51cg

Dr Jefferson Gomes

Dr Jefferson Gomes
Dr Jefferson Gomes
Dr Jefferson Gomes

PhD (DIC), MSc, BSc, FHEA.

Senior Lecturer

Accepting PhDs

51cg
Email Address
jefferson.gomes@abdn.ac.uk
Telephone Number
+44 (0)1224 272988
Office Address

School of Engineering Kings College Fraser Noble Building, Room 354 AB24 3UE

School/Department
School of Engineering






Biography

  • Senior Lecturer in Engineering, (2023-today);
  • Lecturer in Engineering, (2012-2023);
  • Visiting Academic, (Brazil, 2020-today);
  • Visiting Academic,  (2013-today); 
  • Visiting Academic,  (Brazil, 2005-today);
  • Research Fellow, (2010-2012);
  • Research Associate,  (2006-2010);
  • PhD,  (2004);
  • MSc,  (Brazil, 1999);
  • BSc in Chemical Engineering, (Brazil, 1996).

Memberships and Affiliations

Internal Memberships
  • Course Coordinator:
    1. Chemical Thermodynamics (EX3029): 2014-today;
    2. Process Engineering (EG2011/EG20G2): 2020-today;
    3. Geothermal and Hydro Energy (EG503A/B): 2018-2020;
    4. Engineering Thermodynamics (EG3521): 2013-2015;
    5. Advances in Chemical Engineering (EG5597): 2015.
External Memberships
  • Associate Editor of the  and the ;
  • Reviewer service for Fluid Phase Equilibria, International Journal for Numerical Methods in Fluids, International Journal for Numerical Methods for Heat and Fluid Flows, Journal of Fluids Engineering, Industrial & Engineering Chemistry Research, Journal of Petroleum and Gas Engineering;
  • Reviewer for the Netherlands Organisation for Scientific Research (NWO).

Latest Publications

  • Data-Driven Deep Learning Model for Critical Heat Flux Occurence Prediction Based on Bubble Dynamics in Pressurized Water Reactors

    Ajah, S. A., Akanji, L., Gomes, J.
    Engineering Applications of Artificial Intelligence, vol. 181, no. Part 5, 115604
    Contributions to Journals: Articles
  • Data-driven deep learning model for critical heat flux occurrence prediction based on bubble dynamics in pressurized water reactors

    Ajah, S. A., Akanji, L., Gomes, J.
    Engineering Applications of Artificial Intelligence, vol. 181, no. Part 5, 115604
    Contributions to Journals: Articles
  • Machine learning integrated higher-order model application for critical heat flux investigations in pressurized water reactors

    Ajah, S. A., Akanji, L., Gomes, J.
    International Journal of Thermofluids, vol. 32, 101561
    Contributions to Journals: Articles
  • Recent Trends in Nuclear Accident Events Prediction: A Review

    Ajah, S. A., Akanji, L., Gomes, J.
    Nuclear Technology, vol. 211, no. 11, pp. 2668-2698
    Contributions to Journals: Review articles
  • Numerical Quantification of Gas Adsorption in Unconventional Shale Rocks

    Ayuba, I., Akanji, L. T., Gomes, J.
    Fuel, vol. 396, 135246
    Contributions to Journals: Articles

View My Publications

Research

Research Overview

My research focuses on computational multi-fluid dynamics (CMFD) and multi-physics modelling, leveraging advanced numerical techniques such as finite element methods (FEM) and self-adaptive algorithms. I specialise in computational optimisation, predictive modelling—including machine learning and model reduction—and their applications in geophysical systems. My work is driven by a strong interest in addressing challenges in energy technologies, environmental hazards, and engineering systems involving single- and multiphase flows. Through these efforts, I aim to develop innovative solutions that bridge theoretical advancements with real-world applications.

Research Areas

Accepting PhDs

I am currently accepting PhDs in Maths, Engineering, Computing Science.

Please get in touch if you would like to discuss your research ideas further.

Maths

  • Supervising
  • Accepting PhDs

Engineering

  • Supervising
  • Accepting PhDs

Computing Science

  • Accepting PhDs

Research Specialisms

  • Computational Physics
  • Fluid Mechanics
  • Energy Engineering
  • Machine Learning
  • Nuclear Engineering

Our research specialisms are based on the Higher Education Classification of Subjects (HECoS) which is , published under the licence.

Current Research

  • Self-adaptive computational methods;
  • Multiphase compositional porous media flow (reservoir simulation);
  • Safety assessment for nuclear systems (severe accident modelling);
  • Predictive methods (reduced-order models and data assimilation);
  • AI technologies (machine-learning algorithms).

Past Research

  • Development of a CV-FEM based multi-fluid dynamics model for porous media flows;
  • Numerical investigation of risk assessment in GEN4 nuclear reactors;
  • Development of coupled multiphase and radiation-transport models;
  • Modelling heat and multiphase flows in circular fluidised beds;
  • FEM-based methods for granular fluidisation models;

Knowledge Exchange

  •  Current:
    • Innovate UK (2025-27)
    • Innovate UK (2023-25)
  • Past:
    • Design and Optimisation of Stirling Engines for Waste Heat (Interface UK, 2021-22);
    • Development of coupled multi-fluid and neutron-transport models for design of a reactor to produce  medical-isotope (B&W, 2010);
    • Design and Optimisation of Decanter (BP, 2009);
    • Risk Analysis and Assessment of MOX Nuclear Fuel Production (JAEA, 2005-06);
    • Risk Assessment in Underground Nuclear Waste Repositories during Postulated Accidents (NDA,2005-08); 
    • Design and Optimisation of Heat Exchangers in TDN Reactors (BNFL, 2002).

KTP and projects with industry have led to +30 technical reports.

Collaborations

  • , ;
  • , ;
  • Professor Su Jian, , (Brazil);
  • Professor Francisco B S Oliveira, (Brazil);
  • Professors Jader Lugon and Antonio Silva Neto, (Brazil). 

Supervision

My current supervision areas are: Maths, Engineering.

Supervised 5 PhD students (to successful) completion since 2010 on:

  • Reduced-order models in porous media flows;
  • Atmospheric modelling;
  • Coupled multiphase and neutron-radiation models for nuclear reactors.

Funding and Grants

  • Gas-Jet Design and Optimisation for Underwater Laser Cutting (KTP, 2023-25), Principal Investigator;
  • Molecular Basis of Advanced Nuclear Fuel Separations (MBase):  Criticality and Fission in the Solution State (EPSRC, 2010-13), Co-Investigator;
  • Development of Novel Discretisation Methods for Multiphase Flows (EU-FP7, 2010-14), Co-Iinvestigator;
  • : Modelling and Simulation of Core-Melting in PWR (EU-FP7, 2010-13), Co-Investigator;
  • Technology Proof of Concept: Computational Framework for Multi-Scale Environmental Modelling (NERC, 2010-12), Co-Investigator;
  • Follow-on Fund: Realising the Commercial Potential of the Multi-Physics and Multi-Scale FETCH Technology for Nuclear Safety Applications (EPSRC, 2010-11), Co-Investigator; 
  • Energy Grant: Numerical Investigation of Biomass Gasification (Brazilian CNPq, 2006-7), Co-Investigator.

 

Teaching

Teaching Responsibilities

Postgraduate Courses

  1. Computational Fluid Dynamics (EG501V/3G): 2015-today
  2. Oil and Gas Chemistry (EG551LEG552L): 2019-2024;
  3. Geothermal and Hydro Energies (EG503A/EG503B):2018-2020;
  4. Renewable Energy: Geothermal and Solar  (EG501J): 2014-2018;
  5. Energy Technologies (EG5066): 2013.

Undergraduate Courses

  1. Chemical Thermodynamics (EX3029): 2014-today;
  2. Computational Fluid Dynamics (EG501V): 2015-today;
  3. Process Engineering (EG2011/EG20G2): 2020-today;
  4. Conservation of Heat, Mass and Momentum (EX3030/EM40JN): 2016-2020;
  5. Air and Water Pollution Control EG501U): 2018;
  6. Engineering Thermodynamics (EG3521): 2013-2015;
  7. Advances in Chemical Engineering (EG5597): 2014-2015.
Publications

Page 1 of 6 Results 1 to 10 of 59

  • Data-Driven Deep Learning Model for Critical Heat Flux Occurence Prediction Based on Bubble Dynamics in Pressurized Water Reactors

    Ajah, S. A., Akanji, L., Gomes, J.
    Engineering Applications of Artificial Intelligence, vol. 181, no. Part 5, 115604
    Contributions to Journals: Articles
  • Data-driven deep learning model for critical heat flux occurrence prediction based on bubble dynamics in pressurized water reactors

    Ajah, S. A., Akanji, L., Gomes, J.
    Engineering Applications of Artificial Intelligence, vol. 181, no. Part 5, 115604
    Contributions to Journals: Articles
  • Machine learning integrated higher-order model application for critical heat flux investigations in pressurized water reactors

    Ajah, S. A., Akanji, L., Gomes, J.
    International Journal of Thermofluids, vol. 32, 101561
    Contributions to Journals: Articles
  • Recent Trends in Nuclear Accident Events Prediction: A Review

    Ajah, S. A., Akanji, L., Gomes, J.
    Nuclear Technology, vol. 211, no. 11, pp. 2668-2698
    Contributions to Journals: Review articles
  • Numerical Quantification of Gas Adsorption in Unconventional Shale Rocks

    Ayuba, I., Akanji, L. T., Gomes, J.
    Fuel, vol. 396, 135246
    Contributions to Journals: Articles
  • Multifluid Flow Dynamics of Core Relocation in Pressurized Water Reactors

    Ajah, S. A., Bregu, E., Akanji, L., Gomes, J.
    Applied Thermal Engineering, vol. 270, 126179
    Contributions to Journals: Articles
  • Modelling and Simulation of Fluid Flow Dynamics for CO2 Migration in Two-Dimensional Saline Aquifers

    Zhai, H., Gomes, J., Lin, Z., Oliveira, F. B.
    VETOR - Journal of Exact Sciences and Engineering,, vol. 34, no. 2, e18549
    Contributions to Journals: Articles
  • Corium Interface Flow Dynamics Investigation During Severe Accident in Pressurised Water Reactors Using Compressive Advection Interface Capturing Method

    Ajah, S. A., Akanji, L., Gomes, J.
    Physics of Fluids, vol. 36, no. 6, 063313
    Contributions to Journals: Articles
  • Solving the discretised multiphase flow equations with interface capturing on structured grids using machine learning libraries

    Chen, B., Heaney, C. E., Gomes, J. L., Matar, O. K., Pain, C. C.
    Computer Methods in Applied Mechanics and Engineering, vol. 426, 116974
    Contributions to Journals: Articles
  • Nuclear Meltdown Relocation and Core Catcher Analysis

    Bregu, E., Ajah, S. A., Gomes, J.
    VETOR - Journal of Exact Sciences and Engineering,, vol. 33, no. 2, pp. 2-10
    Contributions to Journals: Articles
Show 10 | 25 | 50 | 100 results per page

Refine

Chapters in Books, Reports and Conference Proceedings

Contributions to Conferences

Contributions to Journals