... between the identified local SINDy models and their corresponding training datasets. Finally, the DNN is tested and implemented for real-time prediction purposes. Whenever a model update is desired in real-time, the DNN provides an updated SINDy model based on the current operating conditions...

..., the primary control objective is to ensure that the closed-loop system is stable. In addition, it is desirable that the operation of the process optimizes the economic performance. The economic performance at a specific time instant t may be modeled as a performance index: ℓ_e...

... ( 4 ), 357 – 364 ( 2008 ). 10.5951/jresematheduc.39.4.0357 Heimlich , J. E. , STEM of Desire ( Brill Sense , 2019 ), pp. 161 – 176 . Hestenes , D.   et al. , Phys. Teacher   30 ( 3 ), 141 – 158 ( 1992 ). 10.1119/1.2343497 Hughes , G. , Gender Educ.   13 ( 3...

... termination of the process, and (c) the desired propped fracture geometry maximizing the overall productivity of the wells ( Ahn et al., 2019 ; and Siddhamshetty et al., 2019 , 2020 ). There is no doubt that the digital transformation is revolutionizing the O&G industry, as a deluge...

... that were taken (active learning/interactive engagement) to transform the students to a desired final state, S_f, through a process in which they are actively engaged in the different arenas in which they develop. A major guiding question is: How can interactions be designed that would...

... versus carbon dioxide can also be important in considering the use of one compared to the other [e.g., using CO₂ may be desirable in locations in the United States with limited water ( Pruess and Spycher, 2009 ) or for sequestration reasons ( Buscheck et al., 2016...

... ( 4 ), 357 – 364 ( 2008 ). 10.5951/jresematheduc.39.4.0357 Heimlich , J. E. , STEM of Desire ( Brill Sense , 2019 ), pp. 161 – 176 . Hestenes , D.   et al. , Phys. Teacher   30 ( 3 ), 141 – 158 ( 1992 ). 10.1119/1.2343497 Hughes , G. , Gender Educ.   13 ( 3...

... to retain the structural stability of the pulp fibers while attaining the desired Kappa number ( Choi and Kwon, 2019a , 2019b ; and Jung et al., 2022 ). To attain this objective, a detailed picture of the delignification process and the evolving fiber morphology is required. The modern...

... models that share similar backgrounds but since the issue of underrepresentation is further exacerbated in faculty representation, this student desire is often not met. Such student experiences are shaped by institutional structures. As argued in the literature, a system approach is needed to tackle many...

... phenomena. Alternatively, a researcher may use the frequencies of the codes themselves to make descriptive statements; examples are given below. Sometimes, a descriptive model is the researcher's desired final outcome. The utility of such research is exemplified by Walsh et al. (2007) , who...

... reason to support their teammates for the purpose of earning a desirable grade. It is also possible, as the social cohesion framework puts it, that individuals are genuinely interested in helping others. Or, as suggested by the cognitive elaboration theory, when students engage in peer work, not only...

... any desired flux distribution. The first stage involved heliostat activation and aiming point selection. The second stage involved fine-tuning the aiming points of active heliostats. To deal with uncertainties, particularly those that arise in the sun-tracking mode ( Richter et al., 2019...

... life, we come across a wide range of materials and tuning their physical or chemical properties is often desired for better suitability and improved performance for specific applications. This is usually achieved by changing the thermodynamic conditions like pressure or temperature, or by applying...

... ( Museus and Kiang, 2009 ; and Teranishi and Kim, 2017 ). Sometimes these data are collected as an aggregate category. Other times researchers aggregate categories for a variety of reasons, including achieving a large count to meet the needed statistical power on data. While it may be desirable to obtain...

... equipment is regulated to ensure the zone temperature achieves the desired setpoint. One approach for modeling building spaces is to develop a dynamic model for each building zone. For large commercial buildings with hundreds or thousands of building zones, individually modeling each zone may result...

... it is a highly procedural lab that verifies scientific principle or an open-ended inquiry lab, both are united by a desire to capture some elements of the research experience. The procedural lab allows students to progress more quickly through many complicated steps and leads them to more sophisticated...

..., fueled by curiosity and the desire to improve the human condition. Second, HS has the potential to assign names, temporality, and spatial dimension to ideas that often seem coldly objective and impersonal, leading to the appreciation of elegant ideas or experiments. It can also contribute...

... sources of theory-ladenness by the way. In contrast, exploratory experimentation is driven by the desire to obtain empirical “regularities” (not yet theories) and to find out concepts and classifications by means of which those regularities can be formulated in the first place. According to Steinle (1997...