Multifidelity Methods for Design of Transition MetalComplexes by Janet, Jon Paul

“…A framework for data-driven inference of the quantum properties of TM complexes is developed, using artificial neural networks (ANNs) and graph-based molecular representations that facilitate rapid screening while retaining physical meaning such that chemical insights can be extracted. …”
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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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Spray cooling and condensation heat transfer in a liquid cooled server system by Liu, Pengfei

“…An artificial neural network (ANN) model has been successfully developed for pulsed spray cooling on a vertical surface. …”
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Process Parameter Optimisation for Endohedral Metallofullerene Synthesis via the Arc-Discharge Method by Sinha, Sapna, Sanfo, Karifa, Dallas, Panagiotis, Kumar, Sujay, Porfyrakis, Kyriakos

“…Endohedral metallofullerenes, in particular, can possess unpaired electron spins, driven by the enclosed metal atom or cluster, which yield valuable magnetic properties. …”
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Search for gravitational waves from Scorpius X-1 with a hidden Markov model in O3 LIGO data

“…Results are presented for a semicoherent search for continuous gravitational waves from the low-mass x-ray binary Scorpius X-1, using a hidden Markov model (HMM) to allow for spin wandering. This search improves on previous HMM-based searches of Laser Interferometer Gravitational-Wave Observatory data by including the orbital period in the search template grid, and by analyzing data from the latest (third) observing run. …”
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Influences in Mixing Measures by Koehler, Frederic, Lifshitz, Noam, Minzer, Dor, Mossel, Elchanan

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Digital based qubit controller system for quantum computing by Khan, Kamran

“…The dissertation presents several DDS architectures along with synthesis results that can help the designer choose a particular DDS depending on the application. A single spin qubit can be controlled by a digital-to-analog converter utilizing the output of a DDS module, which is a digitally coded analog signal. …”
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Annihilation mechanisms for interacting skyrmions in magnetic nanowire by Al Saidi, W., Bhatti, Sabpreet, Piramanayagam, S. N., Sbiaa, R.

“…In this paper, the interaction, dynamics and annihilation mechanisms of Néel skyrmions in nanowire confinement under the influence of spin-transfer torque (STT) and edge forces have been studied. …”
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Theoretical models for performance analysis of spintronic THz emitters by Yang, Yingshu, Dal Forno, Stefano, Battiato, Marco

“…Spintronic THz emitters (STEs), leveraging the ultrafast dynamics of electron spins in magnetic materials, have emerged as a promising solution to this challenge. …”
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Hydrophobic bio-epoxy coatings for easy cleaning applications by Tay, Shu Ming

“…This report evaluates the technique of synthesizing hydrophobic coatings from the spin coating method. Additionally, the prepared formulations of hydrophobic coatings were characterized with Differential Scanning Calorimetry (DSC), Thermogravimetric Analysis (TGA), Fourier Transform Infrared Spectroscopy (FTIR) and contact angle goniometer to determine its wettability, thermal and mechanical properties. …”
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Two superconducting transitions in single-crystal La 2 − x Ba x CuO 4 by Tee, Xian Yang, Ito, T., Ushiyama, T., Tomioka, Y., Martin, I., Panagopoulos, Christos

“…The effect is pronounced in the region of charge carrier doping x with strong spin-charge stripe correlations, reaching Tcs=36 K or 1.64 Tc.…”
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Response to clozapine in treatment resistant schizophrenia is related to alterations in regional cerebral blood flow by Sun, J, Zelaya, F, Sendt, K, McQueen, G, Gillespie, AL, Lally, J, Howes, OD, Barker, GJ, McGuire, P, MacCabe, JH, Egerton, A

“…Here, we used the more recent MRI approach of arterial spin labelling (ASL) to evaluate regional CBF in participants with TRS (N = 36) before starting treatment with clozapine compared to in healthy volunteers (N = 16). …”

From node embedding to community embedding on graphs by Cavallari, Sandro

“…To learn such embedding, our insight hinges on a closed loop among community embedding, community detection, and node embedding. …”
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Local-flexural interactive buckling of S690 high strength steel slender welded I-section columns: testing, modelling and design by Sun, Yao, Liang, Yating, Su, Andi, Zhao, Ou

“…A testing programme, adopting two S690 high strength steel slender welded I-sections, was firstly conducted and included initial geometric imperfection measurements and ten pin-ended column tests. The testing programme was accompanied by a numerical modelling programme, where finite element models were developed and validated against the test results and then employed to perform parametric studies to generate further numerical data over a wide range of cross-section dimensions and member effective lengths. …”
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Influence of the exchange symmetry beyond the exclusion principle by Tennie, F

“…In particular, we <em>analytically</em> study the (quasi-)pinning effect which corresponds to a saturation of the GPCs and imposes structural simplifications on the <em>N</em>-fermion state. …”

Petz recovery from subsystems in conformal field theory by Vardhan, Shreya, Wei, Annie Y., Zou, Yijian

“…We evaluate these universal quantities numerically using lattice simulations in critical spin chain models, and derive their analytic forms in the limit where A and C are close using the OPE expansion. …”
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Local Geometry of NAE-SAT Solutions in the Condensation Regime by Sly, Allan, Sohn, Youngtak

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Design and Development of an Accelerated Material Synthesis Platform for Automated Materials Research by Aissi, Eunice I.

“…X-ray diffraction (XRD), X-ray photoelectron spectroscopy (XPS), and hyperspectral imaging measurements show equivalence between high-throughput synthesis and more traditional spin-coating methods. Results obtained through the high-throughput stability characterization method are aligned with stability trends reported in the literature and have an accuracy of 96.9% when compared to ground-truth degradation as measured by a domain expert.…”
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