Peer-reviewed articles
2024
Hydrothermally altered shear zones: A new reservoir play for the expansion of deep geothermal exploration in crystalline settings
https://doi.org/10.1016/j.geothermics.2023.102895

2025
Characterizing heterogeneous rocks in 3D with a multimodal deep learning approach – Implications for transport simulations
https://doi.org/10.1016/j.tmater.2025.100055


Conference Abstracts
2023
Crystalline reservoirs offer multiple geoenergy opportunities: Deep geothermal, CO2 mineralisation, native hydrogen, and hydrocarbons

2024
Hydrothermally altered shear zones: a new reservoir play for the expansion of deep geothermal exploration in crystalline settings

Structural, petrophysical, and geophysical characterization of a fault zone in southern Finland – application for subsurface fluid flow in granitic settings

A comprehensive petrophysical databank of crystalline reservoirs 
for assessing deep geothermal exploration targets in Finland and abroad

Crystal clear: A petrophysical databank of crystalline rocks for assessing deep geothermal reservoirs in Finland and beyond

Strike-Slip Faulting and Hydrothermal Alteration in the Vehmaa Rapakivi Batholith: Insights into Reservoirs in Crystalline Rocks and Geothermal Potential in Southern Finland

Fracturing and Hydrothermal Alteration in Faulted Granites:
Impact on Fluid Flow and Geothermal Energy at the Kivetty Site

2025
Crystal Clear: A Petrophysical Databank of Crystalline Rocks for Assessing Deep Geothermal Reservoirs in Fault Zones

From Faults to Flow: How Fracturing and Hydrothermal Alteration Shape Geothermal Reservoirs in Crystalline Rocks