A novel approach based on the elastoplastic fatigue damage and machine learning models for life prediction of aerospace alloy parts fabricated by additive manufacturing by Zhan, Zhixin, Li, Hua

“…After that, the two commonly-used ML models including artificial neural network (ANN) and random forest (RF) are implemented to carry out fatigue life prediction. …”
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Highly precise modelling of resonant coils based on deep neural networks for wireless power transfer systems by Li, Zhaokun

“…Additionally, considering the data-fitting characteristics of AI algorithms, ANN and transfer learning is chosen to combine theoretical calculation data, FEA simulation data, and experimental measurement data, yielding a more accurate calculation model. …”
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Chebyshev Functional Link Neural Network-based modeling and experimental verification for photovoltaic arrays by Jiang, Lian Lian., Maskell, Douglas L., Patra, Jagdish C.

“…There are two basic approaches to build a model - use an analytical modeling technique or use an Artificial Neural Network (ANN) based method. However, both the analytical modeling technique and the traditional Multilayer Perceptron (MLP) model have some disadvantages. …”
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Robustness in stochastic filtering and maximum likelihood estimation for SDEs by Diehl, J, Friz, PK, Mai, H, Oberhauser, H, Riedel, S, Stannat, W

“…Our contribution (Crisan et al., Ann Appl Probab 23(5):2139–2160, 2013); Diehl et al., A Levy-area between Brownian motion and rough paths with applications to robust non-linear filtering and RPDEs (2013, arXiv:1301.3799; Diehl et al., Pathwise stability of likelihood estimators for diffusions via rough paths (2013, arXiv:1311.1061) changed to yes, in other words: well-posedness is restored, provided one is willing or able to regard observations as rough paths in the sense of T. …”

Influence of psychological and personal factors on predicting individual's thermal comfort in an office building using linear estimation and machine learning model by Muhammad Nafiz, Muhammad Nafiz, Shaikh Salim, Sheikh Ahmad Zaki, Nadarajah, Pravin Diliban, Singh, Manoj Kumar

“…For ML, training and evaluation have been done for five ML models: Artificial Neural Network (ANN), Support Vector Machine (SVM), Random Forest (RF), Decision Tree (DT), and K-Nearest Neighbour (KNN). …”

Design of a latching mechanism for perching UAVs by Koh, Martin Wei Xiang.

“…One solution is to learn from nature and get the UAVs to perch on objects like tree branches, like how birds often do that to rest. …”
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Biography of the Prophet / by Shaikh Abdullah Ibn Al-Shaikh Muhammad Ibn Abdul Wahab, author 654324, Sameh Strauch, translator 335908

“…Moreover, the burning issues of modern times like the rights of oppressed, liberation of the slaves, dignity of the women sufferings of the human beings along with the human brotherhood and league of nations have been dealt with thoroughly.…”

Conformable ultrasound breast patch for deep tissue scanning and imaging by Du, Wenya, Zhang, Lin, Suh, Emma, Lin, Dabin, Marcus, Colin, Ozkan, Lara, Ahuja, Avani, Fernandez, Sara, Shuvo, Ikra Iftekhar, Sadat, David, Liu, Weiguo, Li, Fei, Chandrakasan, Anantha P., Ozmen, Tolga, Dagdeviren, Canan

“…The in vitro studies and clinical trials reveal that the array using a piezoelectric crystal [Yb/Bi-Pb(In <jats:sub>1</jats:sub> <jats:sub>/2</jats:sub> Nb <jats:sub>1/2</jats:sub> )O <jats:sub>3</jats:sub> -Pb(Mg <jats:sub>1/</jats:sub> <jats:sub>3</jats:sub> Nb <jats:sub>2/3</jats:sub> )O <jats:sub>3</jats:sub> -PbTiO <jats:sub>3</jats:sub> ] (Yb/Bi-PIN-PMN-PT) exhibits a sufficient contrast resolution (~3 dB) and axial/lateral resolutions of 0.25/1.0 mm at 30 mm depth, allowing the observation of small cysts (~0.3 cm) in the breast. …”
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Piezoelectric single crystal based one-dimensional phased array for breast tissue imaging by Du, Wenya

“…In this thesis, I propose a conformable ultrasound breast patch (cUSBr-Patch) consisting of a one-dimensional (1D) phased array and a nature-inspired patch design, which offers large-area, deep tissue scanning and multi-angle, repeatable breast imaging while avoiding the drawbacks of conventional ultrasound imaging technologies. I used a Yb/Bi-doped PIN-PMN-PT single crystal as the active element due to its superior piezoelectric properties (d33 = 2,800 pC/N, εr = 7,000, k33 = 0.93). …”
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Analysis and design of voltage regulator by Zhu, Peng

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Ferromagnetic copper-doped ZnO for spintronics by Herng, Tun Seng

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Solving nondeterministic polynomial complete problems optically and the design of its light source by Zheng, Mengying.

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Development of a generic framework for dynamic website design by Huang, Dongli

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Development of an intelligent building energy management system by Than, Kyaw Aung

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Impact of pyridyl moieties on the inhibitory properties of prominent acyclic metal chelators against metallo-β-lactamase-producing Enterobacteriaceae : investigating the molecular... by Sosibo, Sphelele C., Somboro, Anou M., Amoako, Daniel G., Osei Sekyere, John, Bester, Linda A., Ngila, Jane C., Sun, Darren Delai, Kumalo, Hezekiel M.

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An artificial neural network model for multi-flexoelectric actuation of plates by Fan, Mu, Yu, Pengcheng, Xiao, Zhongmin

“…Case studies showed that the flexoelectricity induced stress mainly concentrate near the probe, the size and shape of the flexoelectric patch have limited effect on the actuation, hence, only the actuator positions were choosing as the input of the ANN model. Using the prediction of the neural network model, the driving effect of a large number of actuators at different positions can be quickly obtained, and the optimal position of the actuator can be analyzed more accurately.…”
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Optimizing fundamental design of soft magnetic layer to improve the energy conversion efficiency of airport pavement induction heating by Chen, Feng, Li, Yue, Gu, Gonghui, Han, Chengjia, Ma, Tao

“…Artificial neural network (ANN) method was adopted to constructed the prediction model of the heat flux within heat generation layer considering the influence of magnetic permeability, thickness and position of soft magnetic layer and the external excitation, which provides application support for the soft magnetic layer design. …”
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Trends and Determinants of Location of Death Due to Colorectal Cancer in the United States by Sonal, Swati, Jain, Bhav, Bajaj, Simar S., Dee, Edward C., Boudreau, Chloe, Cusack, James C., Kunitake, Hiroko, Goldstone, Robert, Bordeianou, Liliana G., Cauley MD, Christy E., Francone, Todd D., Ricciardi, Rocco, Qadan, Motaz, Berger, David L.

“…Relative to White decedents, Black, Asian, and American Indian/Alaska Native decedents were less likely to die at home and in hospice compared with hospitals. …”
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Cryo-EM structure and evolutionary history of the conjugation surface exclusion protein TraT by Seddon, C, David, S, Wong, JLC, Ishimoto, N, He, S, Bradshaw, J, Low, WW, Frankel, G, Beis, K

“…Following transfer of IncF-like plasmids, recipients become refractory to a second wave of conjugation with the same plasmid via entry (TraS) and surface (TraT) exclusion mechanisms. …”

Actively mode-locked fiber lasers for high speed telecommunication systems by Lam, Quoc Huy

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