Dimitrios C. Kyritsis

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Maximum Likelihood Estimation

Machine Learning Models

Infrared Images

Top Venues

Publications

Ruiyuan Kang, Tingting Mu, Panagiotis Liatsis, Dimitrios C. Kyritsis
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation. NeurIPS (2023)
Ruiyuan Kang, Tingting Mu, Panos Liatsis, Dimitrios C. Kyritsis
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation. CoRR (2023)
Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis
EEE, Remediating the failure of machine learning models via a network-based optimization patch. CoRR (2023)
Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis
Self-Validated Physics-Embedding Network: A General Framework for Inverse Modelling. CoRR (2022)
Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis
Spatially-resolved Thermometry from Line-of-Sight Emission Spectroscopy via Machine Learning. CoRR (2022)
Ruiyuan Kang, Panos Liatsis, Dimitrios C. Kyritsis
Realizing Flame State Monitoring with Very Few Visual or Infrared Images via Few-Shot Learning. CoRR (2022)