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A parameter estimation method for chromatographic separation process based on physics-informed neural network

Vertaisarvioitu
Avoin saatavuus
DOI
10.1016/j.chroma.2024.465077
Zou Tao; Yajima Tomoyuki; Kawajiri Yoshiaki
Journal of Chromatography A2024

Uniform Physics Informed Neural Network Framework for Microgrid and its application in voltage stability analysis

Vertaisarvioitu
Avoin saatavuus
DOI
10.1109/ACCESS.2025.3527047
Feng, Renhai; Wajid, Khan; Faheem, Muhammad; Wang, Jiang; Subhan, Fazal E.; Bhutta, Muhammad Shoaib
IEEE Access2025

Improved Training of Physics-Informed Neural Networks with Model Ensembles

Vertaisarvioitu
Avoin saatavuus
DOI
10.1109/IJCNN54540.2023.10191822
Haitsiukevich, Katsiaryna; Ilin, Alexander
Proceedings of International Joint Conference on Neural Networks2023

Advances in physics-informed deep learning

Avoin saatavuus
Haitsiukevich, Katsiaryna
Aalto University2025

Physics-informed machine learning for grade prediction in froth flotation

Vertaisarvioitu
Avoin saatavuus
DOI
10.1016/j.mineng.2025.109297
Nasiri Abarbekouh, Mahdi; Iqbal, Sahel; Särkkä, Simo
Minerals Engineering2025

Modelling and analysis of hydraulic transients in water pipelines using physics-informed neural network

Vertaisarvioitu
Avoin saatavuus
DOI
10.1016/j.sciaf.2025.e02637
Mushumbusi, Philbert Felician; Leo, Judith; Chaudhari, Ashvin; Masanja, Verdiana Grace
Scientific African2025

ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

Vertaisarvioitu
Avoin saatavuus
Verma, Yogesh; Heinonen, Markus; Garg, Vikas
International conference on learning representations2024

Understanding Physics-Informed Neural Networks: Techniques, Applications, Trends, and Challenges

Vertaisarvioitu
Avoin saatavuus
DOI
10.3390/ai5030074
Farea, Amer; Yli-Harja, Olli; Emmert-Streib, Frank;
AI2024

Neural Network Based Clustering Algorithm.

Vertaisarvioitu
Törmä, Markus
Geodeettinen laitos1994

Neural network applications in bioprocesses

Zhu, Y.-H.
Helsinki University of Technology1995

A parameter estimation method for chromatographic separation process based on physics-informed neural network

Vertaisarvioitu
Avoin saatavuus
DOI
10.1016/j.chroma.2024.465077
2024

Uniform Physics Informed Neural Network Framework for Microgrid and its application in voltage stability analysis

Vertaisarvioitu
Avoin saatavuus
DOI
10.1109/ACCESS.2025.3527047
2025

Improved Training of Physics-Informed Neural Networks with Model Ensembles

Vertaisarvioitu
Avoin saatavuus
DOI
10.1109/IJCNN54540.2023.10191822
2023

Advances in physics-informed deep learning

Avoin saatavuus
2025

Physics-informed machine learning for grade prediction in froth flotation

Vertaisarvioitu
Avoin saatavuus
DOI
10.1016/j.mineng.2025.109297
2025

Modelling and analysis of hydraulic transients in water pipelines using physics-informed neural network

Vertaisarvioitu
Avoin saatavuus
DOI
10.1016/j.sciaf.2025.e02637
2025

ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs

Vertaisarvioitu
Avoin saatavuus
2024

Understanding Physics-Informed Neural Networks: Techniques, Applications, Trends, and Challenges

Vertaisarvioitu
Avoin saatavuus
DOI
10.3390/ai5030074
2024

Neural Network Based Clustering Algorithm.

Vertaisarvioitu
1994

Neural network applications in bioprocesses

1995