Search Results - "Conduit, G J"

Imputation of Assay Bioactivity Data Using Deep Learning by Whitehead, T. M, Irwin, B. W. J, Hunt, P, Segall, M. D, Conduit, G. J

“…We describe a novel deep learning neural network method and its application to impute assay pIC50 values. Unlike conventional machine learning approaches, this…”
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Inhomogeneous phase formation on the border of itinerant ferromagnetism by Conduit, G J, Green, A G, Simons, B D

“…A variety of analytical techniques suggest that quantum fluctuations lead to a fundamental instability of the Fermi liquid that drives ferromagnetic…”
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Fluctuation-induced pair density wave in itinerant ferromagnets by Conduit, G. J., Pedder, C. J., Green, A. G.

“…Magnetic fluctuations near to quantum criticality can have profound effects. They lead to characteristic scaling at high temperature which may ultimately give…”
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Extracting semiconductor band gap zero-point corrections from experimental data by Monserrat, Bartomeu, Conduit, G. J., Needs, R. J.

“…We describe an improved method for extracting semiconductor band gap zero-point corrections from experimental data. We propose two extrapolation schemes and…”
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Itinerant ferromagnetism with finite-ranged interactions by von Keyserlingk, C. W., Conduit, G. J.

“…Quantum fluctuations are of central importance in itinerant ferromagnets; when modeled by a homogeneous electron gas with contact interactions, fluctuations…”
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Communal pairing in spin-imbalanced Fermi gases by Foo, D. C. W., Whitehead, T. M., Conduit, G. J.

“…A spin-imbalanced Fermi gas with an attractive contact interaction forms a superconducting state whose underlying components are superpositions of Cooper pairs…”
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Grain growth behaviour during near-γ′ solvus thermal exposures in a polycrystalline nickel-base superalloy by Collins, D.M., Conduit, B.D., Stone, H.J., Hardy, M.C., Conduit, G.J., Mitchell, R.J.

“…The grain growth behaviour that occurs during near solvus isothermal and transient heat treatments and the influence of primary γ′ has been studied in the…”
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Repulsive atomic gas in a harmonic trap on the border of itinerant ferromagnetism by Conduit, G J, Simons, B D

“…Alongside superfluidity, itinerant (Stoner) ferromagnetism remains one of the most well-characterized phases of correlated Fermi systems. A recent experiment…”
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Inhomogeneous state of few-fermion superfluids by Bugnion, P O, Lofthouse, J A, Conduit, G J

“…The few-fermion atomic gas is an ideal setting to explore inhomogeneous superfluid pairing analogous to the Larkin-Ovchinnikov state. Two up and one down-spin…”
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Strategies for improving the efficiency of quantum Monte Carlo calculations by Lee, R M, Conduit, G J, Nemec, N, López Ríos, P, Drummond, N D

“…We describe a number of strategies for minimizing and calculating accurately the statistical uncertainty in quantum Monte Carlo calculations. We investigate…”
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Comment on “Magnetic-Field-Tuned Quantum Phase Transition in the Insulating Regime of Ultrathin Amorphous Bi Films” by Conduit, G J, Meir, Y

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Theory of quantum paraelectrics and the metaelectric transition by Conduit, G. J., Simons, B. D.

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Quantum Monte Carlo study of the two-dimensional ferromagnet by Conduit, G. J.

“…We present quantum Monte Carlo calculations that probe the paramagnet-ferromagnet phase transition in a two-dimensional Stoner Hamiltonian. With a screened…”
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Pseudopotential for the electron-electron interaction by Lloyd-Williams, J. H., Needs, R. J., Conduit, G. J.

“…We propose a pseudopotential for the electron-electron Coulomb interaction to improve the efficiency of many-body electronic structure calculations. The…”
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Itinerant ferromagnetism in an atomic Fermi gas: Influence of population imbalance by Conduit, G. J., Simons, B. D.

“…We investigate ferromagnetic ordering in an itinerant ultracold atomic Fermi gas with repulsive interactions and population imbalance. In a spatially uniform…”
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Design of a nickel-base superalloy using a neural network by Conduit, B.D., Jones, N.G., Stone, H.J., Conduit, G.J.

“…A new computational tool has been developed to model, discover, and optimize new alloys that simultaneously satisfy up to eleven physical criteria. An…”
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Materials data validation and imputation with an artificial neural network by Verpoort, P.C., MacDonald, P., Conduit, G.J.

“…[Display omitted] We apply an artificial neural network to model and verify material properties. The neural network algorithm has a unique capability to handle…”
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Diffusion Monte Carlo study of a spin-imbalanced two-dimensional Fermi gas with attractive interactions by Foo, D. C. W, Conduit, G. J

“…Phys. Rev. A 100, 063602 (2019) We probe the superconducting gap in the zero temperature ground state of an attractively interacting spin-imbalanced…”
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Probabilistic design of a molybdenum-base alloy using a neural network by Conduit, B.D., Jones, N.G., Stone, H.J., Conduit, G.J.

“…An artificial intelligence tool is exploited to discover and characterize a new molybdenum-base alloy that is the most likely to simultaneously satisfy targets…”
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Dynamical instability of a spin spiral in an interacting Fermi gas as a probe of the Stoner transition by Conduit, G. J., Altman, E.

“…We propose an experiment to probe ferromagnetic phenomena in an ultracold Fermi gas, while alleviating the sensitivity to three-body loss and competing…”
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