Mr. Christian Idogho | Machine Learning | Best Researcher Award
University of Vermont, United States
Profiles
Early Academic Pursuits
Mr. Christian Idogho’s academic journey began with a strong foundation in engineering. He earned a Diploma in Chemical Engineering from Auchi Polytechnic in 2016, followed by a Bachelor’s degree in Mechanical Engineering from the University of Agriculture, Makurdi, in 2020. His passion for materials science and advanced fabrication techniques led him to pursue a PhD in Materials Science at the University of Vermont, Burlington, where he is currently conducting cutting-edge research in thin film deposition and material characterization.
Professional Endeavors
Mr. Christian has been deeply involved in materials science and renewable energy research. His professional trajectory includes research positions at the University of Vermont and the University of Nigeria, Nsukka, where he contributed to material fabrication, thin-film deposition, and artificial intelligence-driven environmental forecasting. His work spans multiple domains, from physical vapor deposition and sputter deposition to thermoelectric materials and advanced microscopy techniques.
Contributions and Research Focus
His research focuses on thin film growth, materials characterization, and deposition techniques. At the University of Vermont, he investigates the deposition of metal precursor Titanium Tetraisopropoxide (TTIP) on Strontium Titanate (STO) substrates using a layer-by-layer fabrication approach. He has also contributed to the fabrication and sputtering deposition of Indium Tin Oxide (ITO) thin films, optimizing their electrical and optical properties.
At the University of Nigeria, Nsukka, Christian applied deep neural networks to forecast environmental weather conditions and solar panel performance, utilizing 10 years of NASA data for Nigerian states. His work on digital twin simulations of solar panels has helped improve predictions of solar energy output.
Impact and Influence
Mr. Christian’s research in thin films and renewable energy has significant industrial and scientific implications. His contributions to solar energy forecasting and advanced material fabrication pave the way for innovations in energy-efficient materials and sustainable energy technologies. His involvement in the National Centre for Energy Research and Development further highlights his commitment to driving sustainable energy solutions.
Academic Cites
- Renewable Energy Potential Estimation Using Climatic Weather Forecasting Machine Learning Algorithms (MDPI Energies)
- Machine Learning-Inspired Weather Forecasting for Solar Photovoltaic Potential (SSRN)
- Nano-analysis of Materials
- Mathematical Modeling and Simulations Using MATLAB, COMSOL, and Python
- Challenges and Opportunities in Nigeria’s Renewable Energy Policy and Legislation
Technical Skills
Mr. Christian has developed a diverse technical skill set, including expertise in simulation software (ANSYS, COMSOL Multiphysics), programming languages (MATLAB, Python), and CAD tools (Autodesk Inventor, SolidWorks, Revit). His ability to work with X-ray diffraction (XRD), scanning electron microscopy (SEM), and atomic force microscopy (AFM) makes him proficient in advanced materials characterization techniques.
Teaching Experience
As a Teaching Assistant at the University of Vermont, Christian has played a key role in guiding students through elementary and advanced physics laboratories. His ability to simplify complex scientific concepts and mentor students highlights his passion for education and knowledge dissemination.
Professional Experience
- Reviewer for the International Journal of Energy Research
- Editorial Board Member at the Journal of Energy Research
- Intern at the National Centre for Energy Research and Development, where he helped assemble a solar photovoltaic thermal heater
Leadership and Volunteering
Mr. Christian has demonstrated leadership qualities throughout his career. As a Group Leader at the University of Agriculture, Makurdi, he coordinated a student excursion to the Geregu Gas Power Station in Kogi State and prepared a detailed technical report for the university.
Legacy and Future Contributions
With his expertise in materials science, renewable energy, and artificial intelligence, Christian is positioned to make lasting contributions to both academia and industry. His future research aims to enhance thin-film deposition techniques, develop high-performance thermoelectric materials, and leverage AI for material optimization. His interdisciplinary work will continue to shape the future of energy-efficient technologies and advanced materials.
Publications
Logical reasoning for human activity recognition based on multisource data from wearable device
- Authors: Christian Idogho, Emmanuel Owoicho Abah, Joy Ojodunwene Onuhc, Catur Harsito, Kenneth Omenkaf, Akeghiosi Samuel, Abel Ejila, Idoko Peter Idoko, Ummi Ene Ali
- Journal: Energy Science & Engineering
- Year: 2025
Challenges and Opportunities in Nigeria’s Renewable Energy Policy and Legislation
- Authors: Peter Onuh, James O Ejiga, Emmanuel O Abah, Joy Ojodunwene Onuh, Christian Idogho, Joseph Omale
- Journal: World Journal of Advanced Research and Reviews
- Year: 2024
Mathematical modeling and simulations using software like MATLAB, COMSOL and Python
- Authors: Idoko Peter Idoko, Gerald Chekwube Ezeamii, Christian Idogho, Enemali Peter, US Obot, VA Iguoba
- Journal: Magna Scientia Advanced Research and Reviews
- Year: 2024
Renewable energy potential estimation using climatic-weather-forecasting machine learning algorithms
- Authors: Chika Maduabuchi, Chinedu Nsude, Chibuoke Eneh, Emmanuel Eke, Kingsley Okoli, Emmanuel Okpara, Christian Idogho, Bryan Waya, Catur Harsito
- Journal: Energies
- Year: 2023