Publications |https://thibaut-germain.github.io/publications/PublicationsHugoBlox Kit (https://hugoblox.com)en-usMon, 28 Sep 2026 00:00:00 +0000https://thibaut-germain.github.io/media/site-icon-512.pngPublicationshttps://thibaut-germain.github.io/publications/Multi-Task Learning of Conditional Mean Operators: applications to dynamical systems and uncertainty quantificationhttps://thibaut-germain.github.io/publications/multi-task-conditional-mean-operators/Mon, 28 Sep 2026 00:00:00 +0000https://thibaut-germain.github.io/publications/multi-task-conditional-mean-operators/A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systemshttps://thibaut-germain.github.io/publications/spectral-grassmann-iclr/Thu, 01 Jan 2026 00:00:00 +0000https://thibaut-germain.github.io/publications/spectral-grassmann-iclr/Discovering Multiple Subdimensional Motifs in Multivariate Time Serieshttps://thibaut-germain.github.io/publications/subdimensional-motifs/Thu, 01 Jan 2026 00:00:00 +0000https://thibaut-germain.github.io/publications/subdimensional-motifs/Geometric Dictionary Learning of Dynamical Systems with Optimal Transporthttps://thibaut-germain.github.io/publications/geometric-dictionary-learning/Thu, 01 Jan 2026 00:00:00 +0000https://thibaut-germain.github.io/publications/geometric-dictionary-learning/An α7 nicotinic and GABA_B receptor-mediated pathway controls acetylcholine release in the tripartite neuromuscular junctionhttps://thibaut-germain.github.io/publications/alpha7-nicotinic-gabab-pathway/Wed, 01 Jan 2025 00:00:00 +0000https://thibaut-germain.github.io/publications/alpha7-nicotinic-gabab-pathway/Time series motif discovery: a comprehensive evaluationhttps://thibaut-germain.github.io/publications/time-series-motif-discovery-evaluation/Wed, 01 Jan 2025 00:00:00 +0000https://thibaut-germain.github.io/publications/time-series-motif-discovery-evaluation/Time Series Representations with Hard-Coded Invarianceshttps://thibaut-germain.github.io/publications/hard-coded-invariances/Wed, 01 Jan 2025 00:00:00 +0000https://thibaut-germain.github.io/publications/hard-coded-invariances/Interactive motif discovery in time series with persistent homologyhttps://thibaut-germain.github.io/publications/interactive-motif-discovery/Mon, 01 Jan 2024 00:00:00 +0000https://thibaut-germain.github.io/publications/interactive-motif-discovery/Linear-trend normalization for multivariate subsequence similarity searchhttps://thibaut-germain.github.io/publications/linear-trend-normalization/Mon, 01 Jan 2024 00:00:00 +0000https://thibaut-germain.github.io/publications/linear-trend-normalization/OVD-SaaS: Online Verifiable Data Science as a Service, an architecture of microservices for industrial artificial-intelligence applications: Architecture and study caseshttps://thibaut-germain.github.io/publications/ovd-saas/Mon, 01 Jan 2024 00:00:00 +0000https://thibaut-germain.github.io/publications/ovd-saas/Pattern detection and shape analysis for physiological timeserieshttps://thibaut-germain.github.io/publications/pattern-detection-shape-analysis-thesis/Mon, 01 Jan 2024 00:00:00 +0000https://thibaut-germain.github.io/publications/pattern-detection-shape-analysis-thesis/Persistence-based motif discovery in time serieshttps://thibaut-germain.github.io/publications/persistence-based-motif-discovery/Mon, 01 Jan 2024 00:00:00 +0000https://thibaut-germain.github.io/publications/persistence-based-motif-discovery/Shape analysis for time serieshttps://thibaut-germain.github.io/publications/shape-analysis-for-time-series/Mon, 01 Jan 2024 00:00:00 +0000https://thibaut-germain.github.io/publications/shape-analysis-for-time-series/Détection non supervisée de motifs sur séries temporelleshttps://thibaut-germain.github.io/publications/detection-non-supervisee-motifs/Sun, 01 Jan 2023 00:00:00 +0000https://thibaut-germain.github.io/publications/detection-non-supervisee-motifs/Unsupervised classification of plethysmography signals with advanced visual representationshttps://thibaut-germain.github.io/publications/plethysmography-advanced-visual-representations/Sun, 01 Jan 2023 00:00:00 +0000https://thibaut-germain.github.io/publications/plethysmography-advanced-visual-representations/Approches non-supervisées et non-linéaires pour l’analyse de signaux de pléthysmographiehttps://thibaut-germain.github.io/publications/approches-plethysmographie/Sat, 01 Jan 2022 00:00:00 +0000https://thibaut-germain.github.io/publications/approches-plethysmographie/Unsupervised study of plethysmography signals through DTW clusteringhttps://thibaut-germain.github.io/publications/plethysmography-dtw-clustering/Sat, 01 Jan 2022 00:00:00 +0000https://thibaut-germain.github.io/publications/plethysmography-dtw-clustering/