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Dimitrios C. Kyritsis

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Conference and Workshop Papers

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2023
[c1]
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  - conf/nips/KangMLK23
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Ruiyuan Kang, Tingting Mu, Panagiotis Liatsis, Dimitrios C. Kyritsis:
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation. NeurIPS 2023

Informal and Other Publications

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2023
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  - journals/corr/abs-2304-11321
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Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis:
EEE, Remediating the failure of machine learning models via a network-based optimization patch. CoRR abs/2304.11321 (2023)
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  - journals/corr/abs-2309-13985
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Ruiyuan Kang, Tingting Mu, Panos Liatsis, Dimitrios C. Kyritsis:
Physics-Driven ML-Based Modelling for Correcting Inverse Estimation. CoRR abs/2309.13985 (2023)
2022
[i3]
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  - journals/corr/abs-2210-06071
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Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis:
Self-Validated Physics-Embedding Network: A General Framework for Inverse Modelling. CoRR abs/2210.06071 (2022)
[i2]
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  - journals/corr/abs-2210-07845
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Ruiyuan Kang, Panos Liatsis, Dimitrios C. Kyritsis:
Realizing Flame State Monitoring with Very Few Visual or Infrared Images via Few-Shot Learning. CoRR abs/2210.07845 (2022)
[i1]
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  - journals/corr/abs-2212-07836
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Ruiyuan Kang, Dimitrios C. Kyritsis, Panos Liatsis:
Spatially-resolved Thermometry from Line-of-Sight Emission Spectroscopy via Machine Learning. CoRR abs/2212.07836 (2022)

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