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20 Mar 2018: Asa result, this system provides a good test bench for theeffectiveness of our Jastrow factor. ... ψT (r1, r2) = J({ri j})ψ1s,z=2(r1)ψ1s,z=2(r2) (42). Helium therefore serves as another good test of our Jas-trow factor.

31 Mar 2023: across all of the assays in the test set to give an overall value.2.3. ... 3. IMPUTING ASSAY BIOACTIVITIESWe present two tests of the performance of the deep learningformalism to impute assay bioactivity values.

24 Aug 2020: Finally, in Section 3.4, we present a test for theANN’s graphing capability. ... Having successfully confirmed the ANN’s ability to modelincomplete data, we have completed our tests on real-lifedata.

24 Aug 2020: reconstruct molecules in the datasets, which include both the. training and test data. ... autoencoder to reconstruct molecules in both the training and. test set (candidate set).

30 Aug 2021: dies. Such applications require high hardness (as measured according to the Vickers hardness test) at a particular operating temperature. ... 1,000 C., which is supported by evidence from Vicker's hardness tests.

23 Feb 2021: Treat. Turn. Test. Repeat. Build. • Noise variables. • Many variables / dimensionality. •

3 Apr 2021: researchers who design, synthesise and test new antimalarial candidates that they hope will.

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.

24 Aug 2020: Solution. In blind test Alchemite accurately predicted activity of compounds against novel mechanisms of action.

23 Dec 2020: SII. Higher-order Derivative Test 2. SIII. Higher-order Matrices of Force Constants 2. ... I 6= 0 and any crystal structure. 2. SII. HIGHER-ORDER DERIVATIVE TEST.

22 Nov 2009: To test this, note that the ratioof the energy differences (6s 5s)/(7s 6s) = 1.9, compared with theexpected ratio ( 125.

26 Feb 2018: We also test a metric that runs in O(Nα Nβ) time,based on calculating the standard deviation of the combined track distribution:. ... We use the tt̄ event includedin each sample as an example to test the level of association; we look at the

24 Aug 2020: We develop a general ultratransferable pseudopotentialfor the contact interaction. We test its accuracy using theexactly soluble system of two trapped atoms, verify thefirst order itinerant ferromagnet transition, and finallypresent the first

2 Jun 2016: Future progress. Test in inhomogeneous systemThree-body version. Thomas Whitehead The ν Jastrow factor. ... Tests. Accuracy. Local energy. Efficiency. Summary.

15 Feb 2016: 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.

24 Aug 2020: Figure 2. Performance in root-mean-square error measured on the independent test set of the Novartis benchmark‘realistic’ split for three imputation models, random forest and deep neural network prediction ... Figure 2 shows a comparison of

13 Aug 1998: The statistical measures generatedfor each study (commonly referred to as “test statistics”, e.g. ... He expresses this (p. 20)as:. Test of significance = Size of effect Size of Study.

25 Jan 2021: Landau mean-field theory accommodates only the minimum energy configuration.To test the validity of this approximation scheme, and to determine spatial correlationsit is necessary to take into account configurations of

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.

21 Nov 2022: The test set was selected to be structurally diverse,including features known to be associated with inactivity (e.g.,transposition of the northwest pendant) but also featureswhere minor variations were known ... Since the series had moved on in the

24 Aug 2020: Guide experiments. Use confidence levels to guide where you need to test further.

30 Aug 2021: Such applications require high hardness (as measured according to the Vickershardness test) at a particular operating temperature. ... 1,000 C, which is supported by evidencefrom Vicker’s hardness tests.

5 Sep 2005: 5760 C-K Skylaris et al. Figure 3. The molecular structure of the formaldehyde–water hydrogen bonded complex used inour tests (not equilibrium geometry). ... In order to examine the strengths and weaknesses of ONETEP compared to conventionalplane wave

12 Aug 2016: We test our theory by comparing to simulations of a randomly distributed GP map, and of a more biologically motivated RNA secondary structure mapping, finding excellent quantitative agreement for a wide ... Model tests of the shape of the reconstructed

23 Sep 2021: These HTS campaigns may test hundreds of thousands, or even millions,of compounds. ... To maintain full modeling rigor, the dataset was split into training, validation, and independent test sets.

6 Jun 2007: Moreover, as with science, insights can be put to the test of experience in order that theirvalue can be ascertained. ... exceptions. The idea may be a valuable one nonetheless, a state of affairs that onlythe test of time can tell.

27 Sep 2015: T(k) tr g(k) |B(k)| = 0;. • Current study: test how violations of the closure constraints correlate with gap. ... RMS B — Spearman ρ monotonicity test. -. -. -. -. • Nonparametric statistic which is sensitive to any monotonic relationship •

3 Aug 2016: III. HOMOGENEOUS ELECTRON GAS. For the first test of our Jastrow factor we examine thehomogeneous electron gas (HEG). ... We now go on to test the ν Jastrow factorin an inhomogeneous periodic system, for which we take theexample of crystalline beryllium.

22 Aug 2021: Figure 3. Breakdown of independent test R2 values across endpointsin the initial data set. ... Therefore, these models are comparedon different test sets.Selecting the Most Confident Predictions.

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

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.

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.

30 Aug 2021: with any required Static variables (such as test temperature, test frequency or strain rate).

22 Jan 2024: the model of a sin-gle superconducting qubit that has been isolated from itssurrounding qubits in an adiabatic quantum computer.Future experiments will test the behavior of multiple cou-pled qubits

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.

20 Apr 2023: A test concentrationof 4% is typical, resulting in the value of K herein referred to as the 4% accelerated carbonationcoefficient, K4%. ... However, to satisfy performancerequirements, concrete properties must be demonstrated through tests such as the

24 Aug 2020: To test the pseu-dopotentials we turn to the experimentally realizable [38,39]system of two distinguishable fermions in a circular harmonictrapping potential 14 ω. ... 2r 2 of frequency ω. This system also hasthe advantage of being analytically soluble,

24 Oct 2022: S O FT AND HARD E L AS T I C I T Y O F. L I Q UI D C RYS T AL E L AS T O ME RS. S O F T A N D H A R D E L A S T I C I T Y O F. L I Q U I D C R Y S T A L E L A S T O M E R S. John Simeon Biggins. corpus christi college. university of cambridge. a

24 Oct 2022: B. What is surprising about this. result? Exercise 19. During the Pascal-B nuclear test in 1957, a 900-kilogram steel plate cap (apiece of armor plate) was blasted off the ... top of a test shaft at a speed of more than 66kilometers per second.

20 Apr 2013: There exists a current Physics Oxford entrance paper. It also tests much mathematics, and is different in style and function from its predecessor.]. ... quantum 3. mw141. Typewritten Text. mw141. Typewritten Text. (equations given in preface to test paper

5 Apr 2016: To test the pseu-dopotentials we turn to the experimentally realizable [38,39]system of two distinguishable fermions in a circular harmonictrapping potential 14 ω. ... 2r 2 of frequency ω. This system also hasthe advantage of being analytically soluble,

24 Aug 2020: Having developed the new formulafor the current and accompanying computational tool, it isimperative to carefully test it against a series of knownresults. ... To test the effects of such decoherence due tomany-body interactions, we introduce into the

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

24 Aug 2020: It therefore appears from this evidence that ther/φ value associated with the carbides remains approximatelyconstant for the test durations and temperature ranges examinedduring this investigation, consistent with the invariability of

26 Nov 2021: The test set was selected to be structurally diverse,including features known to be associated with inactivity (e.g.,transposition of the northwest pendant) but also featureswhere minor variations were known ... Since the series had moved on in the

3 Nov 2016: 896 A. I. LARKIN and S. A. PIKIN. For a quantitative test of formulas (23) it would be interesting to know the behavior of the heat capacity and the elastic moduli

5 Feb 2019: 4.1 A test of the multipole expansion. 64. 4.2 The spatial phase variation of a Carbon 1s core state. ... C.1 A series of convergence tests - Im("(!)). 132. C.2 The complex dielectric function for Silicon.

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.

24 Aug 2020: III. HOMOGENEOUS ELECTRON GAS. For the first test of our Jastrow factor we examine thehomogeneous electron gas (HEG). ... We now go on to test the ν Jastrow factorin an inhomogeneous periodic system, for which we take theexample of crystalline beryllium.

11 Nov 2020: the most confident predictions. The coefficient of determination (R2) of our machine learning model in predicting MSCtherapy outcome was 0.637 0.005 in cross-validation test. ... work. A correlation test is performed between all properties to make sure