RocMLMs: predicting rock properties through machine learning models
This work investigates the feasibility of using pre-trained machine learning models to predict rock properties.
Posts by Category
research
A comparison of heat flow interpolations near subduction zones
This work investigates methods for interpolating surface heat flow data near subduction zones.
Computing rates and distributions of rock recovery in subduction zones
This work investigates how many rocks get detached from subducting oceanic plates beneath convergent margins.
Community recommendations for geochemical data
This work involved input from many individuals during a pre-conference workshop at the Goldschmidt meeting in Honolulu.
Controls on slab-mantle coupling depths in subduction zones
This study investigates mechanical coupling at oceanic-continental convergent margins via numerical geodynamic simulation.
Thermometry and microstructural analysis of the Tso Morari UHP nappe, Himalaya
This field-based study examined the exhumation history of the Tso Morari nappe in NW India.
Shear heating reconciles thermal models with the metamorphic rock record
Adding shear heating to thermal models simultaneously reproduces surface heat flow and the P–T conditions of exhumed metamorphic rocks.
phd
A comparison of heat flow interpolations near subduction zones
This work investigates methods for interpolating surface heat flow data near subduction zones.
Computing rates and distributions of rock recovery in subduction zones
This work investigates how many rocks get detached from subducting oceanic plates beneath convergent margins.
Controls on slab-mantle coupling depths in subduction zones
This study investigates mechanical coupling at oceanic-continental convergent margins via numerical geodynamic simulation.
Thermometry and microstructural analysis of the Tso Morari UHP nappe, Himalaya
This field-based study examined the exhumation history of the Tso Morari nappe in NW India.
Shear heating reconciles thermal models with the metamorphic rock record
Adding shear heating to thermal models simultaneously reproduces surface heat flow and the P–T conditions of exhumed metamorphic rocks.
community-driven
Community recommendations for geochemical data
This work involved input from many individuals during a pre-conference workshop at the Goldschmidt meeting in Honolulu.
teaching
Be10 in Arc Lavas
A lab exercise focusing on the nuances of analyzing data from open-source geochemical repositories.
geochemistry
Be10 in Arc Lavas
A lab exercise focusing on the nuances of analyzing data from open-source geochemical repositories.
postdoc
RocMLMs: predicting rock properties through machine learning models
This work investigates the feasibility of using pre-trained machine learning models to predict rock properties.