Catégorie
Conferences / Workshops
Date de tri

2nd International Workshop on Artificial Intelligence and Augmented Engineering (AIAE’22)

Bandeau image

2nd International Workshop on Artificial Intelligence and Augmented Engineering (AIAE’22)

  • Events on the same topic
Lieu de l'événement
Inria Saclay, Palaiseau
Date de l'événement (intitulé)
December 1st, 2022
Chapo
Following the successful first edition in 2021, starting as an echo of the IA2 Program at IRT SystemX, the second workshop will feature keynote presentations, and will allow researchers to present their most recent works.
Contenu
Corps de texte

The Deep Learning revolution over the last decade has progressively invaded all fields of digital science and is gradually establishing itself as a complement to physical and knowledge-based models at all stages of modeling, simulation, optimization and control of complex systems.

Contributed presentations are solicited, covering various topics in the field, including but not limited to the following:

  • Handling and explaining the massive output data of heavy numerical simulations
  • Accelerating numerical simulations with Deep / Machine Learning
  • Improving the accuracy or the robustness of simulations with Machine Learning
  • Learning to solve ODEs and PDEs
  • Discovering mechanistic/behavioral models from data
  • Incorporating physical constraints in Deep Learning
  • Providing support in augmented decision making for complex systems
  • New Human-Computer Interactions
  • Symbolic and Numerical AI hybridization
  • Natural language processing techniques based on IA
  • Hybridization of deep learning with symbolic artificial intelligence
  • Knowledge extraction and reasoning techniques from heterogeneous data
  • Ontology and knowledge graph alignment
  • Stream processing and reasoning (video and textual data)

Abstract submission deadline: November 4th 2022.

Scientific committee:

  • Patrice Aknin (IRT SystemX)
  • Faicel Chamroukhi (IRT SystemX)
  • Eric Duceau (ENPC)
  • Céline Hudelot (CentraleSupélec)
  • Mostepha Khouadjia (IRT SystemX)
  • Juliette Mattioli (Thales Group)
  • Marc Schoenauer (Inria)
  • Mouadh Yagoubi (IRT SystemX)
Events on the same topic
Bandeau image
fleche
Catégorie
Conferences / Workshops
Date de l'événement (intitulé)
April 17 to 21, 2023
Chapo
The symposium "When Causal Inference meets Statistical Analysis" aims to encourage and highlight new approaches to the challenges of causal inferences, causal discovery and causal analysis in machine learning.