LabID-base/OpenAlex-Afillation huggingface dataset:
SiamIDS: A novel cloud-centric Siamese Bi-LSTM framework for interpretable intrusion detection in large-scale IoT networks
Year: 2025
Type: article
Language: en
Topic: Network Security and Intrusion Detection
Authors and affiliations:
raw_author_name: Prabu Kaliyaperumal
raw_affiliation_strings: School of Computer Science and Engineering, Galgotias University, Delhi NCR, India
raw_author_name: Palani Latha
raw_affiliation_strings: Department of Information Technology, Panimalar Engineering College, Chennai, India
raw_author_name: Selvaraj Palanisamy
raw_affiliation_strings: School of Computer Science and Engineering, Galgotias University, Delhi NCR, India
raw_author_name: Sridhar Pushpanathan
raw_affiliation_strings: Department of Electrical and Electronics Engineering, Kongunadu College of Engineering and Technology, Trichy, India
raw_author_name: Anand Nayyar
raw_affiliation_strings: School of Computer Science, Duy Tan University, Da Nang 550000, Viet Nam
raw_author_name: Balamurugan Balusamy
raw_affiliation_strings: School of Engineering and IT, Manipal Academy of Higher Education, Dubai Campus, Dubai, United Arab Emirates
raw_author_name: Ahmad Alkhayyat
raw_affiliation_strings: Department of Computer Techniques Engineering, College of Technical Engineering, The Islamic University, Najaf, Iraq
On the Electron Transport in Simplified IBC‐SHJ Solar Cells With MoO <i> <sub>x</sub> </i> Blanket Layer
Year: 2025
Type: article
Language: en
Topic: Silicon and Solar Cell Technologies
Authors and affiliations:
raw_author_name: Katarina Kovačević
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
raw_author_name: Yifeng Zhao
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
raw_author_name: Paul Procel
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
raw_author_name: Liqi Cao
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
raw_author_name: Miro Zeman
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
raw_author_name: Luana Mazzarella
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
raw_author_name: Olindo Isabella
raw_affiliation_strings: Photovoltaic Materials and Devices Group Delft University of Technology  Delft the Netherlands
Genetic improvement of clubroot resistance in the recessive genic male sterile line YA001 in Brassica napus
Year: 2025
Type: article
Language: en
Topic: Plant Disease Resistance and Genetics
Authors and affiliations:
raw_author_name: Yingfen Jiang
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Wuhan, China
raw_author_name: Weixin Fei
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
raw_author_name: Xingjie Wu
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
raw_author_name: Fengxiang Chen
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
raw_author_name: Wenjing Li
raw_affiliation_strings: Wuhan Agricultural Technology Extension Center, Wuhan, China
raw_author_name: Ying Wang
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
raw_author_name: Lanlan Zhan
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
raw_author_name: Cheng Li
raw_affiliation_strings: Institute of Crop Research, Anhui Academy of Agricultural Sciences/Key Laboratory of Crop Quality Improvement of Anhui Province, Hefei, Anhui, China
A ATUAÇÃO DO ENFERMEIRO NA PROMOÇÃO DO ALEITAMENTO MATERNO DURANTE O PUERPÉRIO
Year: 2025
Type: article
Topic: Breastfeeding Practices and Influences
Authors and affiliations:
raw_author_name: Leonia Lisboa de Souza Reis
raw_affiliation_strings: UNIG
raw_author_name: Raiane Ribeiro Silveira Gonçalves
raw_affiliation_strings: UNIG
raw_author_name: Wanderson Alves Ribeiro
raw_affiliation_strings: UNIG
raw_author_name: Felipe Castro Felicio
raw_affiliation_strings: UNIG
raw_author_name: Ana Teresa Ferreira de Souza
Concurrent Increases of Impervious Surface Area and Vegetation Greenness and Productivity in China's Yangtze River Delta
Year: 2025
Type: article
Language: en
Topic: Land Use and Ecosystem Services
Authors and affiliations:
raw_author_name: Chenglong Yin
raw_affiliation_strings: College of Geography and Environment Shandong Normal University  Jinan China
raw_author_name: Xiangming Xiao
raw_affiliation_strings: School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Li Pan
raw_affiliation_strings: School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Ruishan Chen
raw_affiliation_strings: School of Design Shanghai Jiao Tong University  Shanghai China
raw_author_name: Yi Yin
raw_affiliation_strings: Department of Environmental Studies New York University  New York NY USA
raw_author_name: Yuanwei Qin
raw_affiliation_strings: Jiangsu Key Laboratory of Soil and Water Processes in Watershed College of Geography and Remote Sensing Hohai University  Nanjing China
School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Wenjiao Shi
raw_affiliation_strings: College of Resources and Environment University of Chinese Academy of Sciences  Beijing China
Key Laboratory of Land Surface Pattern and Simulation Institute of Geographic Sciences and Natural Resources Research Chinese Academy of Sciences  Beijing China
School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Tim Van de Voorde
raw_affiliation_strings: Department of Geography Ghent University  Ghent Belgium
raw_author_name: Shenglai Yin
raw_affiliation_strings: School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Yuan Yao
raw_affiliation_strings: School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Baihong Pan
raw_affiliation_strings: School of Biological Sciences University of Oklahoma  Norman OK USA
raw_author_name: Nan Jia
raw_affiliation_strings: Center for Systems Integration and Sustainability College of Agriculture and Natural Resources Michigan State University  East Lansing MI USA
School of Design Shanghai Jiao Tong University  Shanghai China
raw_author_name: Xiaona Guo
raw_affiliation_strings: School of Design Shanghai Jiao Tong University  Shanghai China
raw_author_name: Fei Meng
raw_affiliation_strings: School of Surveying and Geo‐Informatics Shandong Jianzhu University  Jinan China
A zero-shot anomaly detection network with patch-augmented prompts and test-time adaptation
Year: 2025
Type: article
Language: en
Topic: Anomaly Detection Techniques and Applications
Authors and affiliations:
raw_author_name: Hegui Zhu
raw_affiliation_strings: College of Sciences, Northeastern University, Shenyang 110819, China
Foshan Graduate School of Innovation, Northeastern University, Foshan, 528311, China
raw_author_name: Chunmeng Zhao
raw_affiliation_strings: College of Sciences, Northeastern University, Shenyang 110819, China
raw_author_name: Yuan Yuan
raw_affiliation_strings: College of Sciences, Northeastern University, Shenyang 110819, China
raw_author_name: Meiling Liu
raw_affiliation_strings: College of Sciences, Northeastern University, Shenyang 110819, China
Assessment of Stability and Adaptability of Wheat–Wheatgrass Hybrids Using AMMI Models
Year: 2025
Type: article
Language: en
Topic: Wheat and Barley Genetics and Pathology
Authors and affiliations:
raw_author_name: Olga Shchuklina
raw_affiliation_strings: N.V. Tsitsin Main Botanical Garden of Russian Academy of Sciences, 127276 Moscow, Russia
raw_author_name: Tatiana Aniskina
raw_affiliation_strings: N.V. Tsitsin Main Botanical Garden of Russian Academy of Sciences, 127276 Moscow, Russia
raw_author_name: Anna Shirokova
raw_affiliation_strings: Federal State Budgetary Scientific Institution “Federal Scientific Vegetable Center” (FSBSI FSVC), Selektsionnaya Str. 14, VNIISSOK Village, 143072 Moscow, Russia
raw_author_name: Danila Shchelkanov
raw_affiliation_strings: N.V. Tsitsin Main Botanical Garden of Russian Academy of Sciences, 127276 Moscow, Russia
raw_author_name: Ekaterina Baranova
raw_affiliation_strings: All-Russia Research Institute of Agricultural Biotechnology, Timiryazevskaya 42, 127550 Moscow, Russia
N.V. Tsitsin Main Botanical Garden of Russian Academy of Sciences, 127276 Moscow, Russia
Hypercube minor-universality
Year: 2025
Type: article
Language: en
Topic: Advanced Graph Theory Research
Authors and affiliations:
raw_author_name: Itai Benjamini
raw_affiliation_strings: The Weizmann Institute of Science, Israel
raw_author_name: Or Bernard Kalifa
raw_affiliation_strings: The Weizmann Institute of Science, Israel
raw_author_name: Elad Tzalik
raw_affiliation_strings: The Weizmann Institute of Science, Israel
Optimization of productivity and photocatalytic performance of carbon nitride for H2O2 production with the help of nanobubbles
Year: 2025
Type: article
Language: en
Topic: Advanced Photocatalysis Techniques
Authors and affiliations:
raw_author_name: Xueling Li
raw_affiliation_strings: School of Materials and Chemical Engineering, Hubei University of Technology, Wuhan 430068, China
raw_author_name: Xingru Chen
raw_affiliation_strings: School of Materials and Chemical Engineering, Hubei University of Technology, Wuhan 430068, China
raw_author_name: Naixin Kang
raw_affiliation_strings: School of Materials and Chemical Engineering, Hubei University of Technology, Wuhan 430068, China
raw_author_name: Longhui Nie
raw_affiliation_strings: School of Materials and Chemical Engineering, Hubei University of Technology, Wuhan 430068, China
raw_author_name: Shaowen Cao
raw_affiliation_strings: State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, Hubei 430070, China
Noninvasive MGMT-promotor methylation prediction in high grade gliomas using conventional MRI and deep learning-based segmentations
Year: 2025
Type: article
Language: en
Topic: Glioma Diagnosis and Treatment
Authors and affiliations:
raw_author_name: Edin Zahirovic
raw_affiliation_strings: Division of Radiology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
raw_author_name: Tim Salomonsson
raw_affiliation_strings: Division of Radiology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
raw_author_name: Malte Knutsson
raw_affiliation_strings: Division of Radiology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
raw_author_name: Xavier Saenz Sarda
raw_affiliation_strings: Division of Pathology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
raw_author_name: Jimmy Lätt
raw_affiliation_strings: Department of Medical Imaging and Physiology, Skåne University Hospital, Lund, Sweden
raw_author_name: Sara Kinhult
raw_affiliation_strings: Department of Clinical Sciences, Division of Oncology, Lund University, Lund, Sweden
raw_author_name: Mattias Belting
raw_affiliation_strings: Department of Clinical Sciences, Division of Oncology, Lund University, Lund, Sweden
raw_author_name: Anna Rydelius
raw_affiliation_strings: Division of Neurology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
raw_author_name: Johan Bengzon
raw_affiliation_strings: Kamprad Laboratory, Division of Neurosurgery, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
raw_author_name: Linda Knutsson
raw_affiliation_strings: Department of Medical Radiation Physics, Lund University, Lund, Sweden
Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
raw_author_name: Pia C. Sundgren
raw_affiliation_strings: Department of Medical Imaging and Physiology, Skåne University Hospital, Lund, Sweden
Division of Radiology, Department of Clinical Sciences, Skåne University Hospital, Lund University, Lund, Sweden
Lund University Bioimaging Center (LBIC), Lund University, Lund, Sweden
LFC- <i>plus</i> : simultaneous multicolour volume cytometry for high-throughput single-cell analysis
Year: 2025
Type: article
Language: en
Topic: Single-cell and spatial transcriptomics
Authors and affiliations:
raw_author_name: Zhi Ling
raw_affiliation_strings: George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
Laboratory for Systems Biophotonics, Georgia Institute of Technology, Atlanta, GA, USA
Parker H. Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
raw_author_name: Wenhao Liu
raw_affiliation_strings: Laboratory for Systems Biophotonics, Georgia Institute of Technology, Atlanta, GA, USA
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
raw_author_name: Kyungduck Yoon
raw_affiliation_strings: George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA
Laboratory for Systems Biophotonics, Georgia Institute of Technology, Atlanta, GA, USA
Parker H. Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
raw_author_name: Zijun Gao
raw_affiliation_strings: Laboratory for Systems Biophotonics, Georgia Institute of Technology, Atlanta, GA, USA
Parker H. Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
School of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, GA, USA
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
raw_author_name: Keyi Han
raw_affiliation_strings: Laboratory for Systems Biophotonics, Georgia Institute of Technology, Atlanta, GA, USA
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
raw_author_name: Mithila Sawant
raw_affiliation_strings: Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA, USA
Winship Cancer Institute, Emory University, Atlanta, GA, USA
raw_author_name: Aparna Kesarwala
raw_affiliation_strings: Department of Radiation Oncology, Emory University School of Medicine, Atlanta, GA, USA
Winship Cancer Institute, Emory University, Atlanta, GA, USA
raw_author_name: Shu Jia
raw_affiliation_strings: Laboratory for Systems Biophotonics, Georgia Institute of Technology, Atlanta, GA, USA
Parker H. Petit Institute for Bioengineering and Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
Winship Cancer Institute, Emory University, Atlanta, GA, USA
Object-Based Random Forest Approach for High-Resolution Mapping of Urban Green Space Dynamics in a University Campus
Year: 2025
Type: article
Language: en
Topic: Urban Green Space and Health
Authors and affiliations:
raw_author_name: Bakhrul Midad
raw_affiliation_strings: Department of Geophysics, Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran, Jl. Ir. Soekarno Km 21, Sumedang 45363, West Java, Indonesia
raw_author_name: Rahmihafiza Hanafi
raw_affiliation_strings: Campus Safety and Security Center, Universitas Padjadjaran, Jl. Ir. Soekarno Km 21, Sumedang 45363, West Java, Indonesia
raw_author_name: Muhammad Aufaristama
raw_affiliation_strings: Department of Geosciences, United Arab Emirates University, Al Ain 15551, United Arab Emirates
raw_author_name: Irwan Ary Dharmawan
raw_affiliation_strings: Campus Safety and Security Center, Universitas Padjadjaran, Jl. Ir. Soekarno Km 21, Sumedang 45363, West Java, Indonesia
Department of Geophysics, Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran, Jl. Ir. Soekarno Km 21, Sumedang 45363, West Java, Indonesia
Food-derived antioxidant peptides mediated multifunctional bioactivities and bioavailability-enhancing delivery strategies via the Nrf2/Keap1 signaling pathway
Year: 2025
Type: article
Language: en
Topic: Protein Hydrolysis and Bioactive Peptides
Authors and affiliations:
raw_author_name: Wei Zhang
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China
raw_author_name: Shengbing Hu
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China
raw_author_name: Haiyan Tang
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China
raw_author_name: FeiFei Zhong
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China; Changsha Institute for Food and Drug Control, Changsha 410016, Hunan, China
raw_author_name: QinLu Lin
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China
raw_author_name: Wen Li
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China. Electronic address: T20202532@csuft.edu.cn
raw_author_name: Jing Deng
raw_affiliation_strings: National Engineering Research Center of Rice and Byproduct Deep Processing, College of Food Science and Engineering, Central South University of Forestry and Technology, Changsha 410004, Hunan, China. Electronic address: T20202509@csuft.edu.cn
ERL-ER-FedHG: Evolutionary reinforcement learning with experience replay for federated heterogeneous graphs
Year: 2025
Type: article
Language: en
Topic: Advanced Graph Neural Networks
Authors and affiliations:
raw_author_name: Jin Yu
raw_affiliation_strings: Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, 100876, China
raw_author_name: Junping Du
raw_affiliation_strings: Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, 100876, China
raw_author_name: Zhe Xue
raw_affiliation_strings: Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, 100876, China
raw_author_name: Meiyu Liang
raw_affiliation_strings: Beijing Key Laboratory of Intelligent Telecommunication Software and Multimedia, School of Computer Science, Beijing University of Posts and Telecommunications, Beijing, 100876, China
Fabrication of SnS2/biochar composite with enhanced visible-light photocatalytic degradation of tetracycline and simultaneous electrochemical detection of Pb2+and Hg2+
Year: 2025
Type: article
Language: en
Topic: Advanced Photocatalysis Techniques
Authors and affiliations:
raw_author_name: Taharh Zelai
raw_affiliation_strings: Department of Physical Sciences, Physics Division, College of Science, Jazan University, P.O. Box 114, Jazan 45142, Saudi Arabia
Assessment of γ″ precipitate variant selection in IN718 via selected area electron diffraction
Year: 2025
Type: article
Language: en
Topic: High Temperature Alloys and Creep
Authors and affiliations:
raw_author_name: Fangchen Liu
raw_affiliation_strings: Sino-French Institute of Nuclear Engineering and Technology, Sun Yat-Sen University, Zhuhai 519082, China
raw_author_name: Jin Huang
raw_affiliation_strings: Gaona Aero Material Co., Ltd., Beijing 100081, China
raw_author_name: Guohua Xu
raw_affiliation_strings: Gaona Aero Material Co., Ltd., Beijing 100081, China
raw_author_name: Yang Liu
raw_affiliation_strings: School of Materials Science and Engineering, Northeastern University, Shenyang 110819, China
raw_author_name: Lei Wang
raw_affiliation_strings: School of Materials Science and Engineering, Northeastern University, Shenyang 110819, China
raw_author_name: Fanqiang Meng
raw_affiliation_strings: CNPRI-SYSU Joint Research Center for Coolant Chemistry of Nuclear Reactor, Zhuhai 519082. China
Sino-French Institute of Nuclear Engineering and Technology, Sun Yat-Sen University, Zhuhai 519082, China
Mixed phenotype acute leukemia, the dissection of an enigmatic disease in the era of novel therapies
Year: 2025
Type: article
Language: en
Topic: Acute Myeloid Leukemia Research
Authors and affiliations:
raw_author_name: Magdalena Karasek
raw_affiliation_strings: Clinical Department of Hematology, Cell Therapies and Internal Diseases, Wroclaw Medical University, Wroclaw, Poland
raw_author_name: Izabela Kubiszewska
raw_affiliation_strings: Department of Immunology, Nicolaus Copernicus University in Torun, Collegium Medicum in Bydgoszcz, Bydgoszcz, Poland
Department of Laboratory Diagnostics, Jan Biziel University Hospital No. 2 in Bydgoszcz, Bydgoszcz, Poland
raw_author_name: Marta Sobas
raw_affiliation_strings: Department of Hematology, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University in Toruń, Bydgoszcz, Poland
Leveraging HR Analytics for Financial Performance: The Mediating Role of Data-Driven Decision Making
Year: 2025
Type: article
Topic: AI and HR Technologies
Authors and affiliations:
raw_author_name: Soban Ali
raw_affiliation_strings: Capital University of Science and Technology Islamabad
raw_author_name: Shahzad Ahmed
raw_affiliation_strings: Additional Deputy Director Accounts, Office of Finance Directorate IESCO, IESCO Head Office Street 40,g-7/4, Islamabad
raw_author_name: Naheed Iqbal
raw_affiliation_strings: Additional Deputy Director MM, Regional Store IESCO Rawalpindi
raw_author_name: Ghulam Mustafa
raw_affiliation_strings: Assistant Director, Project Director Construction IESCO Islamabad
raw_author_name: Muhammad Sajid Hanif
raw_affiliation_strings: Executive Engineer (E), IESCO Rawalpindi Cantt