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hal-01840472v1  Conference papers
Ankit ChiplunkarEmmanuel RachelsonMichele ColomboJoseph Morlier. Sparse Physics-based Gaussian Process for Multi-output Regression using Variational Inference
International Conference on Pattern Recognition Applications and Methods, Feb 2016, Rome, Italy. pp.437-445, ⟨10.5220/0005700504370445⟩
hal-01828749v1  Conference papers
Ankit ChiplunkarMichele ColomboEmmanuel RachelsonJoseph Morlier. Adding Flight Mechanics to Flight Loads Surrogate Model using Multi-Output Gaussian Processes
17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, AIAA AVIATION Forum, Jun 2016, Washington, United States. pp.1-11
hal-01828724v1  Conference papers
Ankit ChiplunkarJoseph Morlier. Operational Modal Analysis in Frequency Domain using Gaussian Mixture Models
The 35th International Modal Analysis Conference (IMAC XXXV), Jan 2017, Los Angeles, United States. pp.47-53
hal-01828716v1  Conference papers
Ankit ChiplunkarElisa BoscoJoseph Morlier. Gaussian Process for Aerodynamic Pressures Prediction in Fast Fluid Structure Interaction Simulations
12th World Congress on Structural and Multidisciplinary Optimization, Jun 2017, Braunschweig, Germany. pp.221-233
hal-01555401v1  Poster communications
Ankit ChiplunkarEmmanuel RachelsonMichele ColomboJoseph Morlier. Identification of Physical Parameters Using Change-Point Kernels
Society for Industrial and Applied Mathematics, Uncertainty Quantification, 2016, Apr 2016, Lausanne, Switzerland. 2016