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 in 
https://doi.org/10.12688/f1000research.173006.2
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Revised
Sulfated Exopolysaccharides from Porphyridium purpureum: A Review of Extraction, Structural Characterization, and Chemical Properties for Advanced Applications
[version 2; peer review: 2 approved]
Devi Maulina, Abdul Mun’im, Asep Bayu, Heri Setiawan, Najihah Mohd Hashim
Peer Reviewers Mayra Alejandra López-Ortega; Wassim Guermazi
  • Funder
  • PUTI RA Q1 research grant Universitas Indonesia
LATEST VERSION PUBLISHED 23 Jan 2026
https://doi.org/10.12688/f1000research.176354.1
Research Article metrics
Solar Irradiation Forecasting Using Genetic Algorithms
[version 1; peer review: 2 approved with reservations]
Vinodhkumar Gunasekaran, KIRAN KUMAR KOVI, SETHAN ARJA, RAGHUVEER CHIMATA, Ilamathi Elango, Arunkumar Parthasarathy
Peer Reviewers Ashif Mohammad; Asadul Islam Shimul
PUBLISHED 06 Jan 2026
https://doi.org/10.12688/f1000research.167325.2
Research Article metrics
Revised
Moderate regulations are optimal for HOs' program expense allocations: Findings from the combination of mechanism design and k-means clustering
[version 2; peer review: 1 approved]
Fuminobu Mizutani, Yuko Uehara
Peer Reviewers Nurul Hidayana Mohd Noor
  • Funder
  • Air Force Office of Scientific Research
LATEST VERSION PUBLISHED 31 Dec 2025
https://doi.org/10.12688/f1000research.174118.1
Research Article metrics
Pathophysiology and Biomarkers in Rheumatoid Arthritis Patients: Immunological and Erythrocyte Sedimentation Rate Alterations
[version 1; peer review: 1 approved]
Mohammed Y.I. Al-Hamadani, Hussain Abdalwahab Bdewi, Ashjan Mohammed Hussein, Anwar Khalil Ismael, Leqaa M Aziz, Mokhtar I Yousef
Peer Reviewers Ali Mohammed Abed
PUBLISHED 26 Dec 2025
https://doi.org/10.12688/f1000research.172333.1
Research Article metrics
An Iterative Approach for Solving Fractional Differential Equations Using the α-Generalized Daftardar–Jafari Method
[version 1; peer review: 2 approved]
Sahib Abdulkadhim Sachit, Hassan Kamil Jassim
Peer Reviewers Peter Olatunji; Mohamed Abdelsabour Fahmy
PUBLISHED 23 Dec 2025
https://doi.org/10.12688/f1000research.173734.1
Research Article metrics
Employing Fixed-Point Theory for Fuzzy Regression Analysis: Methodology and Empirical Application
[version 1; peer review: 1 approved, 1 approved with reservations]
Naeem Malik Jasim, Mushtaq K. Abdalrahem
Peer Reviewers Vahid Shafaie; Areej Tawfeeq Hameed
PUBLISHED 23 Dec 2025
https://doi.org/10.12688/f1000research.173842.1
Research Article metrics
Clinical Risk Factors and Antimicrobial Resistance Patterns of Multidrug Resistant Enterobacter cloacae Isolates from Hospitalized Patients.
[version 1; peer review: 1 approved with reservations]
Sarah Ahmed Hasan, Ali Hasan Mohamed, Gulbahar F. Karim
Peer Reviewers Alberto Pintor-Cora
PUBLISHED 22 Dec 2025
https://doi.org/10.12688/f1000research.173116.1
Opinion Article metrics
Strengthening bioinformatics education: e-learning initiatives across ELIXIR Nodes and Communities
[version 1; peer review: 2 approved, 2 approved with reservations]
Monique Zahn-Zabala, Minna Ahokas, Bérénice Batut, Sebastian Beier, Alexander Botzki, Alexia Cardona, Kristina Gruden, Eija Korpelainen, Maria Lehtivaara, Brane Leskosek, Bogdan Mirăuță, Ajay Mishra, Cyril Pommier, Krzysztof Poterlowicz, Helena Rasche, Olivier Sand, Rob Waterhouse, Samantha Wittke, Cătălina Zenoaga-Barbăroșie, Mihail Anton, Daniel Wibberg
Peer Reviewers Michelle D. Brazas; Ming Chen; Gangqing Hu; Anna-Sophie Fiston-Lavier
PUBLISHED 22 Dec 2025
https://doi.org/10.12688/f1000research.166387.2
Case Study metrics
Revised
Enhancing Efficiency in Multi-Stage Pharmaceutical Manufacturing: A Process-Based Network DEA Approach
[version 2; peer review: 3 approved, 1 approved with reservations, 1 not approved]
Syarifa Hanoum, Mahmood Shubbak
Peer Reviewers pravin Ullagaddi; Kassu Jilcha; Rashed Ahmed; Dr. Santhosh Illendula; Hayder Mohammed Issa
  • Funder
  • Department of Business Management, Institut Teknologi Sepuluh Nopember, Surabaya, Indonesia
LATEST VERSION PUBLISHED 04 Dec 2025
https://doi.org/10.12688/f1000research.172017.1
Review metrics
Possible security threats coming from IOT medicine sensor calibration process
[version 1; peer review: 1 approved with reservations]
Laimonas Kairiukstis, Kamilė Kairiūkštytė, Edvinas Norvilas
Peer Reviewers David M. Cook
  • Funder
  • Lietuvos Inžinerijos Kolegija Higher Education Institution
PUBLISHED 27 Nov 2025
https://doi.org/10.12688/f1000research.172683.1
Brief Report metrics
THC vape use patterns and device features: Observations from user-posted videos
[version 1; peer review: 1 not approved]
Layla Shihadeh, Hadi Fares, Mario El Hourani
Peer Reviewers Valeria lallai
PUBLISHED 27 Nov 2025
https://doi.org/10.12688/f1000research.172790.1
Research Article metrics
Dynamic Programming for Optimal Maintenance of Systems with Degradation and Traumatic Event Failures
[version 1; peer review: 1 approved]
khamiss cheikh, EL Mostapha Boudi, Rabi Rabi, Hamza Mokhliss
Peer Reviewers Li Yang
PUBLISHED 26 Nov 2025
https://doi.org/10.12688/f1000research.171946.1
Research Article metrics AWAITING PEER REVIEW
Developing a Systemic Framework to Reduce the Bullwhip Effect in the Construction Industry: Empirical Insights and Practical Implications
[version 1; peer review: awaiting peer review]
Hesham Almomani, Abdallah AlAlawin, Osama Al Meanazel, Mazin Obaidat
Peer Reviewers Invited
PUBLISHED 21 Nov 2025
https://doi.org/10.12688/f1000research.171563.1
Research Article metrics
Values Deduced to Apply the Pavement Condition Index Methodology to Ecuador
[version 1; peer review: 1 approved, 1 not approved]
JESSICA BRITO, Alexis Andrade, Villacrés Edison, Carolina Merino, Roberto Vallejo
Peer Reviewers Jesner Sereni Ildefonso; Samuel Labi
PUBLISHED 18 Nov 2025
https://doi.org/10.12688/f1000research.168305.1
Software Tool Article metrics
ggEDA: Visualisations for exploratory data analysis using tiled one-dimensional graphics and parallel coordinate plots
[version 1; peer review: 2 approved]
Sam El-Kamand, Julian M.W. Quinn, Mark J. Cowley
Peer Reviewers Valeria Velásquez-Zapata; Maria Cristina Ferreira de Oliveira
  • Funders
  • Cancer Australia
  • Australian Medical Research Future Fund (MRFF Emerging Priorities and Consumer-Driven Research Initiative)
  • Luminesce Alliance – Innovation for Children’s Health
  • My Room Children’s Cancer Charity
PUBLISHED 13 Nov 2025
https://doi.org/10.12688/f1000research.170106.1
Research Article metrics
Aerodynamic Performance Enhancement of Crm Nacelle Under Transonic Flow: A Comprehensive Cfd-based Optimization Approach
[version 1; peer review: 1 approved with reservations]
J K Ajay Kumar, Sudheendra Prabhu K, A S Veerendra, Sudhir Shastry Y B, Srinivas G
Peer Reviewers Andrew Ragai Henry Rigit
PUBLISHED 10 Nov 2025
https://doi.org/10.12688/f1000research.164633.3
Research Article metrics
Revised
Solar-powered motion sensor for farm monitoring and surveillance: a solar-powered assisted process
[version 3; peer review: 4 approved with reservations]
Foziah Gazzawe, Marwan Albahar
Peer Reviewers Roshahliza M. Ramli; G. Radhika Deshmukh; Gangu Dharmaraju; K Kamakshi Priya
  • Funder
  • Umm Al-Qura University
LATEST VERSION PUBLISHED 04 Nov 2025
https://doi.org/10.12688/f1000research.169545.1
Software Tool Article metrics AWAITING PEER REVIEW
AIr - Artificial Intelligence Risk of bias tool (AIr)
[version 1; peer review: awaiting peer review]
Hannah Glatzel, Solange Bramer, Katie Malone, Ranu Baral, Muhammad Hamza Shah, Sakshi Roy, Arjun Ahluwalia, Kirshun Suvendiran, Joanne Lac, Girishkumar Sivakumar, YuZhi Phuah, Lily Snell, Karish Thavabalan, Carmen Lucia Garcia Pérez, Reubeen Ahmad, Niraj S Kumar, Mahmood Ahmad
Peer Reviewers Invited
PUBLISHED 03 Nov 2025
https://doi.org/10.12688/f1000research.169127.2
Research Article metrics
Revised
Development of predictive and evaluation models for the retro reflectivity performance of pavement lane markings
[version 2; peer review: 2 approved]
Dowan Kim
Peer Reviewers Zhihao Xu; Dario Babic
  • Funder
  • No funding was received.
LATEST VERSION PUBLISHED 06 Oct 2025
https://doi.org/10.12688/f1000research.168610.1
Research Article metrics
Advanced Optimized Adaptive Differential Conductance (AOADC)  Algorithm for Robust Maximum-Power-Point Tracking of Photovoltaic Modules under Variable Irradiance and Temperature
[version 1; peer review: 1 approved with reservations]
Val Hyginus Udoka Eze, Chidinma Esther Eze, George Uwadiegwu Alaneme, Awafung Emmanuel Adie
Peer Reviewers Raseswari Pradhan
  • Funder
  • This research has no grant or funding body
PUBLISHED 29 Sep 2025
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