Post-processing methods for delay embedding and feature scaling of reservoir computers by Jonnel Jaurigue, Joshua Robertson, Antonio Hurtado, Lina Jaurigue, Kathy Lüdge

“…The use of multi-random-timeshifting allows for smaller reservoirs while maintaining large feature dimensions, is computationally cheap to optimise, and is our preferred post-processing method. …”
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Evaluating the use of blockchain technology and identifying critical success factors for the successful implementation of renewable energy projects in sub-Saharan Africa by Love Opeyemi David, Nnamdi Ikechi Nwulu, Clinton Ohis Aigbavboa, Adeyemi Adepoju, Omoseni Oyindamola Adepoju

“…The study concludes that optimising Renewable Energy with Blockchain technology requires balancing social and technical systems based on sociotechnical system theory.…”
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Optimized Deep Belief Network for Efficient Fault Detection in Induction Motor by Pradeep Katta, K. Karunanithi, S. P. Raja, S. Ramesh, S. Vinoth John Prakash, Deepthi Joseph

“…As a result, research has concentrated on developing novel methods for the quick and accurate identification of induction motor problems.In response to these needs, this paper provides an optimised algorithm for analysing the performance of an induction motor. …”
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Predictive biomarkers of performance under stress: a two-phase study protocol to develop a wearable monitoring system by Cassandra Pattinson, Graham Kerr, Simon S Smith, Chamindie Punyadeera, Ian Stewart, Kerrie Mengersen, Karen A Sullivan, Jonathan M Flintoff, Sarah Ahamed, Shahnewaz Ali, Angus Bagley, Daniel Broszczak, Blair Crewther, Louis de Waal, Shannon L Edmed, Tharindu Fernando, Clinton Fookes, Francesca D Frentiu, Andrew P Hunt, Ottmar V Lipp, Ben McMaster, Luke Ney, Senn L Oon, Ajay Pandey, Parth Pandit, Jonathan M Peake, Muthukuttige Madusha Nuwanthi Perera, Virginie Perlo, Luke Schmidt, Kirsten Spann, Danielle Young, Tony J Parker

“…Understanding and predicting individual responses to common stressors is essential for optimising performance in high-stress environments. …”
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Spatially controlled multicellular differentiation of stem cells using triple factor-releasing metal–organic framework-coated nanoline arrays by Yeon-Woo Cho, Min-Ji Kang, Joon-Ha Park, Yun-Sik Eom, Tae-Hyung Kim

“…The arrays comprise nanohole and nanoline arrays fabricated through interference lithography and selectively capture of UiO-67 metal–organic frameworks on nanoline arrays with a 99.8% efficiency using an optimised asymmetric spin-coating method. The UiO-67 metal–organic frameworks contain three osteogenic differentiation factors for sustained release over four weeks. …”
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Influence of Cylindrical Shield Dimensions on Shielding Effectiveness by O. D. Kanafyev, A. V. Trukhanov, T. I. Zubar, S. S. Grabchikov, M. I. Panasiuk, A. N. Kotelnikova, V. A. Fedkin, V. M. Fedosyuk

“…Study of dimensional parametersʼ influence on shielding properties of cylindrical shields will allow to optimise the fusion process, as well as to reduce production costs by reducing the material used. …”
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Managing diabetes in the psychiatric in-patient setting: knowledge, attitudes and skills of healthcare professionals by Zoe Goff, Vishal Sharma, Ioana Varvari

“…This national survey highlights areas that need to be addressed to optimise diabetes care in this setting. …”
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Vibration Control by Means of Piezoelectric Actuators Shunted with LR Impedances: Performance and Robustness Analysis by M. Berardengo, A. Cigada, S. Manzoni, M. Vanali

“…This work investigates different algorithms that can be employed to optimise the values of the electric components of the shunt impedance. …”
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Integration of blockchain and artificial intelligence as a mechanism for modernisation of various economic sectors by N. A. Kashevarova, M. E. Kulikova

“…The authors analyse the possibilities of using this technological merger to optimise business processes, increase transparency and reduce transaction costs in different sectors, including finance, healthcare, transport, energy, etc. …”
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Inflammatory Signalling Associated with Brain Dead Organ Donation: From Brain Injury to Brain Stem Death and Posttransplant Ischaemia Reperfusion Injury by Ryan P. Watts, Ogilvie Thom, John F. Fraser

“…Brain death is associated with dramatic and serious pathophysiologic changes that adversely affect both the quantity and quality of organs available for transplant. To fully optimise the donor pool necessitates a more complete understanding of the underlying pathophysiology of organ dysfunction associated with transplantation. …”
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Complementary waveforms for range sidelobe suppression based on a singular value decomposition approach by Jiahuan Wang, Pingzhi Fan, Des McLernon, Zhiguo Ding

“…It is shown that, compared with existing DRCWs, the proposed SVD‐based DRCW has better Doppler resilience. Further, the new optimised SVD‐based DRCW has a higher SNR while maintaining the same Doppler resilience.…”
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Analysis of the tourist destinations’ visiting using geographic information systems and the Python programming language by Mikhail Ya. Ponomarkov, М.А. Panov

“…The paper explores the possibilities of modern geographic information systems for visualisation and analysis of spatial data related to tourist flows in order to further optimise the management of tourist facilities and infrastructure planning. …”
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Exploration on Bioflocculation of Nannochloropsis oculata Using Response Surface Methodology for Biodiesel Production by Duraiarasan Surendhiran, Mani Vijay

“…A maximum efficiency of 95.43% was observed with the optimised RSM parameters—temperature 30.78°C, pH 10.8, flocculation time 6.7 h, bioflocculant size 0.38 mL, and cationic inducer concentration 0.035 mM. …”
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Potentially inappropriate prescribing in hospitalised children: a retrospective, cross-sectional study at a tertiary children’s hospital in China by Linan Zeng, Lingli Zhang, Dan Yu, Huiqing Wang, Liang Huang, Siyu Li, Guo Cheng, Zhi-Jun Jia

“…Logistic regression results showed that PIP was more likely to occur in male patients (OR 1.128, 95% CI 1.059 to 1.202) and younger patients (<2 years old; OR 1.974; 95% CI 1.739 to 2.241), and in those with more comorbidities (≥11 types; OR 4.181; 95% CI 3.671 to 4.761), concomitant drugs (≥11 types; OR 22.250; 95% CI 14.468 to 34.223) or longer hospital stay (≥30 days; OR 8.130; 95% CI 6.727 to 9.827).Conclusions Medications for long-term hospitalised young children with multiple comorbidities should be minimised and optimised, to avoid PIP, reduce adverse drug reactions and ensure children’s medication safety. …”
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Optimization of Ozonation Process for the Reduction of Excess Sludge Production from Activated Sludge Process of Sago Industry Wastewater Using Central Composite Design by B. Subha, M. Muthukumar

“…Central composite design is used to study the effect of ozone treatment for the reduction of excess sludge production in sago effluent and to optimise the variables such as pH, ozonation time, and retention time. …”
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Modified Granular Activated Carbon: A Carrier for the Recovery of Nickel Ions from Aqueous Wastes by D. Satapathy, G.S. Natarajan, Raja Sen

“…Several attempts were made to optimise the recovery of metal ions by carrying out experiments with oxidising agents in order to obtain maximum recovery from the minimum quantity of carbon. …”
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Effects of different types of meals on postprandial glycaemia in healthy subjects by Agnieszka Lejk, Karolina Myśliwiec, Przemysława Jarosz-Chobot

“…The influence of the peri-prandial glycaemic response is briefly related to the amount and type of food consumed. Optimising the glycaemic profile is important for our health. …”
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Economy regional features and specialist training structure by K. V. Lebedev, L. V. Vasilyeva, E. S. Sumenova

“…This will make it possible to optimise the personnel training structure with higher education. …”
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Improving the budgetary policy of municipalities by A. B. Urusova

“…The expected results of the work include improving the financial situation of the population, optimising the budget system and leveling the level of development of municipalities. …”
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Assessment of new flow control strategy for the air handling units on energy management and sustainability by M.Ziya Sogut, Hamit Mutlu

“…In conventional HVAC applications characterised by thermal fluctuations, energy flow control represents a valuable tool for optimising heat management, particularly during low-speed operation and across seasonal transitions. …”
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