Applied Geodynamics · Geothermal · Hydrocarbons · Minerals

First principles, deeper insights.

Geodynamics-driven, plates-to-pores analysis that helps exploration teams fully leverage their data and turn it into results that set them apart and drive better business decisions.

Who we are

An applied geodynamics lab for subsurface exploration.

Geonomy Labs integrates state-of-the-art process-based geodynamic modeling technology and AI-enabled global data analysis with industry-standard geoscience workflows to deliver a deeper, more integrated understanding of the subsurface.

Our mission is to empower explorers through collaborative, geodynamics-based technology development, consulting, education, and active participation in the open scientific community.

Our process-based approach brings geological, geophysical, geochemical, and seismic data into one quantitative, plates-to-pores picture of how a basin formed and where its resources sit. The same approach serves geothermal, hydrocarbon, and mineral exploration alike, because the heat transport, deformation, and fluid flow that shape these systems are common to all three.

A more complete picture

Most of a basin lies beyond the reach of direct data.

Constraining a basin's thermal history, geometry, and fluid flow requires understanding the full thermo-mechanical evolution of the lithosphere beneath it. Direct data reaches only a thin, recent corner of that system. The rest has long been addressed with basin models built on older methods. Geonomy Labs advances that modeling with modern global tectonics and geodynamics, drawing on recent scientific and computational advances and working within the frameworks teams already use, to recover a fuller picture of where and when a basin's resources formed.

Data availability across the depth and history of Earth's lithosphere Direct data is concentrated in a thin corner: shallow depths at the present day. Almost all of the lithosphere, in depth and back in time, has no direct record and is recovered by geodynamic modeling. rock record present-day data wells · seismic · gravity recovered by geodynamic integration geothermal evolution · basin geometry play elements · fluid flow 250 200 150 100 50 0 TIME BEFORE PRESENT, Ma 0 30 60 90 120 DEPTH, km
Data availability across the depth and history of Earth's lithosphere
What we are building

Claiming new ground in subsurface modeling.

We are working on three technology layers that feed one another, continuum plate reconstructions that integrate fundamental data and constrain boundary conditions, thermo-flexural models that resolve basin evolution on top of them, and geodynamic basin models that couple the full physics. We do this through the lens of decades of energy-industry experience, with a keen eye for what it takes to make science useful in the real world.

The first layer is novel global continuum plate reconstructions whereby non-rigid deformation is consistent with physics-based models and plate kinematics are constrained by high-fidelity potential-field data, onshore and offshore geology, and seismic refraction and reflection data. This plate reconstruction methodology is being designed for rapid scenario exploration, customization with client data and metadata capture that traces model elements back to original data sources. Our continuum plate models will enable exploration teams to test play-element hypotheses in a richer, more physically realistic way, while constraining the boundary conditions for the basin models used to assess thermal history, fluid flow, and commodity risk.

The second layer is forward and inverse thermo-flexural modeling of sedimentary basin evolution based on new computational methods and AI-enabled interfaces that streamline complex workflows. These thermo-flexural models provide insights into the relationships between stratigraphic architecture and thermo-mechanical processes in the lithosphere and give a more complete picture of thermal evolution, paleogeography and fluid migration paths.

The third layer is next-generation basin models based on advanced geodynamic modeling methods that more realistically capture the coupled thermo-mechanical, magmatic and fluid-flow processes of the lithosphere and utilize self-consistent plate kinematics and thermo-flexural models to constrain boundary conditions. Our work in geodynamic modeling of basin evolution will also provide insights based on conservation of mass and energy that guide seismic interpretation and geologic mapping.

These products are being built to work seamlessly with generative AI systems, helping new users get up to speed quickly while automating the routine work best left to machines.

Who we serve

Building for the people who explore — and the people who hold the data.

Geonomy Labs works across both sides of subsurface exploration — the teams making resource decisions, and the companies whose data underpins them.

Explorers

Turning your data into decision-grade answers

Exploration teams making basin-entry, play, and prospect decisions across hydrocarbon, geothermal, and mineral plays. We work alongside your team to turn the seismic, well, and potential-field data you already own into process-based insights.

Integrated studies · advanced basin models · scenario analysis
Data & seismic companies

Advanced modeling applied to your data

Vendors who hold the data. We partner to apply advanced modeling technology to your data, whether that's helping you make better data-acquisition decisions, or helping your clients see the value your data can bring to their challenges.

Modeling partnerships · data-acquisition studies
Erik Kneller, PhD, founder of Geonomy Labs
The founder

Erik Kneller, PhD

Founder & Principal Geoscientist

Erik founded Geonomy Labs after more than two decades in exploration geoscience. His work spans regional geology and seismic interpretation, integrated petroleum systems analysis, continuum plate kinematics, geodynamic modeling, and quantitative basin analysis. He holds a PhD from the University of Michigan and has authored award-winning, peer-reviewed research underpinning the methods the lab is built on.

His continuum plate reconstructions have been incorporated into published global plate models, and his research in geodynamic and thermo-flexural basin modeling forms the scientific foundation for the technology Geonomy Labs is developing. The publications below are a selection of that record.

Key Publications

Peer-reviewed Research.

Get in touch

Inquiries and collaborations welcome.

For consulting conversations or research collaborations, reach out directly.