Matheos Giakoumi
PhD student in Petroleum and Geosystems Engineering
I am a PhD student at the Hildebrand Department of Petroleum and Geosystems Engineering, The University of Texas at Austin, working under the supervision of Prof. Maša Prodanović. My research concerns digital rock physics, pore-scale simulation, and upscaling methodologies, with applications to carbon dioxide storage, enhanced recovery, and underground hydrogen storage.
Prior to joining UT Austin, I completed an MBA in Energy and Environmental Management and Economics (MEDEA) at Eni Corporate University, an MEng in Natural Gas Engineering at the University of Cyprus, and a BS in Mechanical Engineering and Materials Science and Engineering at Cyprus University of Technology. I have held research positions at Eni S.p.A.'s Well Operations department and at Fondazione Eni Enrico Mattei, and in Summer 2026 I will join Los Alamos National Laboratory as a Graduate Research Intern with the Earth and Environmental Sciences Division. I currently serve as President of the SPWLA UT Austin Student Chapter and as a TEX-E Fellow in the Texas Energy Entrepreneurship programme.
Honours and Awards
10Education
PhD in Petroleum and Geosystems Engineering
2024 – Present- Best Student Paper Award — 46th IAEE — Paris 2025. Paper on engineering-informed CO₂ market design for CCUS in the Eastern Mediterranean.
- TEX-E Fellow — Texas Exchange for Energy & Climate Entrepreneurship Fellowship
- 1st Place, SPWLA Student Paper Competition — UT Austin 2024 — engineering-informed CO₂ pricing for UHS infrastructure.
- President, SPWLA UT Austin Chapter — 2025–Present.
- Luciano Novelli Award — Awarded for the best dissertation in the program — ‘Smart Contracts in Well Operations.’
- Honorary distinction — Highest grade in the program for Managing Technical Assets.
MEng in Natural Gas Engineering
2021 – 2023
BS in Mechanical Engineering & Materials Science
2017 – 2021- Top undergraduate, all four years — Honorary distinction for highest GPA in the department (2017–2021). Best dissertation in program. Awarded by ExxonMobil Cyprus and the Cyprus Ministry of Education (€4,500).
Research Experience
9Developing and comparing upscaling strategies for fracture networks using dfnWorks, PFLOTRAN, and LaGriT, in support of the U.S. Department of Energy's Spent Fuel and Waste Disposition programme on crystalline-rock geological disposal.
Open-source pipeline for automatic identification and characterization of fractures in digital rock images. Developed a Dirichlet-Process Bayesian Gaussian Mixture Model (DP-BGMM) that detects and classifies fractures from μCT images. Processed fracture data exports directly to commercial DFN simulators (dfnWorks, CMG), enabling upscaling to reservoir-scale performance models. Case studies deployed using the Digital Porous Media portal. Planned for AGU25 with journal publication and software release.
Extending the award-winning CO₂-as-energy-commodity framework from the 46th IAEE to a digital twin of the Texas power system. Integrates market equilibrium, stakeholder coordination (emitters, O&G producers, policymakers), and reservoir capacity to forecast CO₂ selling price and investment potential. Being extended to underground hydrogen storage and geo-methanation for a unified multi-vector storage assessment.
Coupled finite element–discrete element (FEM–DEM) simulations on BayesFracX-identified fracture networks. Studies proppant placement efficiency, bridging risk, and fracture conductivity under realistic geometries. Completes the pipeline from μCT fracture identification to particle-scale simulation and DFN upscaling.
New pore-size-distribution model that replaces the standard circular capillary tube assumption in MICP with triangular and horn-shaped triangular geometries for a more realistic description of pore systems. Under preparation for journal submission; planned for SPWLA 2026.
Mathematical model covering H₂ injection into depleted reservoirs, H₂+CO₂ co-injection for geo-methanation, and H₂ injection for enhanced gas recovery. Integrates material balance, multiple EoS, advection-driven gas mixing, water influx, and Gibbs-energy minimization. Published in Energy Conversion & Management (2025).
Researcher — Technologies for the Energy Transition
Framework to evaluate coordination and utility of CCUS and UHS value-chain stakeholders. At the 45th IAEE, introduced the price of CO₂ as an energy commodity, moving beyond the carbon-tax framing. Demonstrated that a CCUS infrastructure in Cyprus’s Aphrodite Gas Field could generate positive NPV for emitters and O&G producers with limited government subsidy. Methodology now being implemented in the Ravenna CCS hub (Eni SpA) for emitters in Lombardy, Veneto, and Emilia Romagna.
Designed insulation and PV system for a Net-Zero upgrade of a house in Limassol, Cyprus. Turned the groundwork into a novel stochastic cashflow model for project profitability. Now generalizing the model across the whole Cyprus market using behavioral-economics-informed input distributions.
Consultancy on modeling European electricity and gas markets in PLEXOS for CESI and the World Bank on the Black Sea Electricity Project. Built a Python .NET automation pipeline for end-to-end PLEXOS project execution from input to visualization.
Assessed smart contracts for automating service-contractor interactions in offshore drilling. Translated physical interactions into Solidity contracts on Ethereum TestNets. Results contributed to confidential internal assessments of operating working capital (liabilities estimation, FX fees, bargaining power) and led to further company R&D in the area.
Screening tool (material balance) for CO₂ injection with water influx in depleted gas reservoirs and piston-like EGR. Adaptable to dry and condensate reservoirs with stochastic petrophysical heterogeneity. Grid-independent, positions CO₂ as a marketable product. Now being extended to hydrogen storage with “pseudo-dispersion” and integrated with geomechanics simulators.
MEng thesis work using Petrel and MATLAB to simulate the Norwegian section of the Frigg field. Contributions: CO₂ piston-like injection for EGR, a semi-stochastic algorithm for optimal double-section casing design (heuristic filter-and-sort), a kernel algorithm for spatial accident risk factoring distance and POIs, and stochastic project economics with uncertainty in production delays, gas prices, CAPEX and OPEX. Several strategies integrated into the UCY master’s curriculum.
Researcher — Biomechanics and Living Systems Analysis
Compartmental PBTK model for Nickel leaching from cardiovascular devices. In-house animal experiments integrated into time-variant ODE systems, framed as a multi-objective optimization problem balancing physiological and device parameters. Addressed non-smoothness via global optimization and stochastic analysis. Three publications. Now extending to PDE-based modeling of the peri-implant environment. Platform “TOXILICO App” in development as a hard-tech spin-off.
Undergraduate Researcher — Materials Thermodynamics Lab
Fundamental work regulating equilibrium of chemical reactions by adjusting the rate of change of auxiliary functions. Control the rate of chemical work relative to invoked thermal and configurational entropy shifts via independent-variable tuning. Goal: synthesis of bulk amorphous tungsten nanostructures as templates for tungsten carbide and oxides.
Undergraduate Researcher — Device Technology & Chemical Physics Lab
Studied dichroism in CBP (4,4′-Bis(N-carbazolyl)-1,1′-biphenyl) thin films following the processing-structure-properties-performance tetrahedron. Spin-coating with varied speeds and annealing; UV-Vis with polarizer for anisotropy. Separately fabricated OPVs and OLEDs using ITO/PEDOT:PSS and P3HT:PCBM via doctor blade, inkjet printing, and sputtering.
Undergraduate Researcher — Nanostructured Materials Science
Fabricated home-made supercapacitors varying carbon grinding duration, salt concentration, and binder quantity. Electrode nanostructure examined by SEM. Parallel XRD work with RIR quantitative phase analysis using Match! Software.
Publications
14Conference Presentations
10Teaching
University Tutor
Mathematics Tutor
Prepared students for the national mathematics examination.
Skills and Contact
Technical
Languages
Interests
Basketball, full-stack development, Web3 and smart-contract development on Ethereum, and the geopolitics of energy.
Contact
Correspondence is best directed to matheos.giakoumis97@hotmail.com, or through the professional profiles listed in the sidebar.