (IAU) - Tabriz Branch, Wenzhou Polytechnic, National Yunlin University of Science and Technology, Hong Kong Polytechnic University and TU Dresden
Downloads 32 (1,024,170)

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streamlined weirs, discharge prediction, deep learning, machine learning, deep convolutional neural network, gated recurrent unit

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Coronavirus disease, outbreak model, epidemiological model, COVID-19, prediction; dynamics, gulf cooperation council, SEIR-PADC model

20.

Dynamic Modeling and Adaptive Controlling in GPS-Intelligent Buoy (GIB) Systems Based on Neural-Fuzzy Networks

Dangquan Zhang, Muhammad Aqeel Ashraf, Zhenling Liu, Wan-Xi Peng, Mohammad Javad Golkar, Amirhosein Mosavi, Dynamic modeling and adaptive controlling in GPS-intelligent buoy (GIB) systems based on neural-fuzzy networks, Ad Hoc Networks, Volume 103, 2020, 102149, ISSN 1570-8705.
Number of pages: 32 Posted: 13 May 2020
Amir Mosavi
TU Dresden
Downloads 29 (1,057,759)

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Positioning system, Neural-fuzzy network, Adaptive control, Buoys

21.

Comparative analysis of machine learning and numerical modeling for combined heat transfer in Polymethylmethacrylate

Number of pages: 15 Posted: 27 Apr 2022
K. N. Toosi University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, K. N. Toosi University of Technology and TU Dresden
Downloads 21 (1,154,574)

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Polymethylmethacrilate, combined heat transfer, Polymer processing, long short-term memory, deep neural network, deep learning, data science, materials design, network, machine learning, big data, heat transfer

22.

An Improved Hybrid Approach for the Simultaneous Allocation of Dg Units and Tvvd Loads in Distribution Systems

Number of pages: 23 Posted: 16 Aug 2022
University of Engineering and Technology Taxila, affiliation not provided to SSRN, Government of the United States of America - Air University, Taif University, Gachon University and TU Dresden
Downloads 19 (1,179,174)

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Optimal allocation, metaheuristics, distributed generation, multi-objective index

23.

Large Electromagnetic Field Enhancement in Plasmonic Nanoellipse for Tunable Spaser Based Applications

Number of pages: 23 Posted: 04 Apr 2022 Last Revised: 04 May 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and TU Dresden
Downloads 16 (1,215,873)

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Electromagnetic, Nanoellipse, materials design

24.

Diffusion analysis with high and low concentration regions by the finite difference method, the adaptive network-based fuzzy inference system, and the bilayered neural network method

Engineering Applications of Computational Fluid Mechanics, Volume 15, 2021 - Issue 1
Number of pages: 21 Posted: 27 Apr 2022
affiliation not provided to SSRN, Thuringian Institute of Sustainability and Climate Protection, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Pennsylvania, National Yunlin University of Science and Technology, Hong Kong Polytechnic University and TU Dresden
Downloads 13 (1,251,090)

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ANFIS, Bilayered neural network, diffusion phenomena, diffusion of molecules, machine learning