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R

Rana Muhammad Adnan Ikram

saveetha institute of medical and technical sciences

22H-index
72Paper Count
1.6KCitation Count
Published Papers 34
Publication Date
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Explainable ensemble learning models for predicting rheological and mechanical properties of Self-Compacting concrete
errAin Shams Engineering Journal
IF5.9
err2026-07-03
err0
errOAAI
errHang Yin; Meysam Alizamir; Salim Heddam; Aliakbar Gholampour; Sungwon Kim; Rana Muhammad Adnan Ikram
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Improving Groundwater Level Prediction based on Optimized Deep Learning Model with Coati Algorithm
errENVIRONMENTAL MODELLING & SOFTWARE
IF4.6
err2026-06-10
err0
PREAI
errRana Muhammad Adnan; Jing-Cheng Han; null Wang; Sandeep Samantaray; Abinash Sahoo; Sajjad Firas Abdulameer; Mohammad Al-Suwaiyan; ZaherMundher Yaseen
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Improving prediction accuracy of mechanical strengths in high-performance concrete using advanced metaheuristic-based extreme learning machines: incorporation of SHAP and LIME model explainers
errAin Shams Engineering Journal
IF5.9
err2026-04-08
err0
errOAAI
errHang Yin; Meysam Alizamir; Salim Heddam; Sungwon Kim; Aliakbar Gholampour; Rana Muhammad Adnan Ikram
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errSave
SWOT-Based Evaluation of Nature-Based Solutions for Stormwater Resilience in Historic Urban Landscapes
errWater
IF3
err2026-03-03
err0
errOAAI
errYanjing Huang; Jiayu Zhao; Rana Muhammad Adnan; Mo Wang
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errSave
Optimization of stochastic ANN models for intelligent flow-based prediction of soil erosion susceptibility maps (SESM)
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2025-12-31
err0
PREAI
errIkram, Rana Muhammad Adnan; Han, Jing-Cheng; Wang, Mo; Moayedi, Hossein; Moradi, Masoud
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errSave
Application of novel deep learning model for high-frequency water quality prediction in multi-station river networks
errJournal of Environmental Chemical Engineering
IF7.2
err2025-10-08
err0
PREAI
errYuchen Wang; Jing-Cheng Han; Yang Zhou; Xiuquan Wang; Rana Muhammad Adnan Ikram; Xu Zhao; Yuefei Huang
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errSave
Advancing Nature-Based Solutions with Artificial Intelligence: A Bibliometric and Semantic Analysis Using ChatGPT
errATMOSPHERE
IF2.3
err2025-09-18
err1
errOAAI
errWang, Mo; Liu, Hui; Zhang, Menghan; Adnan, Rana Muhammad
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errSave
Assessment of the Hydrological Performance of Grass Swales for Urban Stormwater Management: A Bibliometric Review from 2000 to 2023
errWATER
IF3
err2025-05-09
err0
errOAAI
errWang, Xuefei; Zhang, Run; Hu, Qi; Sun, Chuanhao; Ikram, Rana Muhammad Adnan; Wang, Mo; Cheng, Guo
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errSave
Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2025-04-28
err0
PREAI
errDaif, Noureddine; Di Nunno, Fabio; Granata, Francesco; Difi, Salah; Kisi, Ozgur; Heddam, Salim; Kim, Sungwon; Adnan, Rana Muhammad; Zounemat-Kermani, Mohammad
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errSave
Generative Adversarial Networks for Climate-Sensitive Urban Morphology: An Integration of Pix2Pix and the Cycle Generative Adversarial Network
errLAND
IF3.2
err2025-03-10
err0
errOAAI
errWang, Mo; Xiong, Ziheng; Zhao, Jiayu; Zhou, Shiqi; Wang, Yuankai; Ikram, Rana Muhammad Adnan; Wang, Lie; Tan, Soon Keat
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errSave
An interpretable XGBoost-SHAP machine learning model for reliable prediction of mechanical properties in waste foundry sand-based eco-friendly concrete
errRESULTS IN ENGINEERING
IF7.9
err2025-03-01
err0
errOAAI
errAlizamir, Meysam; Wang, Mo; Ikram, Rana Muhammad Adnan; Gholampour, Aliakbar; Ahmed, Kaywan Othman; Heddam, Salim; Kim, Sungwon
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errSave
Navigating Flooding Challenges in Historical Urban Contexts: Integrating Nature-Based Solutions with Spatial Multi-Criteria Assessments in Quanzhou
errLAND
IF3.2
err2025-02-21
err0
errOAAI
errWang, Mo; Zhao, Jiayu; Su, Jin; Ikram, Rana Muhammad Adnan; Yang, Manling
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errSave
An efficient computational investigation on accurate daily soil temperature prediction using boosting ensemble methods explanation based on SHAP importance analysis
errRESULTS IN ENGINEERING
IF7.9
err2024-12-01
err2
errOAAI
errAlizamir, Meysam; Wang, Mo; Ikram, Rana Muhammad Adnan; Ahmed, Kaywan Othman; Heddam, Salim; Kim, Sungwon
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errSave
Developing an efficient explainable artificial intelligence approach for accurate reverse osmosis desalination plant performance prediction: application of SHAP analysis
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2024-11-06
err1
errOAAI
errAlizamir, Meysam; Wang, Mo; Ikram, Rana Muhammad Adnan; Kim, Sungwon; Ahmed, Kaywan Othman; Heddam, Salim
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errSave
Enhancing the Prediction of Influent Total Nitrogen in Wastewater Treatment Plant Using Adaptive Neuro-Fuzzy Inference System-Gradient-Based Optimization Algorithm
errWATER
IF3
err2024-10-23
err1
errOAAI
errIkram, Misbah; Liu, Hongbo; Al-Janabi, Ahmed Mohammed Sami; Kisi, Ozgur; Mo, Wang; Ali, Muhammad; Adnan, Rana Muhammad
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errSave
Delivery Route Scheduling of Heterogeneous Robotic System with Customers Satisfaction by Using Multi-Objective Artificial Bee Colony Algorithm
errDRONES
IF4.8
err2024-09-24
err1
errOAAI
errChen, Zhihuan; Hou, Shangxuan; Wang, Zuao; Chen, Yang; Hu, Mian; Ikram, Rana Muhammad Adnan
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errSave
Data-driven urban configuration optimization: An XGBoost-based approach for mitigating flood susceptibility and enhancing economic contribution
errECOLOGICAL INDICATORS
IF7.4
err2024-09-01
err3
errOAAI
errYuan, Haojun; Wang, Mo; Zhang, Dongqing; Ikram, Rana Muhammad Adnan; Su, Jin; Zhou, Shiqi; Wang, Yuankai; Li, Jianjun; Zhang, Qifei
errShare
errSave
Multi-Stage Optimization of Drainage Systems for Integrated Grey-Green Infrastructure under Backward Planning
errWATER
IF3
err2024-06-27
err1
errOAAI
errSun, Chuanhao; Rao, Qiuyi; Wang, Mo; Liu, Yulu; Xiong, Ziheng; Zhao, Jiayu; Fan, Chengliang; Rana, Muhammad Adnan Ikram; Li, Jianjun; Zhang, Menghan
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errSave
A Systematic Review of the Vertical Green System for Balancing Ecology and Urbanity
errWATER
IF3
err2024-05-22
err0
errOAAI
errZhao, Jiayu; Rao, Qiuyi; Sun, Chuanhao; Ikram, Rana Muhammad Adnan; Fan, Chengliang; Li, Jianjun; Wang, Mo; Zhang, Dongqing
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errSave
The Microbial Community Composition and Nitrogen Cycling Metabolic Potential of an Underground Reservoir in Rizhao, Shandong Province, China
errWATER
IF3
err2024-02-15
err0
errOAAI
errChen, Yue; Cao, Xinyi; Zhang, Juan; Mu, Ziyao; Ma, Shenjia; Liu, Bojun; Cheng, Yufeng; Ren, Jingxuan; Ikram, Rana Muhammad Adnan
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Research Directions

No research directions
Co-authors
Cooperation Journals
Ö
Özgür Kişi
H-index: 106 · Papers: 685
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H-index: 89 · Papers: 634
S
Shamsuddin Shahid
H-index: 88 · Papers: 632
Y
Y. Frank Cheng
H-index: 82 · Papers: 517
A
Ahmed El‐Shafie
H-index: 76 · Papers: 551
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