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Sofianos Panagiotis Fotias

Observed names: Fotias, Sofianos Panagiotis, S. Fotias, S. P. Fotias, S.P. Fotias
ORCID: 0009-0005-4810-8314
Observed ORCID: 0009-0005-4810-8314
OpenAlex ID: A5028361116
Optimization of Well Placement in Carbon Capture and Storage (CCS): Bayesian Optimization Framework under Permutation Invariance
2024 · Sofianos Panagiotis Fotias, Ismail Ismail, et al. · Applied Sciences · 15
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Optimized CO2 Modeling in Saline Aquifers: Evaluating Fluid Models and Grid Resolution for Enhanced CCS Performance
2025 · Ismail Ismail, Sofianos Panagiotis Fotias, et al. · Processes · 10
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Integrated Black Oil Modeling for Efficient Simulation and Optimization of Carbon Storage in Saline Aquifers
2024 · Ismail Ismail, Sofianos Panagiotis Fotias, et al. · Energies · 9
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Optimizing Geothermal Energy Extraction in CO2 Plume Geothermal Systems
2023 · Sofianos Panagiotis Fotias, Spyridon Bellas, et al. · International Conference on Raw Materials and Circular Economy (RawMat) · 5
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Workflow for predicting undersaturated oil viscosity using machine learning
2023 · Sofianos Panagiotis Fotias, Vassilis Gaganis · Results in Engineering · 5
Rapid Hydrate Formation Conditions Prediction in Acid Gas Streams
2023 · Anna Samnioti, Eirini Maria Kanakaki, et al. · Fluids · 5
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A Holistic Framework for Optimizing CO2 Storage: Reviewing Multidimensional Constraints and Application of Automated Hierarchical Spatiotemporal Discretization Algorithm
2025 · Ismail Ismail, Sofianos Panagiotis Fotias, et al. · Energies · 4
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Application of an Automated Machine Learning-Driven Grid Block Classification Framework to a Realistic Deep Saline Aquifer Model for Accelerating Numerical Simulations of CO2 Geological Storage
2025 · Eirini Maria Kanakaki, Sofianos Panagiotis Fotias, et al. · Processes · 4
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Impact of Grid Resolution on Accuracy of In-Situ CO2 Modeling for Improved CCS Project Design and Implementation
2024 · I. Ismail, S. P. Fotias, et al. · Mediterranean Offshore Conference (MOC) · 4
Integrated Raw Material Approach to Sustainable Geothermal Energy Production: Harnessing CO2 for Enhanced Resource Utilization
2024 · Sofianos Panagiotis Fotias, Vassilis Gaganis, et al. · Technical Annals · 3
Workflows to Optimally Select Undersaturated Oil Viscosity Correlations for Reservoir Flow Simulations
2022 · Sofianos Panagiotis Fotias, Andreas Georgakopoulos, et al. · Energies · 3
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A Fully Automated Design of Experiments-Based Method for Rapidly Screening Near-Optimal CO2 Injection Strategies
2026 · Epameinondas Theofanis Diplas, Sofianos Panagiotis Fotias, et al. · Energies · 2
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A Unified Approach to Describing Flow Dynamics in Geothermal Energy Production Systems
2023 · Stefanos Lempesis, Sofianos Panagiotis Fotias, et al. · International Conference on Raw Materials and Circular Economy (RawMat) · 2
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Bayesian neural network surrogates for Bayesian optimization of Carbon Capture and Storage operations
2026 · Sofianos Panagiotis Fotias, Vassilis Gaganis · Energy Reports · 1
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A Domain-Driven, Physics-Backed, Proximity-Informed AI Model for PVT Predictions—Part I: Constant Composition Expansion
2026 · Sofianos Panagiotis Fotias, Eirini Maria Kanakaki, et al. · ChemEngineering · 1
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Bayesian Neural Network Surrogates for Bayesian Optimization of Carbon Capture and Storage Operations
2026 · Sofianos Panagiotis Fotias, Vassilis Gaganis · SSRN Electronic Journal · 1
Optimizing CO2 Injection Rates in CCS: a Bayesian Approach for Realistic Business Efficiency
2024 · S.P. Fotias, I. Ismail, et al. · EAGE Global Energy Transition Conference & Exhibition (GET) · 1
Resolution-Aware Experimental Design under Partial Identifiability
2026 · Fotias, Sofianos Panagiotis · arXiv (Cornell University)
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Rapid Screening of CO2 Injection Schedules Using Activity-Based Reservoir Partitioning and Slow-Region Derivative ML Proxies
2026 · Eirini Maria Kanakaki, Sofianos Panagiotis Fotias, et al. · Processes
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A Domain-Driven, Physics-Backed, Proximity-Informed AI Model for PVT Predictions—Part II: Differential Liberation Expansion and Viscosity Tests
2026 · Sofianos Panagiotis Fotias, Eirini Maria Kanakaki, et al. · ChemEngineering
Inducing Permutation Invariant Priors in Bayesian Optimization for Carbon Capture and Storage Applications
2026 · Fotias, Sofianos Panagiotis, Gaganis, Vassilis · arXiv (Cornell University)
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Closed-Loop CO2 Storage Control With History-Based Reinforcement Learning and Latent Model-Based Adaptation
2026 · Fotias, Sofianos Panagiotis, Gaganis, Vassilis · arXiv (Cornell University)
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A Domain-Driven, Physics-Backed, Proximity-Informed AI Model for PVT Predictions—Part I: Constant Composition Ex-Pansion
2026 · Sofianos Panagiotis Fotias, Eirini Maria Kanakaki, et al. · Preprints.org
From Oracle to Deployable: Progressive Partial-Observability RL for Closed-Loop CO2 Storage under Geological Uncertainty
2026 · S. Fotias, V. Gaganis · ECMOR XVII
Permutation-Invariant Bayesian Optimization for Sample-Efficient CO2 Storage Well Design
2026 · S. Fotias, V. Gaganis · ECMOR XVII
Works count: 33
Citation count: 64
H-index: 5
I10-index: 1
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