Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting. - Christian Klötergens; Vijaya Krishna Yalavarthi; Maximilian Stubbemann; Lars Schmidt-Thieme (ECML/PKDD (4), 2024)

Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time-Series Forecasting Based on Biological ODEs. - Christian Klötergens; Vijaya Krishna Yalavarthi; Randolf Scholz; Maximilian Stubbemann; Stefan Born; Lars Schmidt-Thieme (ICLR, 2025)

IMTS-Mixer: Mixer-Networks for Irregular Multivariate Time Series Forecasting. - Christian Klötergens; Tim Dernedde; Lars Schmidt-Thieme (CoRR, 2025)