Results 191 to 200 of about 8,808,141 (242)
Scandium (Sc)‐doped AlCoCrFeMo HEA coatings are fabricated via flame spraying with 0.1, 0.3, and 0.5 wt% Sc additions. Among these, the HEA‐Sc0.3 coating exhibits the highest corrosion resistance, indicated by a more positive corrosion potential and lower current density.
Pankaj Kumar +7 more
wiley +1 more source
Low‐voltage FIB‐SEM tomography combined with a image preprocessing pipeline improves phase contrast and enables reliable machine‐learning segmentation of conductive networks in lithium‐ion battery electrodes. Structural descriptors are extracted from segmented images, done semimanually and automated, and compared.
Lisa Beran +6 more
wiley +1 more source
Guest editorial: Total least squares and errors-in-variables modeling
Van Huffel, S. +3 more
core +1 more source
This study applies machine learning regression to predict chromium layer thickness in decorative trivalent chromium electroplating, using 441 experiments from laboratory‐scale (1L) and pilot‐scale (14L) setups. Tree‐based models, particularly CatBoost, outperformed linear regression by capturing nonlinear parameter interactions (R2$R^2$ up to 0.77 ...
Christoph Baumer +4 more
wiley +1 more source
New AI‐Assisted Approach for Expanding the Solution Space: Application to Lattice Structure Design
This work introduces an innovative framework for designing structured materials by ex panding the design space through reparameterization of qualitative variables into continuous structural descriptors. Combined with machine‐learning‐based prediction and multi‐objective optimization, the approach enables the discovery of novel lattice architectures ...
G. H. Gahimbare +5 more
wiley +1 more source
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Collinearity and Total Least Squares
SIAM Journal on Matrix Analysis and Applications, 1994The least squares (LS) and total least squares (TLS) methods are commonly used to solve the overdetermined system of equations \(Ax\approx b\). The main objective of this paper is to examine TLS when \(A\) is nearly rank deficient by outlining its differences and similarities to the well-known truncated LS method.
Ricardo D. Fierro, James R. Bunch
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On the equivalence of constrained total least squares and structured total least squares
IEEE Transactions on Signal Processing, 1996Several extensions of the total least squares (TLS) method that are able to calculate a structured rank deficient approximation of a data matrix have been developed. The main result of this article is the demonstration of the equivalence of two of these approaches, namely, the constrained total least squares (CTLS) approach and the structured total ...
Philippe Lemmerling +2 more
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Incomplete total least squares
Numerische Mathematik, 1999Total least squares (TLS) are fitting data points with some model function such that the sum of squared orthogonal distances is minimized. The authors consider situations where the model is such that there might be no perpendiculars from certain data points onto the model function and where one has to replace certain orthogonal distances by shortest ...
K. Brüntjen, Helmuth Späth
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Constrained total least squares
ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005The Total Least Squares (TLS) method is a generalized least square technique to solve an overdetermined system of equations Ax\simeqb . The TLS solution differs from the usual Least Square (LS) in that it tries to compensate for arbitrary noise present in both A and b .
Theagenis J. Abatzoglou, Jerry M. Mendel
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On the recursive total least-squares
1997 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2002In this paper, by exploiting the total least-square (TLS) closed-form solution and using state-space structure in Krein space, we show that the solution of the TLS problems can be computed via the recursive Kalman filtering algorithm. This makes it possible to use the TLS for real-time applications.
Cuong Pham 0005, Tokunbo Ogunfunmi
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