A reformulation of additive models by Wozniakowski, Alex

“…Yet, the traditional methodology neglects the means to explicitly incorporate prior knowledge into the fit of an additive model, which is of great practical importance in regression tasks, especially in the low training example regime, where entirely data-driven learning is not always feasible. …”
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Electrical characterization of bias temperature instability in MOSFETs with the ultrathin SiON and la-doped HfSiO gate dielectrics by Du, Guoan.

“…Under certain stress voltage and temperature, the number of E'δ centers is saturated because the reaction of pre-existing oxygen vacancies at shallow regime reaches its dynamic balance. On the other hand, lengthening of the stress time allows the generation of deeper hole trap states arising greater structural relaxation through increased interaction with lattice phonons. …”
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Modeling, optimization and thermal characterization of micropillar evaporator based high performance silicon vapor chamber by Wei, Mengyao

“…Investigation on wettability performance of micropillar structures was not systematically extended to a high temperature regime. In this thesis, we developed three semi-analytical models in predicting the capillary-limited dryout heat flux of uniform evaporators, biporous evaporators and sealed silicon vapor chambers. …”
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The divergent fates of primitive hydrospheric water on Earth and Mars by Wade, Jon, Dyck, Brendan, Palin, Richard M., Moore, James Daniel Paul, Smye, Andrew J.

“…This would have allowed efficient overplating and burial of early Martian crust in a stagnant-lid tectonic regime, in which the lithosphere comprised a single tectonic plate, with only the warmer, lower crust involved in mantle convection. …”
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Codesign of quantum error-correcting codes and modular chiplets in the presence of defects by Lin, Sophia Fuhui, Viszlai, Joshua, Smith, Kaitlin N., Ravi, Gokul Subramanian, Yuan, Charles, Chong, Frederic T., Brown, Benjamin J.

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Prediction of stable perovskite quantum dots (QDs) using machine learning (ML) algorithms by Cheong, Ivan

“…However, they have not been widely studied, with applications limited to solar cells and catalytic activity, the full extent of possible applications are yet to be realised. At the nano regime the properties are often different and can be controlled, this is due to quantum confinement and larger surface to volume ratio, which can be adjusted by controlling the size, subsequently able to use for various application. …”
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Theoretical study on forced convection filmwise condensation inside converging channels in the presence of a non-condensable gas by Liu, Pengfei, Ho, Jin Yao, Kandasamy, Ranjith, Wong, Teck Neng

“…When the air mass fraction is high (W=0.4), the enhancement ratio appears to be insensitive to the Reynolds number in the laminar and turbulent regime, respectively. In addition, the enhancement ratio generally increases as the air mass fraction increases.…”
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Bond strength and tension stiffening of fly ash geopolymer concrete by Salem, Hamdi Abdulrahman Saif

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Exploring and Exploiting Ribonuclease 1: from Protein Biochemistry to Protein Engineering by Wralstad, Evans Christian

“…RNase 1 and its bovine homologue RNase A exhibit ubiquitous expression across tissues, a catalytic efficiency within the diffusion-limited regime, and minimal substrate sequence requirements. …”
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High cycle fatigue characterisation and modelling of 316L stainless steel processed by laser powder bed fusion by Zhang, Meng

“…In the presence of tensile mean stress, variations in the plastic deformation properties, as demonstrated by the effects of build orientation and post-processing treatments (annealing or hot isostatic pressing), were found to induce cyclic plasticity, which led to strong fatigue-ratcheting interactions in the high cycle fatigue regime. The simultaneous actions of ratcheting and fatigue generate complex nonlinear relationships between the stress amplitude and mean stress parameters, such that the fatigue properties could not be effectively predicted using traditional stress-based models. …”
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Institutions and agricultural transformation: a study of induced innovation in the Philippine rice sector by Montesclaros, Jose Ma. Luis P.

“…Research findings supported the hypotheses that agricultural transformation was impeded by the three factors: 1) an industrialisation-inspired de-facto currency overvaluation regime removed farmers’ potential to capture export markets, the latter serving as a “carrot” for adopting innovation; 2) trade protectionist policies in the rice sector removed import competition as a “stick” for adopting innovation; and 3) industrialisation- and land reform-related capital scarcity among smallholder farmers hindered the dynamics of IIA from taking place. …”
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Ultrafast dynamics in quantum materials probed by time-and-momentum-resolved techniques by Su, Yifan

“…Coherent phonons and CDW systems are two of the richest playgrounds in the ultrafast regime. I am going to investigate various cases where an ultrafast laser pulse decodes the intertwined degrees of freedom in quantum materials. …”
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Sociospatial reframing of walking through inclusive streets and urban heritage by Wang, Yongcheng

“…The inclusive street design regime was also found to be compatible with the notion of urban heritage in a meta-narrative review to explore the potential of urban heritage being repositioned for urban and transport planning in which the promotion of walking is a high priority. …”
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Dynamic fracture mechanics of FRP-concrete interface by Li, Gen

“…It was found that the two bond properties were close to those of plain concrete in the quasi-static regime and showed significant dynamic enhancing effect at a loading rate of 20 mm/s. …”
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Design of a supply- and temperature-invariant capacitive sensor interface for low power applications by Arup Kocheethra George

“…Most importantly, the CDC should operate in an ultra-low power regime. Since the full-scale capacitance change of practical capacitive sensors is limited, the CDC has to achieve sensing resolutions of several femto-farads. …”
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Near-IR and mid-IR (1.55 μm – 2 μm) silicon photonics devices on silicon-on-insulator (SOI) platform by Zhang, Zecen

“…Furthermore, the mid-infrared (MIR, 2-15 μm) band is also very crucial as many gases and molecules have unique absorption fingerprints in this regime. Hence there is enormous interest in practical realization of passive and optoelectronic devices operating in the MIR range, including optical sensing and environmental monitoring, free-space communications, bio-medical and thermal imaging. …”
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Dynamics and stability of evaporating and condensing liquid layers by Wei, Tao

“…With the 1.5-sided model, a regular non-rupture stable pattern is found in the Rayleigh–Taylor unstable layer due to local evaporation and condensation in the diffusion-limited regime. This is in sharp contrast to the prediction of the one-sided model without the convective and diffusive effects of vapor, where local rupture always occurs in finite time. …”
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Investigations into femtosecond laser hybrid manufacturing for 3D power sources by Tham, Nicholas Cheng Yang

“…A thermally localised laser graphitisation (LLG) regime can then be identified to achieve in-situ PG integration. …”
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