Juliane Mai, PhD

computational hydrology | model analysis
data dissemination | data management

What I am passionate about...

During my training as applied mathematician I specialized in optimization. Model calibration and sensitivity analyses of (mostly) environmental models using high-performance computing is still a central part of my day-to-day work. I have developed a novel "blended" modeling technique.

I increasingly engaged in data management and data dissemination activities over the last years since environmental models use and produce lots of data.

My vision is to make data available to everyone. Therefore, I focus on creating tools that facilitate the distribution of data, model setups, and results of large-scale studies through end-user focused data portals. I created the data dissemination platforms CaSPAr and HydroHub.

When I am not in front of a monitor, you can find me bouldering, hiking, snowshoeing, or anything else outdoorsy.

Curriculum Vitae

Projects & Products

Some highlights of the last years

Publications

Mai, J. (2023):
Ten strategies towards successful calibration of environmental models
Journal of Hydrology, 620(A), 129414. Accepted Mar 15, 2023.

full text (url) | data and codes (Zenodo)

Mai, J., Shen, H., Tolson, B. A., Gaborit, É., Arsenault, R., Craig, J. R., Fortin, V., Fry, L. M., Gauch, M., Klotz, D., Kratzert, F., O'Brien, N., Princz, D. G., Rasiya Koya, S., Roy, T., Seglenieks, F., Shrestha, N. K., Temgoua, A. G. T., Vionnet, V., and Waddell, J. W. (2022):
The Great Lakes Runoff Intercomparison Project Phase 4: The Great Lakes (GRIP-GL)
Hydrol. Earth Syst. Sci., 26, 3537–3572. Highlight paper. Accepted Jun 10, 2022.

full text (url) | data (FRDR) | interactive website

Mai, J., Craig, J. R., Tolson, B. A., and R. Arsenault (2022):
The sensitivity of simulated streamflow to individual hydrologic processes across North America.
Nature Communications, 13, 455. Accepted Jan 3, 2022.

full text (url) | code (GitHub) | interactive website

Conferences

Talk
Joint DAES/ASRC Colloquium
State University of New York at Albany
February 27, 2023 | invited talk | recording
Event
Session at AGU
Chicago, IL & online December 12-16, 2022
Event
Session at EGU
Vienna, Austria & online April 23-28, 2023

Dont' be shy, reach out