ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning. - Julia Kaltenborn; Charlotte E. E. Lange; Venkatesh Ramesh; Philippe Brouillard; Yaniv Gurwicz; Chandni Nagda; Jakob Runge; Peer Nowack; David Rolnick (NeurIPS, 2023)

Towards Causal Representations of Climate Model Data. - Julien Boussard; Chandni Nagda; Julia Kaltenborn; Charlotte Emilie Elektra Lange; Philippe Brouillard; Yaniv Gurwicz; Peer Nowack; David Rolnick (CoRR, 2023)

Causal Representation Learning in Temporal Data via Single-Parent Decoding. - Philippe Brouillard; Sébastien Lachapelle; Julia Kaltenborn; Yaniv Gurwicz; Dhanya Sridhar; Alexandre Drouin; Peer Nowack; Jakob Runge; David Rolnick (CoRR, 2024)

Causal Climate Emulation with Bayesian Filtering. - Sebastian Hickman; Ilija Trajkovic; Julia Kaltenborn; Francis Pelletier; Alex Archibald; Yaniv Gurwicz; Peer Nowack; David Rolnick; Julien Boussard (CoRR, 2025)