Reflections from Research Roundtables at the Conference on Health, Inference, and Learning (CHIL) 2025. - Emily Alsentzer; Marie-Laure Charpignon; Bill Chen; Niharika D'Souza; Jason A. Fries; Yixing Jiang; Aparajita Kashyap; Chanwoo Kim; Simon Lee; Aishwarya Mandyam; Ashery Christopher Mbilinyi; Nikita Mehandru; et al. (CoRR, 2025)

CIPHER: Scalable Time Series Analysis for Physical Sciences with Application to Solar Wind Phenomena. - Jasmine R. Kobayashi; Daniela Martin; Valmir P. Moraes Filho; Connor O'Brien; Jinsu Hong; Sudeshna Boro Saikia; Hala Lamdouar; Nathan D. Miles; Marcella Scoczynski; Mavis Stone; Sairam Sundaresan; Anna Jungbluth; et al. (CoRR, 2025)

Scalable Machine Learning Analysis of Parker Solar Probe Solar Wind Data. - Daniela Martin; Connor O'Brien; Valmir P. Moraes Filho; Jinsu Hong; Jasmine R. Kobayashi; Evangelia Samara; Joseph Gallego (CoRR, 2025)