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  2. PHYSICAL REVIEW B 90, 184302 (2014) Extracting semiconductor band ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/MonserratConduitNeeds14.pdf
    24 Aug 2020: To determinethe most appropriate order for the phonon dispersion method,the reduced-χ 2 test may be used. ... 47]) 0.36. obtained by the phonon dispersion method, as also observedin our tests reported in Fig.
  3. PHYSICAL REVIEW B 87, 184414 (2013) Quantum Monte Carlo ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Conduit13i.pdf
    24 Aug 2020: Tests revealed that thetime-step error had entered the linear regime at τ < 0.01 (at aWigner-Seitz radius rs = 1). ... To gauge the scale of the finite-size error we ran tests on aparamagnetic system with the screened Coulomb interaction.
  4. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ShellTalk2017.pdf
    24 Aug 2020: Proposed theory. Test the yield stress. RR1000. Proposed theory. Test the yield stress. ... RR1000. Proposed theoryProposed experiment. Test the oxidation resistance. RR1000. Proposed theoryProposed experiment.
  5. PHYSICAL REVIEW B 92, 075106 (2015) Pseudopotential for the ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LloydWilliamsNeedsConduit15.pdf
    24 Aug 2020: Finally, we test the pseudopotential on twoinhomogeneous systems: the isolated lithium and berylliumatoms. ... With the pseudopotential providing phase shifts with anerror of only 104, we are well-positioned to test its.
  6. Machine learning can struggle to make accurate predictions when ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/SegallIrwinWhiteheadMahmoudShieldsTurnerElliottMarcuPariniChampnessConduit20.pdf
    12 Nov 2020: This shows that deep learning imputation models achieved the most accurate predictions on the full test set. ... Figure 3: Results on an independent test for a project-related heterogeneous data set, including biochemical activities (A bio.
  7. PHYSICAL REVIEW A 93, 022706 (2016) Pseudopotentials for an ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/WhiteheadConduit16.pdf
    24 Aug 2020: Havingproposed the pseudopotential, in Sec. IV we test it on asecond two-body system: two particles in a parabolic trap.In Sec. ... In each test, shown inFigs. 3(b), 4, and 8, the UTP method has given more accurateresults.
  8. Tail-regression estimator for heavy-tailed distributions of known…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LopezRiosConduit19.pdf
    24 Aug 2020: In our tests we tryseveral thresholds and converge the fit with respect to theexpansion order at each of them. ... A. Energy of the homogeneous electron gas. The homogeneous electron gas is an ideal test bed formethodological developments in QMC.
  9. Diffusion Monte Carlo study of a spin-imbalanced two-dimensional…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/FooConduit19.pdf
    24 Aug 2020: This test statistic showsthat the DMC results obtained are 27 times better described byan underlying (N, N ) = (3, 1) communal state and 38 timesbetter described by an underlying (N, N ) = (2, ... The test statistics obtained repeats the conclusionthat
  10. PHYSICAL REVIEW A 90, 033626 (2014) High-fidelity pseudopotentials…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/BugnionLopezRiosNeedsConduit14.pdf
    24 Aug 2020: III,we test the accuracy of the proposed formalism using theexactly soluble system of two trapped atoms. ... We test the robustness of the UTP construction by generat-ing two additional variants of the formalism.
  11. Probabilistic design of a molybdenum-base alloy using a neural ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitJonesStoneConduit17ii.pdf
    24 Aug 2020: This case study not only serves as an indepen-dent test of the alloy design approach, but moreover leadsto an alloy with properties that exceed those of other, com-mercially available

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