Katharina Ensinger
4 papers · 2023–2026 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
Top co-authors
Keywords
dynamical system
(4)
gaussian process
(2)
recurrent neural network
(2)
exact inference
(1)
continuous time
(1)
recurrent model
(1)
frequency domain
(1)
long-term prediction
(1)
hybrid modeling
(1)
latent state
(1)
continuous-time dynamics
(1)
black-box simulator
(1)
numerical integrator
(1)
dynamics model learning
(1)
dynamical system modeling
(1)
physics-based simulation
(1)
complementary filter
(1)
short-term prediction
(1)
irregular time step
(1)
structure learning
(1)
Papers
Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis
AAAI 2026
Exact Inference for Continuous-Time Gaussian Process Dynamics
AAAI 2024
Learning Hybrid Dynamics Models with Simulator-Informed Latent States
AAAI 2024
Combining Slow and Fast: Complementary Filtering for Dynamics Learning
AAAI 2023