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Physics-augmented neural networks for constitutive modeling: training with the modified Constitutive Relation Error

• Authors : Benady, Antoine; Baranger, Emmanuel; Chamoin, Ludovic ...

Subjects: Modified constitutive relation error; Physics-augmented neural networks; Data assimilationGif-sur-Yvette; France

• Source: MORTech 2023 – 6th International Workshop on Model Reduction Techniques ; https://hal.science/hal-04361330 ; MORTech 2023 – 6th International Workshop on Model Reduction Techniques, Nov 2023,

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Evaluation results of all methods for modeling the Brithwt dataset: Model fit R 2 , root mean square error ( RMSE ) and mean absolute error ( MAE ).

• Authors : Dongsheng Li; Chunyan Pan; Jing Zhao

Subjects: Science Policy; Biological Sciences not elsewhere classified; Mathematical Sciences not elsewhere classified

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Evaluating SSAM error in lung space volume compared to ground truth lungs from the LUNA16 dataset.

• Authors : Josh Williams; Haavard Ahlqvist; Alexander Cunningham

Subjects: Medicine; Cell Biology; Space Science

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Effects of sizes on operation performance (operation time, error rate, accuracy) and workload in click experiments.

• Authors : Xiaoli Wang; Wei Guo; Zhenwei Zhong

Subjects: Biophysics; Sociology; Science Policy

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Gross error determination according to employed off-line correction protocol.

• Authors : Rashid Mussa Mruma; Nazima Dharsee; Christina Vallen Malichewe

Subjects: Biochemistry; Medicine; Cell Biology

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Measurement error.

• Authors : Xiaoge Fu; Han Li; Zhijiang Zuo

Subjects: Biochemistry; Biotechnology; Science Policy

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Comparing the error-index ISE of LQR and adaptive control in synchronization of the 4D-hyperchaotic system for different percentages of uncertainty.

• Authors : Talal Bonny; Wafaa Al Nassan; Aceng Sambas

Subjects: Space Science; Biological Sciences not elsewhere classified; Mathematical Sciences not elsewhere classified

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Comparing the error-index ISE of LQR and adaptive control in synchronization of the 3-D chaotic system for different percentages of uncertainty.

• Authors : Talal Bonny; Wafaa Al Nassan; Aceng Sambas

Subjects: Space Science; Biological Sciences not elsewhere classified; Mathematical Sciences not elsewhere classified

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Curves of attitude error with heading changed slowly.

• Authors : Wei Sun; Heng Huang; Peilun Sun

Subjects: Medicine; Sociology; Science Policy

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Curves of attitude error with heading changed abruptly.

• Authors : Wei Sun; Heng Huang; Peilun Sun

Subjects: Medicine; Sociology; Science Policy

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