Search Results - "Radford, Jacob"

The influence of body mass index obesity status on vascular surgery 30-day morbidity and mortality by Davenport, Daniel L., PhD, Xenos, Eleftherios S., MD, PhD, Hosokawa, Patrick, BS, Radford, Jacob, BS, Henderson, William G., PhD, Endean, Eric D., MD

“…Objective Mild obesity may have a protective effect against some diseases, termed an “obesity paradox.” This study examined the effect of body mass index…”
Get full text

Trust and trustworthy artificial intelligence: A research agenda for AI in the environmental sciences by Bostrom, Ann, Demuth, Julie L., Wirz, Christopher D., Cains, Mariana G., Schumacher, Andrea, Madlambayan, Deianna, Bansal, Akansha Singh, Bearth, Angela, Chase, Randy, Crosman, Katherine M., Ebert‐Uphoff, Imme, Gagne, David John, Guikema, Seth, Hoffman, Robert, Johnson, Branden B., Kumler‐Bonfanti, Christina, Lee, John D., Lowe, Anna, McGovern, Amy, Przybylo, Vanessa, Radford, Jacob T., Roth, Emilie, Sutter, Carly, Tissot, Philippe, Roebber, Paul, Stewart, Jebb Q., White, Miranda, Williams, John K.

“…Demands to manage the risks of artificial intelligence (AI) are growing. These demands and the government standards arising from them both call for trustworthy…”
Get full text

Increasing the Reproducibility and Replicability of Supervised AI/ML in the Earth Systems Science by Leveraging Social Science Methods by Wirz, Christopher D., Sutter, Carly, Demuth, Julie L., Mayer, Kirsten J., Chapman, William E., Cains, Mariana Goodall, Radford, Jacob, Przybylo, Vanessa, Evans, Aaron, Martin, Thomas, Gaudet, Lauriana C., Sulia, Kara, Bostrom, Ann, Gagne, David John, Bassill, Nick, Schumacher, Andrea, Thorncroft, Christopher

“…Artificial intelligence (AI) and machine learning (ML) pose a challenge for achieving science that is both reproducible and replicable. The challenge is…”
Get full text

Maximizing the Utility of High-Resolution Ensembles for Mesoscale Snowband Forecasts by Radford, Jacob Tillman

“…We developed a three-part post-processing framework to improve the mesoscale snowband forecasting process. In part one, we evaluate snowband forecast skill of…”
Get full text

Verification of High-Resolution Banded Snowfall Forecasts by Radford, Jacob Tillman

“…Narrow regions of intense snowfall, also known as snowbands, present hazardous travel conditions due to rapid onset, high precipitation rates, and limited…”
Get full text

Evaluation of Tropical Cyclone Track and Intensity Forecasts from Artificial Intelligence Weather Prediction (AIWP) Models by DeMaria, Mark, Franklin, James L, Chirokova, Galina, Radford, Jacob, DeMaria, Robert, Musgrave, Kate D, Ebert-Uphoff, Imme

“…In just the past few years multiple data-driven Artificial Intelligence Weather Prediction (AIWP) models have been developed, with new versions appearing…”
Get full text

Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications by Schreck, John S, GagneII, David John, Becker, Charlie, Chapman, William E, Elmore, Kim, Fan, Da, Gantos, Gabrielle, Kim, Eliot, Kimpara, Dhamma, Martin, Thomas, Molina, Maria J, Pryzbylo, Vanessa M, Radford, Jacob, Saavedra, Belen, Willson, Justin, Wirz, Christopher

“…Robust quantification of predictive uncertainty is critical for understanding factors that drive weather and climate outcomes. Ensembles provide predictive…”
Get full text

The influence of body mass index obesity status on vascular surgery 30-day morbidity and mortality. Discussion by DAVENPORT, Daniel L, XENOS, Eleftherios S, HOSOKAWA, Patrick, RADFORD, Jacob, HENDERSON, William G, ENDEAR, Eric D, VOUYOUKA, Angeliki, VELLER, Martin, KAKKOS, Starros

Get full text