Haruko Murakami Wainwright

Haruko Murakami Wainwright is an Assistant Professor in the Department of Civil and Environmental Engineering at the Massachusetts Institute of Technology. Her research focuses on computational hydrogeology and geostatistics, advancing AI/ML methods for monitoring and predicting water quality and water resources. She integrates multi-type and multiscale datasets to estimate spatially heterogeneous subsurface and ecosystem properties and develops real-time model-data integration approaches for environmental monitoring. Her work includes radiation monitoring, groundwater contamination, soil moisture, and nuclear waste disposal. She leads and co-leads interdisciplinary projects such as the US Department of Energy’s ALTEMIS project and the AI4ESP initiative.

Haruko Wainwright is a researcher focused on advancing scientific methods for understanding complex environmental systems. Her work integrates simulation intelligence, geophysical data, and mathematical modeling to improve predictive understanding of hydrological, biogeochemical, and subsurface processes. She explores multiscale dynamics in Arctic tundra, permafrost environments, and contaminated sites, emphasizing the role of spatial variability and uncertainty quantification. Her research applies Bayesian approaches, inverse modeling, and machine learning to address challenges in groundwater contamination, carbon fluxes, and radionuclide transport. Wainwright's contributions span from field campaigns to large-scale modeling, enhancing our ability to assess and manage environmental risks.