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Solubility of CH<sub>4</sub> in seven pure ILs at a temperature of 273.15 K...
Published: March 2023
FIG. 3.6 Solubility of CH4 in seven pure ILs at a temperature of 273.15 K. Lines, results predicted by the Mod. UNIFAC-Lei model; scattered points, experimental data. (red up triangle) [EMIM][BF4]; (black square box) [BMIM][PF6]; (green down triangle) [BMIM][BF4]; (blue circle) [OMIM][PF6]; (magenta star) [BMIM][Tf2N]; (blue diamond) [OMIM][BF4]; (white square box) [OMIM][Tf2N]. Reprinted with permission from Yu et al., Ind. Eng. Chem. Res. 57 (20), 7064–7076 (2018b). Copyright 2018 American Chemical Society. More about this image found in Solubility of CH4 in seven pure ILs at a temperature of 273.15 K...
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The training and validation errors of the DP model: the <span class="search-highlight">square</span> root of loss...
Published: January 2023
FIG. 6.2 The training and validation errors of the DP model: the square root of loss for training (solid yellow) and validation (dashed yellow), root mean square errors (RMSEs) in force for training (solid blue) and validation (dashed blue), and RMSEs in energy for training (solid grey) and valida... More about this image found in The training and validation errors of the DP model: the square root of loss...
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Solubility of CH<sub>4</sub> in pure [BMIM][PF<sub>6</sub>] (a), [OMIM][PF...
Published: March 2023
FIG. 3.5 Solubility of CH4 in pure [BMIM][PF6] (a), [OMIM][PF6] (b), [EMIM][BF4] (c), [BMIM][BF4] (d), [OMIM][BF4] (e), [BMIM][Tf2N] (f), and [OMIM][Tf2N] (g) at different temperatures. Lines, results predicted by the Mod. UNIFAC-Lei model; scattered points, experimental data. (black square box) 353.15 K; (red circle) 333.15 K; (green up triangle) 313.15 K; (blue down triangle) 293.15 K; (rose square box) 273.15 K; (blue circle) 258.15 K; (purple triangle) 243.15 K. Reprinted with permission from Yu et al., Ind. Eng. Chem. Res. 57 (20), 7064–7076 (2018b). Copyright 2018 American Chemical Society. More about this image found in Solubility of CH4 in pure [BMIM][PF6] (a), [OMIM][PF...
Images
Solubility of CH<sub>4</sub> in pure [BMIM][PF<sub>6</sub>] (a), [OMIM][PF...
Published: March 2023
FIG. 3.5 Solubility of CH4 in pure [BMIM][PF6] (a), [OMIM][PF6] (b), [EMIM][BF4] (c), [BMIM][BF4] (d), [OMIM][BF4] (e), [BMIM][Tf2N] (f), and [OMIM][Tf2N] (g) at different temperatures. Lines, results predicted by the Mod. UNIFAC-Lei model; scattered points, experimental data. (black square box) 353.15 K; (red circle) 333.15 K; (green up triangle) 313.15 K; (blue down triangle) 293.15 K; (rose square box) 273.15 K; (blue circle) 258.15 K; (purple triangle) 243.15 K. Reprinted with permission from Yu et al., Ind. Eng. Chem. Res. 57 (20), 7064–7076 (2018b). Copyright 2018 American Chemical Society. More about this image found in Solubility of CH4 in pure [BMIM][PF6] (a), [OMIM][PF...
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(a) Multi-frame averaged STEM image of silicon measured with [110] zone axi...
Published: March 2023
FIG. 5.14 (a) Multi-frame averaged STEM image of silicon measured with [110] zone axis and histogram of inter-atomic distance along the (b) x and (c) y direction ( Yankovich et al., 2014 ). The scale bar in (a) is 400 pm. The error bars in (b) and (c) are the square root of the frequency, the curves are the best-fit normal distributions, and σ represents the standard deviations. Reproduced with permission from Yankovich et al., Nat. Commun. 5 , 4155 (2014). Copyright 2014 Springer Nature. More about this image found in (a) Multi-frame averaged STEM image of silicon measured with [110] zone axi...
Book Chapter
Series: AIPP Books, Principles
Published: November 2022
10.1063/9780735424470_008
EISBN: 978-0-7354-2447-0
ISBN: 978-0-7354-2444-9
..., 2020 ). The path to modern neurostimulators was eased with the introduction of intracellular electrodes and the use of square pulses in the 1930s. In the 1950s, cardiac pacemakers were developed by—albeit with external cables, initially—spearheading therapeutic electrical stimulator technology...
Book Chapter
Series: AIPP Books, Principles
Published: March 2023
0
EISBN: 978-0-7354-2561-3
ISBN: 978-0-7354-2560-6
....2017.01.009 Bouselham , L. , Rabhi , A. , Hajji , B. , and Mellit , A. , “ Photovoltaic array reconfiguration method based on fuzzy logic and recursive least squares: An experimental validation ,” Energy   232 , 121107 ( 2021 ). 10.1016/j.energy.2021.121107 Deitsch , S...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425712_019
EISBN: 978-0-7354-2571-2
ISBN: 978-0-7354-2568-2
... Introductory College 2-tier MCT R36 Quantum Mechanics Concept Assessment (QMCA) Wave functions, Measurement, time dependence, probability, infinite square well, 1D tunneling, energy levels, spins Intro college, University, Graduate level MCT R37 Quantum Mechanics Conceptual Survey (QMCS) Wave...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_010
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... and advancement in machine learning algorithms have accelerated the growth of data-driven modeling. Some of the popular data-driven modeling frameworks are developed based on the techniques of latent variable modeling using principal component analysis (PCA) and partial least squares (PLS), regression modeling...
Book Chapter
Series: AIPP Books, Principles
Published: March 2023
0
EISBN: 978-0-7354-2561-3
ISBN: 978-0-7354-2560-6
... ). 10.1016/j.solener.2012.06.004 Toledo , F. , Blanes , J. , and Galiano , V. , “ Two-step linear least-squares method for PV single-diode model parameters extraction ,” IEEE Trans. Ind. Electron.   65 ( 8 ), 6301 – 6308 ( 2018 ). 10.1109/TIE.2018.2793216 Tsai , H. , Tu , C...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_012
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... Here, a novel model-based feedback control system is designed to minimize the squared deviation of the average fracture width at the end of pumping from its set-point value. The proposed model-based feedback controller is formulated in the following form: (12.18a) min C s t a g e...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
...) ( Sadaghiani and Pollock, 2015 ) Level: University Infinite square potential well 1D tunneling Spin ½ and spin 1 particles Specific and generic observables measurement processes Measurement process Time independence/dependence of state (wave function), expectation value, probability...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425514_024
EISBN: 978-0-7354-2551-4
ISBN: 978-0-7354-2548-4
... is the distance between the cluster centers. To identify the optimal number of clusters, a scree plot like that shown in Fig. 24.4 can be used. The scree diagram plots the remaining error sum of squares against the number of clusters. A weak “knee” is visible at two clusters. One can also examine the dendrogram...
Book Chapter
Series: AIPP Books, Principles
Published: March 2023
10.1063/9780735425613_001
EISBN: 978-0-7354-2561-3
ISBN: 978-0-7354-2560-6
... detailed model for PV panels ,” Sol. Energy   86 ( 9 ), 2695 – 2706 ( 2012 ). 10.1016/j.solener.2012.06.004 Toledo , F. , Blanes , J. , and Galiano , V. , “ Two-step linear least-squares method for PV single-diode model parameters extraction ,” IEEE Trans. Ind. Electron.   65 ( 8...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_003
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
.... (black square box) 353.15 K; (red circle) 333.15 K; (green up triangle) 313.15 K; (blue down triangle) 293.15 K; (rose square box) 273.15 K; (blue circle) 258.15 K; (purple triangle) 243.15 K. Reprinted with permission from Yu et al., Ind. Eng. Chem. Res. 57 (20), 7064–7076 (2018b...
Book Chapter
Series: AIPP Books, Methods
Published: March 2023
10.1063/9780735425743_009
EISBN: 978-0-7354-2574-3
ISBN: 978-0-7354-2572-9
... for ℓ = 0, and the second term is a parameter regularization term. One choice of the function ℓ( · ) is the standard squared prediction error. Under the one-step PEM approach, the parameter estimate θ one-step ∗ is the minimizer of the loss function ( 9.10 ). The parameter estimation problem...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_008
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
... Infinite square potential well 1D tunneling Spin ½ and spin 1 particles Specific and generic observables measurement processes Measurement process Time independence/dependence of state (wave function), expectation value, probability Normalization condition Energy eigenstates...
Book Chapter
Series: AIPP Books, Principles
Published: March 2023
10.1063/9780735425590_005
EISBN: 978-0-7354-2559-0
ISBN: 978-0-7354-2556-9
.... The maximum value of Tc is obtained when the CuO2 plane becomes a square, and its lattice constant is close to 0.385 nm. It is suggested that a tetragonal structure with a lattice constant of 0.385 nm is the optimum condition for the highest...
Book Chapter
Series: AIPP Books, Professional
Published: March 2023
10.1063/9780735425477_012
EISBN: 978-0-7354-2547-7
ISBN: 978-0-7354-2544-6
... as another mechanism. Specifically, he documented several cases where the participants modified or transformed aspects of the target of the analogy, i.e., the original problem (e.g., square instead of circular coils). At the time, there was a consensus that the source of the analogy already resides in memory...