Ümit Işıkdağ

About Ümit Işıkdağ

Ümit Işıkdağ, With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at Mimar Sinan Güzel Sanatlar Üniversitesi, specializes in the field of Building Information Modeling, 3D GIS, Construction Informatics, Machine Learning, Deep Learning.

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

Prediction of Damping Capacity Demand in Seismic Base Isolators via Machine Learning.

Rising Stars in Built Environment

3D VISIBILITY ANALYSES USING BIM & GIS INTEGRATION

Use of machine learning techniques in soil classification

Comparison of Multilayer Perceptron and Other Methods for Prediction of Sustainable Optimum Design of Reinforced Concrete Columns

Estimating Construction Material Indices with ARIMA and Optimized NARNETs

The State of Art in Machine Learning Applications in Civil Engineering

Prediction of cooling load of tropical buildings with machine learning

Ümit Işıkdağ Information

University

Position

Mimar Sinan Fine Arts University

Citations(all)

2942

Citations(since 2020)

1503

Cited By

1997

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

46

i10Index(since 2020)

35

Email

University Profile Page

Mimar Sinan Güzel Sanatlar Üniversitesi

Google Scholar

View Google Scholar Profile

Ümit Işıkdağ Skills & Research Interests

Building Information Modeling

3D GIS

Construction Informatics

Machine Learning

Deep Learning

Top articles of Ümit Işıkdağ

Title

Journal

Author(s)

Publication Date

Prediction of Damping Capacity Demand in Seismic Base Isolators via Machine Learning.

CMES-Computer Modeling in Engineering & Sciences

Ayla Ocak

Ümit Işıkdağ

Gebrail Bekdaş

Sinan Melih Nigdeli

Sanghun Kim

...

2024/3/1

Rising Stars in Built Environment

Frontiers in Built Environment

Salman Azhar

Giovanni Castellazzi

Ümit Işıkdağ

Panrawee Rungskunroch

Nicolò Vaiana

2024

3D VISIBILITY ANALYSES USING BIM & GIS INTEGRATION

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

E Corlu

U Isikdag

2024/3/8

Use of machine learning techniques in soil classification

Sustainability

Yaren Aydın

Ümit Işıkdağ

Gebrail Bekdaş

Sinan Melih Nigdeli

Zong Woo Geem

2023/1/28

Comparison of Multilayer Perceptron and Other Methods for Prediction of Sustainable Optimum Design of Reinforced Concrete Columns

Yaren Aydın

Gebrail Bekdaş

Sinan Melih Nigdeli

Ümit Işıkdağ

Zong Woo Geem

2023/6/16

Estimating Construction Material Indices with ARIMA and Optimized NARNETs

Umit Isikdag

Aycan Hepsag

Sureyya Imre Biyikli

Derya Oez

Gebrail Bekdas

...

2023

The State of Art in Machine Learning Applications in Civil Engineering

Yaren Aydin

Gebrail Bekdaş

Ümit Işıkdağ

Sinan Melih Nigdeli

2023/6/16

Prediction of cooling load of tropical buildings with machine learning

Sustainability

Gebrail Bekdaş

Yaren Aydın

Ümit Isıkdağ

Aidin Nobahar Sadeghifam

Sanghun Kim

...

2023/6/3

Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms

Sustainability

Yaren Aydın

Celal Cakiroglu

Gebrail Bekdaş

Ümit Işıkdağ

Sanghun Kim

...

2023/12/22

Estimation of Optimum Design of a 3-Bar Truss System with Decision Tree Algorithm

Ayla Ocak

Gebrail Bekdaş

Ümit Işıkdağ

Sinan Melih Nigdeli

2023/4/27

Artificial Intelligence and Deep Learning in Civil Engineering

Ayla Ocak

Sinan Melih Nigdeli

Gebrail Bekdaş

Ümit Işıkdağ

2023/6/16

Machine learning models for ecofriendly optimum design of reinforced concrete columns

Applied Sciences

Yaren Aydın

Gebrail Bekdaş

Sinan Melih Nigdeli

Ümit Isıkdağ

Sanghun Kim

...

2023/3/23

Machine learning application of structural engineering problems

Ayla Ocak

Sinan Melih Nigdeli

Gebrail Bekdaş

Ümit Işıkdağ

2023/6/16

Modeling the trend of construction materials industry

İMRE SÜREYYA IŞIKDAĞ ÜMİT

HEPSAĞ AYCAN

2022

Representing ordinal predictors in real estate valuation with multiple regression

Advanced Engineering Days (AED)

Ümit Işıkdağ

2022/6/16

IFC2INDOORGML: an open-source tool for generating IndoorGML from IFC

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Abdoulaye A Diakite

Lucia Díaz-Vilariño

Filip Biljecki

Ümit Isikdag

Scott Simmons

...

2022/6/1

Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns

Construction and Building Materials

Celal Cakiroglu

Kamrul Islam

Gebrail Bekdaş

Umit Isikdag

Sujith Mangalathu

2022/11/21

The application of Residual Augmented Least Squares method to predict the consistency properties of special clayey soils

Arabian Journal of Geosciences

Zülal Akbay Arama

Gebrail Bekdaş

Ümit Işıkdağ

Aycan Hepsağ

Melda Yücel

2022/3

Advances in Building Information Modeling: Second Eurasian BIM Forum, EBF 2021, Istanbul, Turkey, November 11–12, 2021, Revised Selected Papers

Ozan Önder Özener

Salih Ofluoglu

Umit Isikdag

2022/9/22

A generative design-to-BIM workflow for minimum weight plane truss design

Revista de la construcción

Berk Malgıt

Ümit Işıkdağ

Gebrail Bekdaş

Melda Yücel

2022/9

See List of Professors in Ümit Işıkdağ University(Mimar Sinan Güzel Sanatlar Üniversitesi)

Co-Authors

H-index: 52
Peter van Oosterom

Peter van Oosterom

Technische Universiteit Delft

H-index: 52
Jantien Stoter

Jantien Stoter

Technische Universiteit Delft

H-index: 34
Christiaan Lemmen

Christiaan Lemmen

Universiteit Twente

H-index: 24
Sultan Kocaman

Sultan Kocaman

Hacettepe Üniversitesi

H-index: 23
Song Wu

Song Wu

University of Huddersfield

H-index: 19
Ihab Hamzi Hijazi

Ihab Hamzi Hijazi

An-Najah National University

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