Recent publications
Hoffman, L., Mazloff, M. R., Gille, S. T., Giglio, D., Heimbach, P. (2024, in prep). Machine learning for evaluating trends in the drivers of variability in Arctic sea-ice dynamics.
Hoffman, L., Mazloff, M. R., Gille, S. T., Giglio, C. M., Heimbach, P. (2024, submitted). Evaluating the trustworthiness of explainable artificial intelligence (XAI) methods applied to regression predictions of Arctic sea-ice motion
Hoffman, L., Mazloff, M. R., Gille, S. T., Giglio, D., Bitz, C. M., Heimbach, P., Matsuyoshi, K. (2023). Machine learning for daily forecasts of Arctic sea-ice motion: an attribution assessment of model predictive skill.
Hoffman, L., Mazloff, M. R., Gille, S. T., Giglio, D., Varadarajan, A. (2022). Ocean Surface Salinity Response to Atmospheric River Precipitation in the California Current System.