Next-generation geospatial-temporal information technologies for disaster management. - Conrad M. Albrecht; Bruce Elmegreen; Oki Gunawan; Hendrik F. Hamann; Levente J. Klein; Siyuan Lu 003; F. Mariano; Carlo Siebenschuh; Johannes Schmude (IBM J. Res. Dev., 2020)

Change Detection from Remote Sensing to Guide OpenStreetMap Labeling. - Conrad M. Albrecht; Rui Zhang; Xiaodong Cui; Marcus Freitag; Hendrik F. Hamann; Levente J. Klein; Ulrich Finkler; Fernando J. Marianno; Johannes Schmude; Norman Bobroff; Wei Zhang 022; Carlo Siebenschuh; et al. (ISPRS Int. J. Geo Inf., 2020)

TensorBank: Tensor Lakehouse for Foundation Model Training. - Romeo Kienzler; Johannes Schmude; Naomi Simumba; Benedikt Blumenstiel; Marcus Freitag; Daiki Kimura; Zoltan Arnold Nagy; Michael Behrendt; Hendrik F. Hamann; S. Karthik Mukkavilli; Daniel Salles Civitarese (IEEE Big Data, 2023)

AI Foundation Models for Weather and Climate: Applications, Design, and Implementation. - S. Karthik Mukkavilli; Daniel Salles Civitarese; Johannes Schmude; Johannes Jakubik; Anne Jones; Nam Nguyen; Christopher Phillips; Sujit Roy; Shraddha Singh; Campbell D. Watson; Raghu K. Ganti; Hendrik F. Hamann; et al. (CoRR, 2023)

A 3D super-resolution of wind fields via physics-informed pixel-wise self-attention generative adversarial network. - Takuya Kurihana; Kyongmin Yeo; Daniela Szwarcman; Bruce Elmegreen; S. Karthik Mukkavilli; Johannes Schmude; Levente J. Klein (CoRR, 2023)

Geospatial Sampling by Maximizing Information Entropy. - Daiki Kimura; Naomi Simumba; Marcus Freitag; Johannes Schmude; Michiaki Tatsubori (IGARSS, 2024)

A Perspective on Foundation Models for the Electric Power Grid. - Hendrik F. Hamann; Thomas Brunschwiler; Blazhe Gjorgiev; Leonardo S. A. Martins; Alban Puech; Anna Varbella; Jonas Weiss; Juan Bernabé-Moreno; Alexandre Blondin Massé; Seong Choi; Ian T. Foster; Bri-Mathias S. Hodge; et al. (CoRR, 2024)

Prithvi WxC: Foundation Model for Weather and Climate. - Johannes Schmude; Sujit Roy; Will Trojak; Johannes Jakubik; Daniel Salles Civitarese; Shraddha Singh; Julian Kuehnert; Kumar Ankur; Aman Gupta; Christopher Phillips; Romeo Kienzler; Daniela Szwarcman; et al. (CoRR, 2024)

AI Foundation Model for Heliophysics: Applications, Design, and Implementation. - Sujit Roy; Talwinder Singh; Marcus Freitag; Johannes Schmude; Rohit Lal; Dinesha Hegde; Soumya Ranjan; Amy Lin; Vishal Gaur; Etienne Eben Vos; Rinki Ghosal; Badri Narayana Patro; et al. (CoRR, 2024)

Enhancing operational wind downscaling capabilities over Canada: Application of a Conditional Wasserstein GAN methodology. - Jorge Luis Guevara Diaz; Victor Nascimento; Johannes Schmude; Daniel Salles Civitarese; Simon Corbeil-Letourneau; Madalina Surcel; Dominique Brunet (CoRR, 2024)