School of Earth, Energy and Environmental Sciences


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  • David Zhen Yin

    David Zhen Yin

    Research Scientist

    BioDavid Zhen Yin is the Research Scientist at Stanford Center for Earth Resources Forecasting. He develops data scientific approaches for prediction, uncertainty quantification and decision making in earth resources exploration and developments (including critical minerals, groundwater, and oil and gas).

    David developed broad experiences in working with complex projects involving the academia and industry as well as broad knowledge about the fields. His research delivered several key technologies that have been transferred as in-house technologies in Chevron, Equinor, and KoBold. His research developments have been implemented to a broad spectrum of subjects, from Antarctica bed topography modeling, to critical mineral explorations in Canada/China/US, to North Sea and Gulf of Mexico projects.

    Prior to joining Stanford, David was a Research Associate (Reservoir Geophysics) at Edinburgh Time-Lapse Project at Heriot-Watt University in Scotland, leading a research project in collaboration with Equinor from 2016 to 2018. He was also a Technology Consultant at Equinor's Research Center in Bergen, Norway. He was then a Chevron CoRE Postdoctoral Fellow at Stanford from 2018 to 2021.

    David received his PhD in Geosciences from Heriot-Watt University, UK, in 2016, and B.Eng from China University of Petroleum in 2011. His research interests include data science for geosciences, geological uncertainty quantification, and decision making under uncertainty. He has authored tens of articles in peer-reviewed journals and international conferences on these topics.