On the hidden layer-to-layer topology of the representations of reality realised within neural networks by Gafvert, O, Grindrod, P, Harrington, HA, Higham, CF, Higham, DJ, Yim, KM

“…Instead, the manifold may become folded over and over, filling up further dimensions and creating non-realistic (unforeseeable) proximities.…”

Proactive monitoring in process control using predictive trend displays by Yin, Shanqing

“…Four studies were conducted during the span of this project, each filling in knowledge gaps either not found in current literature, or provided empirical proof-of-concept for a viable predictive tool that improved control performance. …”
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Restoring restaurant design and layout: towards safer dining out experience by Che Ishak, Farah Adibah, Kang, Sing Suan, Mohd Fikeri, Nor Amalin Sahiira, Karim, Shahrim, Mohamad, Siti Fatimah

“…Moreover, the safe dining features implemented in restaurants were the basic SOPs practices, including wearing masks, restaurant sanitation, social distancing and making good use of heating, ventilation and air-conditioning (HVAC) systems. This research filled the study gaps by extending the impact of COVID-19 on restaurant businesses and restaurant designs and layouts. …”
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Empowering Generation Z accountants in the era of data complexity and open innovation: nurturing big data analytics, diagnostic, and forensic accounting skills by Imjai, Narinthon, Swatdikun, Trairong, Rungruang, Prasit, Basiruddin, Rohaida, Aujirapongpan, Somnuk

“…This research fills a significant knowledge gap by exploring the development of Big Data Analytics Skills (BAS), Diagnostic Skills (DS), and Forensic Accounting Skills (FAS) among Generation Z accounting students in Thailand. …”
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Absolute deviance method for symmetrical uniform designs by Lau, Grace Chui Ting

“…Uniform design is a kind of space filling designs which is widely used in various field due to its great advantages. …”
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Development of advanced Fe-based oxygen carriers for chemical looping applications by Fan, Qianwenhao

“…The main results and findings are summarized as follows. 1. We successfully synthesized oxygen carriers with nominal compositions of MgO•MgFe2O4 (1M1F) and 5MgO•MgFe2O4 (3M1F) using a simple ball-milling assisted solid-state reaction. …”
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The role of ports in supply chain disruption management by Loh, Hui Shan

“…Its findings highlight the areas that port management should focus on as well as the measures of managing PSCD holistically through strategic internal and external collaborative efforts.…”
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Dynamics in blue emitting metal halide perovskites for light emitting diodes by Karlsson, Max

“…Successful implementation in LEDs has been attributed to efficient carrier funneling from large bandgap (donor) regions to low bandgap regions (acceptors) resulting in improved luminescence yields due to trap state filling from the locally increased carrier density. …”
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