João Felipe C L Costa | Engineering | Best Research Article Award

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Prof. João Felipe C L Costa | Engineering | Best Research Article Award

Professor at Federal University of Rio Grande do Sul, Brazil

Dr. João Felipe Costa 🎓 is a distinguished Professor of Mining Engineering at the Federal University of Rio Grande do Sul, Brazil, with over four decades of expertise in geostatistics, mineral exploration, and mine planning ⛏️. He holds a PhD in Geostatistics from the University of Queensland and has published 300+ peer-reviewed papers 📚. A respected mentor, he has guided over 110 theses and dissertations and received multiple teaching accolades, including the prestigious John Cedric Griffiths Teaching Award 🏅. As head of the mineral exploration lab for 30+ years and an active member of leading international mining societies 🌍, Dr. Costa has led significant resource estimation projects globally, especially in phosphate deposit modeling. His career exemplifies academic excellence, innovation, and impactful contributions to mining sciences and education 🔍.

Professional Profile

🎓 Education

Dr. João Felipe Costa earned his BSc (1983) and MSc (1992) in Mining Engineering from the Federal University of Rio Grande do Sul 🇧🇷, where he currently serves as Professor. He advanced his academic journey by earning a PhD in Geostatistics from the University of Queensland, Australia 🇦🇺 in 1997. His education bridges deep technical knowledge with applied innovation, particularly in geological modeling and statistical data analysis 📊. His foundation in mining engineering and specialization in geostatistics has positioned him as an expert in both practical and academic settings. Dr. Costa’s education reflects a strong commitment to continuous learning and excellence in the evolving field of mineral resources and spatial data science 🧠.

💼 Professional Experience

Dr. Costa began his career as a mining engineer at a major coal operation in southern Brazil, where he optimized unit operations using early computer applications in the 1980s 🖥️⛏️. He joined the Federal University of Rio Grande do Sul in 1986 and has served as a Professor in the Mining Engineering Department ever since. His professional journey includes roles as Department Head, research lab coordinator, and consultant on numerous mineral resource evaluation projects 🌐. With over 30 years of teaching and field experience, he has balanced academic leadership with applied industrial insight, making significant contributions to both sectors. His dedication to education, project execution, and resource modeling showcases his deep engagement with both theory and practice ⚙️📘.

🔬 Research Interest

Dr. João Felipe Costa’s core research interests lie in geostatistics, mineral resource estimation, mine planning, and phosphate deposit modeling 📈. He is especially known for developing robust techniques for spatial data analysis, resource classification, and geological uncertainty evaluation. His work extends to a variety of geological settings, including sedimentary and carbonatite phosphate formations in Brazil and Peru 🌍. Passionate about data-driven solutions, his research integrates statistical modeling with software tools to improve decision-making in exploration and mining processes 💡. As a leading voice in mathematical geosciences, Dr. Costa’s interdisciplinary research not only enhances mining efficiency but also supports sustainable resource management 🔎🧭.

🏅 Awards and Honors

Dr. Costa has been honored multiple times throughout his career. Most notably, he received the John Cedric Griffiths Teaching Award in 2014 from the International Association for Mathematical Geosciences, recognizing his excellence in geoscience education 🎖️. He has also been named Distinguished Professor by graduating classes over the past 20 years, reflecting his lasting impact on student learning 👨‍🏫. As an esteemed member of professional societies like AusIMM, IAMG, SME (USA), and SAIMM (South Africa), his global contributions have earned widespread recognition 🌐. His leadership in Brazil’s mineral resources committee further reinforces his influence in shaping mining policy and academic standards 🏆.

🛠️ Research Skills

Dr. Costa possesses advanced research skills in geostatistical modeling, orebody evaluation, spatial data interpretation, and mineral resource classification 🔍. He is proficient in using industry-relevant software for data simulation, variography, and risk assessment 🖥️📊. His methodological rigor is evident in over 300 peer-reviewed publications and advisory roles in complex exploration projects worldwide 🌎. As the head of a leading mine planning lab for three decades, he has cultivated a dynamic research environment integrating computational tools with field data. His skills also include thesis supervision, technical writing, and collaborative research management, making him a versatile and highly capable scientific contributor 🔧📘.

Publications Top Note 📝

Title: Localized conditional simulation to integrate production data in grade control models
Authors: R. L. Silva, J. F. C. L. Costa, D. M. Marques
Year: 2021
Source: Computers & Geosciences
Citation: Computers & Geosciences, Vol. 150, 104722

Title: Uncertainty in the modeling of lateritic nickel ores by multiple indicator kriging
Authors: A. L. F. Duarte, J. F. C. L. Costa
Year: 2016
Source: Ore Geology Reviews
Citation: Ore Geology Reviews 73, 223–233

Title: Conditional simulation of iron ore deposit grades using co-simulation with proportional correction
Authors: J. F. C. L. Costa, R. H. Rubio, D. M. Marques
Year: 2018
Source: Revista Escola de Minas
Citation: Rev. Esc. Minas 71(4), 531–538

Title: Application of indicator kriging to define cutoff grades for iron ore
Authors: J. F. C. L. Costa, D. M. Marques
Year: 2013
Source: Revista Escola de Minas
Citation: Rev. Esc. Minas 66(1), 37–43

Title: Geostatistical conditional simulation to define grade control strategy for a bauxite mine
Authors: D. M. Marques, J. F. C. L. Costa
Year: 2015
Source: J. South African Institute of Mining and Metallurgy
Citation: J. SAIMM 115(6), 533–540

Title: Geostatistical simulation of mineral grades using multiple-point statistics
Authors: F. G. da Silva, J. F. C. L. Costa
Year: 2016
Source: Computers & Geosciences
Citation: Computers & Geosciences 94, 1–12

Title: Simulation of grade control based on inverse distance weighting
Authors: D. M. Marques, J. F. C. L. Costa
Year: 2018
Source: Revista Escola de Minas
Citation: Rev. Esc. Minas 71(1), 123–129

Title: Geostatistical modeling in lateritic nickel ore: A comparative study between ordinary kriging and indicator kriging
Authors: A. L. F. Duarte, J. F. C. L. Costa
Year: 2015
Source: Natural Resources Research
Citation: Nat. Resour. Res. 24(2), 213–225

Title: Use of stochastic simulation to support mining strategy selection
Authors: D. M. Marques, J. F. C. L. Costa
Year: 2016
Source: Journal of the Southern African Institute of Mining and Metallurgy
Citation: J. SAIMM 116(7), 669–676

Title: Comparison of multivariate conditional simulation techniques for iron ore grade modeling
Authors: R. H. Rubio, J. F. C. L. Costa
Year: 2017
Source: Computers & Geosciences
Citation: Computers & Geosciences 101, 1–12

✅ Conclusion

Dr. João Felipe Costa is a world-class academic and professional in mining engineering and geostatistics, blending education, research, and leadership with remarkable consistency 🌟. His impact spans over 40 years of scholarly excellence, with hundreds of publications, international collaborations, and influential teaching. A mentor, innovator, and geoscience leader, he continues to shape the future of mineral exploration and resource evaluation 🔬🧭. With his global recognition, research depth, and technical command, Dr. Costa stands as a compelling candidate for top honors in scientific research and academic excellence 🎓🏅.

Shima Sadaf | Engineering | Excellence in Research Award

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Assist. Prof. Dr. Shima Sadaf | Engineering | Excellence in Research Award |

Assistant Professor at King Faisal University, Saudi Arabia.

Dr. Shima Sadaf 🎓 is an accomplished Assistant Professor of Electrical Engineering at King Faisal University, with a Ph.D. (Distinction & Gold Medal) from Qatar University. Her impactful research spans digital twins, AI-driven power electronics ⚡, micro/nano-grids, and sustainable energy solutions 🌱. With 31 publications, two patents—including a US patent—and multiple awards 🏆 such as the LEWAS 2024 Academic Achievement Award, she demonstrates innovation and leadership. Her industry experience with Hyundai and ETA enriches her applied research. A dedicated mentor, active reviewer for top IEEE journals 📚, and certified LEED AP BD+C and PMP® professional, Dr. Sadaf combines advanced research with practical solutions for modern power systems. Her work continues to bridge academia, industry, and sustainability, driving real-world impact and inspiring future engineers.

Professional Profile

Google Scholar

Orcid Profile

📚 Education

Dr. Shima Sadaf holds a Ph.D. in Electrical Engineering 🎓 with Distinction and a Gold Medal from Qatar University (2022), specializing in power electronics and nanogrid applications. She earned her M.Tech with Honors in Power Systems & Drives (2007) and B.Tech in Electrical Engineering (2004) from Aligarh Muslim University, India. Her strong academic foundation blends advanced theory, practical design, and cutting-edge technologies ⚡. Her thesis focused on high-gain DC-DC converters for nanogrids, laying a robust base for sustainable energy research. Committed to continuous learning, she has also achieved professional certifications like LEED AP BD+C and PMP® 🏅, enhancing her expertise in sustainable design and project management. Dr. Sadaf’s educational journey reflects a balance of academic rigor, innovation, and practical relevance.

💼 Professional Experience

Dr. Shima Sadaf’s career integrates academia and industry seamlessly. Currently an Assistant Professor 👩‍🏫 at King Faisal University, she actively develops curricula, mentors students, leads accreditation processes, and designs innovative programs in electrical engineering. Previously, she served as a Graduate Teaching Research Assistant at Qatar University, contributing significantly to teaching and laboratory innovation. Before academia, Dr. Sadaf spent nearly a decade in industry 🏗️ as an Electrical Design Engineer with Hyundai Engineering & Construction and ETA M&E, delivering complex, multimillion-dollar projects like the iconic National Museum of Qatar. Her diverse roles included technical design, project coordination, stakeholder engagement, and mentoring junior engineers. This rich blend of industry and academic experience empowers her to deliver research with strong practical impact and relevance ⚙️.

🔬 Research Interest

Dr. Shima Sadaf’s research focuses on shaping the future of sustainable and intelligent power systems. Her work explores digital twins and AI for converter design 🤖, cybersecurity for power electronics, smart grids, integrated micro/nano-grids, and renewable energy for net-zero goals 🌍. She is especially known for AI-driven design optimization of high-gain DC-DC converters and advanced electric vehicle charging systems 🚗⚡. Her interdisciplinary approach integrates power electronics, machine learning, and grid modernization, addressing urgent global challenges like clean energy, resilient infrastructure, and energy efficiency. With a vision to bridge theory and application, Dr. Sadaf’s research not only advances academic knowledge but also provides scalable solutions for the energy transition, industry innovation, and smarter cities of tomorrow 🔋🏙️.

🏆 Awards and Honors

Dr. Shima Sadaf’s dedication and impact are recognized with prestigious awards 🥇. She received the “Academic Achievement – University Professor Award_LEWAS 2024” for her outstanding contributions to engineering education and research. She also earned the “Best Researcher Award” and “Outstanding Leadership Award” for her influence in innovative research and academic leadership 👏. Her doctoral distinction, recognized with a Gold Medal and a special honor by the Amir of Qatar’s wife, underscores her academic excellence. Additional accolades include the “Women Researcher Award” by ScienceFather and multiple best paper awards at top conferences 📜. These honors reflect not only her scholarly productivity but her commitment to inspiring women in STEM and driving real-world solutions through impactful research.

🧩 Research Skills

Dr. Shima Sadaf combines deep theoretical expertise with practical skills across modern tools and methodologies 🔍. She is proficient in MATLAB/Simulink, PowerWorld Simulator, FPGA with system generator, Arduino IDE, Multisim, and PCB design tools 🖥️. Her robust skill set supports complex modeling, simulation, and implementation of high-gain DC-DC converters, smart grids, and AI-based power systems. She holds two patents, including a US patent, evidencing her innovation in practical technologies ⚡. As a reviewer for IEEE Transactions, IET Power Electronics, and other top journals, she upholds high standards in scientific rigor 📚. Her leadership in workshops and expert talks further highlights her ability to transfer knowledge and inspire emerging researchers and engineers 🌟.

Publications Top Note 📝

Title: ON/OFF Switchable Smart Poly(N‐isopropylacrylamide) Based Hybrid Nanocatalyst for the Response Surface Methodology Based Catalytic Reduction of 2‐Nitroaniline
Authors: M. W. Alam, S. M. Usman, S. Naeem, N. Zaidi, Shima Sadaf, K. Naseem
Year: 2025
Source: ChemistrySelect
Citation: ChemistrySelect 10 (8), Feb. 2025, https://doi.org/10.1002/slct.202404485

Title: Multifunctional ZrO₂/NiO/RGO Ternary Nanocomposites for Degradation of Organic Pollutants, H₂ Production and Antioxidant Property
Authors: S. R. Bavaji, A. Jafar Ahamed, M. W. Alam, G. M. Alsulaim, S. Sadaf
Year: 2025
Source: Journal of Inorganic and Organometallic Polymers and Materials
Citation: Journal of Inorganic and Organometallic Polymers and Materials, Jan. 2025, https://doi.org/10.1007/s10904-025-03630-w

Title: Insight into NaSiCl₃: A Lead-Free Perovskite for the Next Generation Revealed by DFT and SCAPS-1D
Authors: S. Rabhi, et al.
Year: 2025
Source: Physical Chemistry Chemical Physics
Citation: Physical Chemistry Chemical Physics, Jan. 2025, https://doi.org/10.1039/d5cp01747e

Title: Improved Ni₃V₂O₈ Supercapacitive Performance via Urea-Driven Morphological Alteration
Authors: M. W. Alam, et al.
Year: 2025
Source: Ceramics International
Citation: Ceramics International 51 (10), 13430–13442, Jan. 2025, https://doi.org/10.1016/j.ceramint.2025.01.187

Title: Enhanced UV Photodetector Based on WO₃/SnO₂ Heterostructure Nanowire
Authors: M. W. Alam, I. Ao, S. Sadaf, E. R. Singh
Year: 2024
Source: Applied Physics A
Citation: Applied Physics A 131 (1), Dec. 2024, https://doi.org/10.1007/s00339-024-08177-0

Title: Bio-Genic Synthesis of Nitrogen-Doped Carbon Nanodots (NDCNDs) Using Aristolochia bractealata for MO Catalytic Activity and Security Ink
Authors: M. W. Alam, et al.
Year: 2024
Source: Waste and Biomass Valorization
Citation: Waste and Biomass Valorization, Dec. 2024, https://doi.org/10.1007/s12649-024-02859-9

Title: Hydrothermal Synthesis of rGO-Decorated NiMn₂O₄ Nanoneedles for High-Performance Positive Electrode in Asymmetric Supercapacitors
Authors: J. Jothi, M. Parthibavarman, K. L. Meghanathan, B. Souayeh, M. W. Alam, S. Sadaf
Year: 2024
Source: Diamond and Related Materials
Citation: Diamond and Related Materials 150, Nov. 2024, https://doi.org/10.1016/j.diamond.2024.111764

Title: Controlled Synthesis and Electrochemical Characterization of Co₃V₂O₈ Hexagonal Sheets for Energy Storage Applications
Authors: M. A. Yewale, D. K. Shin, M. W. Alam, A. M. Teli, S. Nabi, S. A. Ansari, S. Sadaf, A. A. AlKahtani
Year: 2024
Source: Colloids and Surfaces A: Physicochemical and Engineering Aspects
Citation: Colloids and Surfaces A, Aug. 2024, https://doi.org/10.1016/j.colsurfa.2024.135180

Title: Advancements in Green-Synthesized Transition Metal/Metal-Oxide Nanoparticles for Sustainable Wastewater Treatment
Authors: M. W. Alam, et al.
Year: 2024
Source: Materials Research Express
Citation: Materials Research Express 11 (10), Oct. 2024, https://doi.org/10.1088/2053-1591/ad86a4

Title: Bipolar Resistive Switching Behavior of Bilayer β-Ga₂O₃/WO₃ Thin Film Memristor Device
Authors: M. W. Alam, A. Jamir, B. Longkumer, B. Souayeh, S. Sadaf, B. Moirangthem
Year: 2024
Source: Journal of Alloys and Compounds
Citation: Journal of Alloys and Compounds 1010, Oct. 2024, https://doi.org/10.1016/j.jallcom.2024.177032

✅ Conclusion

In summary, Dr. Shima Sadaf is an outstanding researcher, educator, and innovator who exemplifies research excellence and impactful leadership ✨. Her career unites advanced technical expertise, high-quality publications 📑, patents, industry experience, and dedication to sustainability 🌱. Recognized globally for her contributions and leadership, she empowers the next generation of engineers through active mentorship, curriculum innovation, and outreach. With her strong interdisciplinary focus and commitment to solving real-world energy challenges ⚙️, Dr. Sadaf stands out as a role model in modern power electronics and sustainable energy systems. Her work continues to bridge academia, industry, and society, driving progress towards smarter, greener, and more resilient energy solutions for the future ⚡🌍.

 

Muhammad Shahzeb | Mechanical Engineering | Best Researcher Award

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Mr. Muhammad Shahzeb | Mechanical Engineering | Best Researcher Award

Master Degree Student at Sichuan University, Pakistan.

Mr. Muhammad Shahzeb is a mechanical engineer with expertise in structural design, mechanical failure analysis, and telecom infrastructure. He is currently pursuing an MS in Mechanical Engineering at Sichuan University, focusing on reliability analysis of silicon microstructures with multilayer thin films. With experience at Next Level Communications and China State Shipbuilding Corporation, he has worked on mechanical system design, integration, and performance optimization. His research interests lie in advanced materials, reliability engineering, and structural optimization for mechanical applications.

Publication Profile

Google Scholar

Educational Details

  • MS Mechanical Engineering (2022 – 2025) – Sichuan University, Chengdu, China
    • Thesis: Advanced Reliability Analysis of Fully Coated Silicon Microstructures with Multilayer Thin Films
  • BS Mechanical Engineering (2016 – 2020) – Jiangsu University of Science and Technology, Zhenjiang, China
    • Thesis: Structural Design of Cable Take-up Machine

Professional Experience

  • Mechanical Engineer, Next Level Communications (Pvt.) Limited (Jul 2020 – Jan 2023) – Islamabad, Pakistan

    • Designed and reviewed mechanical schematics for power systems and telecom infrastructure, ensuring multi-vendor equipment compatibility.
    • Led the installation and commissioning of mechanical components, improving system efficiency by 20%.
    • Conducted root cause analysis of mechanical failures, reducing downtime by 25%.
    • Worked with cross-functional teams to integrate mechanical systems into next-generation telecom networks.

  • Mechanical Engineer, China State Shipbuilding Corporation (CSSC) (Jun 2019 – Dec 2019) – Zhenjiang, China

    • Assisted in analyzing mechanical systems, conducting tests, and identifying areas for improvement.
    • Ensured safety and operational standards compliance through inspections and checks.
    • Conducted research on innovative mechanical engineering technologies and solutions.
    • Supported inspection, repair, and overhaul of mechanical systems in ships and facilities.

Research Interest

  • Reliability analysis of silicon microstructures with multilayer thin films
  • Structural design and optimization of mechanical systems
  • Mechanical failure analysis and maintenance strategies
  • Advanced materials and coatings for mechanical components

Top Noted Publication

  • Title: An Enhanced Gas Sensor Data Classification Method Using Principal Component Analysis and Synthetic Minority OverSampling Technique Algorithms
  • Authors: Zeng, X., Shahzeb, M., Cheng, X., Shen, Q., Xiao, H., Xia, C., Xia, Y., Huang, Y., Xu, J., & Wang, Z.
  • Year: 2024
  • Journal: Micromachines
  • Volume & Issue: 15(12), 1501
  • DOI: 10.3390/mi15121501

Conclusion

Muhammad Shahzeb is a promising researcher with a strong technical background, diverse professional experience, and a growing research profile. His contributions to gas sensor data classification, mechanical system optimization, and reliability analysis highlight his potential as a leading researcher in mechanical engineering.

While he has demonstrated excellence in applied research, mechanical system analysis, and cross-disciplinary innovation, further expansion in publication record, research funding, and academic collaboration would strengthen his case for a Best Researcher Award. With continued efforts in high-impact research and industry partnerships, he would be a strong contender for this recognition.

Margarida Soares | Engineering | Best Researcher Award

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Dr. Margarida Soares | Engineering | Best Researcher Award

Margarida Soares at CVR- CENTRO PARA A VALORIZAÇÃO DE RESÍDUOS, Portugal

Dr. Margarida Reis Soares is a multidisciplinary researcher specializing in the valorization of industrial and organic waste and the integration of circular economy principles. She holds a Master’s degree in Biological Engineering with a specialization in Technology in Chemical and Food Processing from the Universidade do Minho, Portugal. Currently, she serves as an investigator at the Fundação para a Ciência e a Tecnologia and the Centro para a Valorização de Resíduos (CVR). Over the years, Dr. Soares has contributed to numerous European Union-funded projects, addressing eco-innovation, green technologies, and sustainability. Her research emphasizes creating environmentally friendly solutions for waste recovery and fostering green growth in industries.

Publication Profile

Scopus

Orcid

Educational Details

Master’s Degree in Biological Engineering (Integrated Master’s Program)

  • Specialization: Technology in Chemical and Food Processing
  • Institution: Universidade do Minho, Portugal
  • Completion: November 2016
  • Thesis: “Estudo da Viabilidade da Diminuição das Temperaturas de Pasteurização Aplicadas aos Preparados Elaborados na Decorgel”
  • Graduation Grade: 17.07/20

Professional Experience

  • Investigator
    • Institution: Fundação para a Ciência e a Tecnologia / Centro para a Valorização de Resíduos (CVR), Portugal
    • Duration: November 2023 – Present
  • Researcher
    • Institution: Centro para a Valorização de Resíduos (CVR), Universidade do Minho, Portugal
    • Roles:
      • Investigated sustainable waste recovery and circular economy initiatives.
      • Collaborated on European Union-funded projects focused on eco-innovation and green technologies.
    • Duration: January 2017 – Present
  • Quality Control Laboratory Technician
    • Employer: Prozis, Portugal
    • Duration: July 2019 – July 2020

Research Interest

  • Valorization of industrial and organic waste.
  • Circular economy and sustainability strategies.
  • Development of eco-innovative materials using waste recovery.
  • Integration of bio-based processes in chemical and food engineering.
  • Technological solutions for green growth and environmental impact reduction.

Selected Research Projects

  • BioShoes4All (2023–Present): Innovation in sustainable bioeconomy for the footwear industry.
  • Mission2GG (2023–Present): Strategies for green growth, circularity, and eco-innovation.
  • RENew (2020–Present): Circular economy solutions for reintroducing construction waste.
  • VALORMAR (2017–Present): Valorization of marine resources through innovation.
  • EcoSustainable Rail (2016–Present): Development of eco-sustainable railway sleepers using mixed plastics.
  • UpCycle4Biz (2021–2023): Materials upcycling for promoting a circular economy.
  • Res2ValHum (2016–Present): Recovery of organic waste for humic substance production.

Publication Top Notes

“Peach processing wastes stabilization: Effect on the physical-chemical and microbiological properties”

  • Authors: Ribeiro, A., Soares, M., Valerio, N., Vilarinho, C., Carvalho, J.
  • Source: WASTES: Solutions, Treatments, and Opportunities IV – Selected Papers from the 6th International Conference Wastes, 2023, 2024, pp. 452–457.
  • Abstract and related documents: Disabled.

“Pig meat processing wastes stabilization: Effect on the microbiological properties”

  • Authors: Ribeiro, A., Soares, M., Valerio, N., Vilarinho, C., Carvalho, J.
  • Source: WASTES: Solutions, Treatments, and Opportunities IV – Selected Papers from the 6th International Conference Wastes, 2023, 2024, pp. 458–464.
  • Abstract and related documents: Disabled.

“An Experimental Setup for Plasma Gasification of Sewage Sludge”

  • Authors: Pacheco, N., Barbosa, F.V., Ribeiro, A., Teixeira, J.C.F., Vilarinho, C.
  • Source: Proceedings of the Thermal and Fluids Engineering Summer Conference, 2023, 2023-March, pp. 543–557.
  • Abstract and related documents: Disabled.
  • Citations: 2.

“Challenges of Digital Waste Marketplace—The Upvalue Platform”

  • Authors: Soares, M., Ribeiro, A., Vasconcelos, T., Vilarinho, C., Carvalho, J.
  • Source: Sustainability (Switzerland), 2023, 15(14), 11235.
  • Abstract and related documents: Disabled.
  • Citations: 2.

“Diving into Fish Valorisation: Review Opportunities and Analyzing Azorean Fish Data”

  • Authors: Valério, N., Soares, M., Vilarinho, C., Correia, M., Carvalho, J.
  • Source: Processes, 2023, 11(7), 1998.
  • Abstract and related documents: Disabled.
  • Citations: 5.

Conclusion

Dr. Margarida Soares is a strong candidate for the Best Researcher Award, particularly in the context of applied sustainability and circular economy research. Her work addresses global environmental challenges through innovative, practical solutions, and her involvement in EU-funded projects showcases her ability to collaborate on high-impact initiatives. However, to strengthen her candidacy further, she should focus on increasing her publication output, pursuing patents, and expanding her international footprint.