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Journal Articles
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Cell discharge capacity trajectories for the 169 LFP cells in the two open-...
Published Online: November 24, 2022
Fig. 2 Cell discharge capacity trajectories for the 169 LFP cells in the two open-source datasets More
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Forecast of battery capacity with a snapshot of the uncertainty in RUL for ...
Published Online: November 24, 2022
Fig. 4 Forecast of battery capacity with a snapshot of the uncertainty in RUL for all the models More
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Confidence level calibration curves comparing the uncertainty estimation pe...
Published Online: November 24, 2022
Fig. 5 Confidence level calibration curves comparing the uncertainty estimation performance of five models on the battery dataset. Perfect uncertainty quantification follows y = x . More
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Variation of the three model weights for DIEn and DSDEn for the battery dat...
Published Online: November 24, 2022
Fig. 6 Variation of the three model weights for DIEn and DSDEn for the battery dataset. The vertical black lines indicate the cutoffs separating one stage from another. More
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Confidence level calibration curves comparing the uncertainty estimation pe...
Published Online: November 24, 2022
Fig. 7 Confidence level calibration curves comparing the uncertainty estimation performance of each model on the battery dataset. Perfect uncertainty quantification follows y = x . More
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Variation of the three model weights for DIEn and DSDEn model for the beari...
Published Online: November 24, 2022
Fig. 8 Variation of the three model weights for DIEn and DSDEn model for the bearing dataset. The vertical black lines indicate the cutoffs separating one stage from another. More
Journal Articles
Journal Articles
Journal Articles
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Different stages in the construction of microstructures. The microtiles, de...
Published Online: November 22, 2022
Fig. 3 Different stages in the construction of microstructures. The microtiles, defined in the unit cube, are placed into the parametric domain of the individual elements of the deformation function resulting in the microstructure by composition: ( a ) microtile definition on unit cube M , ( b ) ... More
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Refinement of existing elements via knot insertion to influence distributio...
Published Online: November 22, 2022
Fig. 4 Refinement of existing elements via knot insertion to influence distribution of microtiles. The upper image consists of a cubic B-spline with an open knot vector from 0 to 1 and no internal knots. Additional knots were inserted into the lower microstructures at ξ = 0.3 and ξ = 0.7. The ... More
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Microstructure constructed by a rectangular cross microtile composed in lin...
Published Online: November 22, 2022
Fig. 5 Microstructure constructed by a rectangular cross microtile composed in linear cuboid deformation function. Tile thickness parametrized by a scalar ( T : R 3 → R 1 ) cubic B-spline with 3 × 6 × 2 control points and open uniform knot vector; higher values in dar... More
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Comparison of the different objective functions. The minimum parameter valu...
Published Online: November 22, 2022
Fig. 7 Comparison of the different objective functions. The minimum parameter values are shown for each graph respectively. More
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