activity
20242026
collaborators

9 papers

cs.LG2026

Physics-Informed Neural Networks for Predicting Hydrogen Sorption in Geological Formations: Thermodynamically Constrained Deep Learning Integrating Classical Adsorption Theory

Mohammad Nooraiepour, Mohammad Masoudi, Zezhang Song +1

Accurate prediction of hydrogen sorption in fine-grained geological materials is essential for evaluating underground hydrogen storage capacity, assessing caprock integrity, and ch…

physics.geo-ph2026

Quantifying Salt Precipitation During CO2 Injection: How Flow Rate, Temperature, and Phase State Control Near-Wellbore Crystallization

Karol M. DÄ browski, Mohammad Nooraiepour, Mohammad Masoudi

Salt precipitation near injection wells can reduce permeability, induce excess pressure buildup, and reduce injectivity within days to weeks of CO2 injection, yet the pore-scale me…

physics.geo-ph2026

Carbon mineralization in CO2-seawater-basalt systems: Reactive transport dynamics and vesicular pore architecture controls

Mohammad Nooraiepour, Mohammad Masoudi, Helge Hellevang

Carbon mineralization in basaltic rocks may offer rapid, permanent \ce{CO2} storage, yet fundamental controls on reactive transport and precipitation patterns remain poorly underst…

physics.flu-dyn2025

Microfluidic Study of Evaporation-Driven Crystallization of Saline and Ammonia Brines under Hydrogen Flow

Karol M. DÄ browski, Mohammad Nooraiepour, Mohammad Masoudi

Underground storage of hydrogen and ammonia in geological formations is essential for renewable energy integration, but salt precipitation during gas injection may threaten storage…

physics.geo-ph2025

Self-Enhancing Halite Growth Creates Secondary Porous Networks During CO2 Storage in Saline Aquifers

Mohammad Nooraiepour, Mohammad Masoudi, Hannelore Derluyn +3

Salt precipitation during CO2 injection into saline aquifers obstructs flow-controlling pore throats and reduces permeability, yet reactive transport models assume salt forms dispe…

physics.soc-ph2025

Geological CO2 storage assessment in emerging CCS regions: Review of sequestration potential, policy development, and socio-economic factors in Poland

Mohammad Nooraiepour, Karol M. DÄ browski, Mohammad Masoudi +4

Emerging carbon capture and storage (CCS) markets face critical challenges in developing systematic methodologies to assess geological CO2 storage potential under conditions of lim…