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Modified Label Propagation on Manifold With Applications to Fault Classification
Published 2020-01-01“…The simulation results obtained using a toy example demonstrate the label propagation performance of the MLP, and those obtained for the penicillin fermentation process verify the effectiveness of the MLP-based fault classification method.…”
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1622
Uncertain of uncertainties? A comparison of uncertainty quantification metrics for chemical data sets
Published 2023-12-01“…Spearman’s rank correlation coefficient) towards test set design by using the same toy model ferent test sets and obtaining vastly different metrics (0.05 vs. 0.65).…”
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1623
Analysis of angular distribution asymmetries and the associated $$C\!P$$ C P asymmetries in three-body decays of bottom baryons
Published 2023-02-01“…Typical examples include $$\Xi _b^-\rightarrow p K^- K^-$$ Ξ b - → p K - K - , $$\Lambda _b^0\rightarrow p K_S\pi ^-$$ Λ b 0 → p K S π - and $$\Lambda _b^0\rightarrow p \pi ^0\pi ^-$$ Λ b 0 → p π 0 π - , in which the last decay channel is used as a toy model to illustrate the basic idea.…”
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1624
Quark-lepton Yukawa ratios and nucleon decay in SU(5) GUTs with type-III seesaw
Published 2023-06-01“…We extend these possibilities to three toy models, accounting also for the first family masses, and calculate their predictions for various nucleon decay rates. …”
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1625
Localization, fractality, and ergodicity in a monitored qubit
Published 2024-03-01“…We demonstrate that this “toy model” harbors remarkably rich dynamics, manifesting in the distribution function of the qubit's quantum states in the long-time limit. …”
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1626
Squeezing anyons for braiding on small lattices
Published 2021-07-01“…Here, we use optimization techniques to squeeze the charge distribution of Abelian anyons in lattice fractional quantum Hall models, and we show that the squeezed anyons can be exchanged within a smaller area with a close to ideal outcome. We first use a toy model consisting of a modified Laughlin trial state to show that one can shape the anyons without altering the exchange statistics under certain conditions. …”
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1627
Causal Geometry
Published 2021“…We thus argue that a coarse-grained model may, paradoxically, be more informative than the microscopic one, especially when it better matches the scale of accessible interventions—as we illustrate on toy examples.…”
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1628
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Exciton polariton condensate transistors
Published 2023“…I first found the analytical equilibrium solutions to a three nodes toy model of perceptron in the weak coupling limit and demonstrated the bistable nature of the exciton polariton condensate system along with an unstable equilibrium. …”
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Final Year Project (FYP) -
1631
On the use of programmable hardware and reduced numerical precision in earth-system modeling
Published 2015“…We scale the size of this toy model to that of a high-performance computing application in order to make meaningful performance tests. …”
Journal article -
1632
Memory clustering using persistent homology for multimodality- and discontinuity-sensitive learning of optimal control warm-starts
Published 2021“…We demonstrate our method on a cartpole toy problem and a quadrotor avoiding obstacles, and show that clustering samples based on inherent structure improves the warm-start quality.…”
Journal article -
1633
Do I really want to be going on a bloody diet? Gendered narratives in older men with painful knee osteoarthritis
Published 2017Journal article -
1634
A synthesis of qualitative research exploring the barriers to staying in work with chronic musculoskeletal pain
Published 2015Journal article -
1635
Sequential Monte Carlo with highly informative observations
Published 2015“…The methods are demonstrated for state estimation with two toy examples, and for parameter estimation (within a particle marginal Metropolis--Hastings sampler) with three applied examples in econometrics, epidemiology, and marine biogeochemistry.…”
Journal article -
1636
The Oxford multimotion dataset: multiple SE(3) motions with ground truth
Published 2019“…The dataset culminates in a complex toy car segment representative of many challenging real-world scenarios. …”
Journal article -
1637
Emulating Cued Recall of Abstract Concepts via Regulated Activation Networks
Published 2021-02-01“…During recall operation, another algorithm uniquely regulates the activation of concepts (nodes) by injecting excitatory, neutral, and inhibitory signals to other concepts of the same level. A Toy-data problem is considered to illustrate the RAN modeling and recall procedure. …”
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1638
On universal butterfly and antisymmetric magnetoresistances
Published 2022-12-01“…With the generalized Ohm’s law in magnetic materials, these principles explain why most BMR appears in the longitudinal resistance measurements and is very rare in the Hall resistance measurements. Simple toy models, in which the Landau-Lifshitz-Gilbert equation governs magnetization, are used to demonstrate the principles and explain the appearance and disappearance of BMR in various experiments. …”
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1639
Energy-dependent flavor ratios, cascade/track spectrum tension and high-energy neutrinos from magnetospheres of supermassive black holes
Published 2023-04-01“…We note that these field values are reachable in the immediate vicinity of supermassive black holes in active galactic nuclei and present a working toy model of the population of these potential neutrino sources. …”
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1640
Event shape selection method in search of the chiral magnetic effect in heavy-ion collisions
Published 2024-01-01“…Each type of variable can be calculated from either single particles or particle pairs, resulting in four combinations of event shape and elliptic flow variables. By employing a toy model and the realistic event generator, event-by-event anomalous-viscous fluid dynamics (EBE-AVFD), we discover that the elliptic flow of resonances exhibits correlations with both the background and the potential CME signal, making the resonance flow unsuitable for background control. …”
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