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  2. Template for Electronic Submission to ACS Journals

    www.tcm.phy.cam.ac.uk/~tmw38/IrwinLevellWhiteheadSegallConduit20.pdf
    2 Oct 2021: so sparse that many purely random splits would leave an empty test column. ... A breakdown of independent test đť‘…2 values across endpoints in the initial dataset.
  3. 1498390593355545040-09347118

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitConduitStoneHardy13.pdf
    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.
  4. OSM_PressRelease_Published1

    www.tcm.phy.cam.ac.uk/~gjc29/coverage/Open_Source_Malaria.pdf
    3 Apr 2021: researchers who design, synthesise and test new antimalarial candidates that they hope will.
  5. DATA - DRIVEN DISCOVERY Deep learning for materials and ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/AdditiveManufacturing2021.pdf
    23 Feb 2021: Treat. Turn. Test. Repeat. Build. • Noise variables. • Many variables / dimensionality. •
  6. Deep Imputation on Large-Scale Drug Discovery Data

    www.tcm.phy.cam.ac.uk/~gjc29/papers/IrwinWhiteheadRowlandMahmoudConduitSegall21.pdf
    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.
  7. Practical Applications of Deep Learning To Impute Heterogeneous Drug…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/IrwinLevellWhiteheadSegallConduit20.pdf
    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.
  8. Alloy composition - European Patent Office - EP 2796580 B1

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitConduitStoneHardy14.pdf
    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.
  9. Imputation of Sensory Properties Using Deep Learning Samar Mahmoud†,…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/MahmoudIrwinChekmarevVyasKattasWhiteheadMansleyBikkerConduitSegall21.pdf
    15 Oct 2021: This is repeated for each data point in each row of the test set. ... subject to greater inter-individual variability between test subjects. Nonetheless, the Alchemite Imputation.
  10. 1498398275196922729-US20140236548A1

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitConduit13.pdf
    30 Aug 2021: with any required Static variables (such as test temperature, test frequency or strain rate).
  11. 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
  12. 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
  13. The Journalof Chemical Physics ARTICLE scitation.org/journal/jcp…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/SantakConduit20.pdf
    23 Aug 2021: The Journalof Chemical Physics ARTICLE scitation.org/journal/jcp. Enhancing NEMD with automatic shear ratesampling to model viscosity and correctionof systematic errors in modeling density:Application to linear and light branched alkanes. Cite as:
  14. Machine learning predictions of superalloymicrostructure Patrick L.…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/TaylorConduit21.pdf
    28 Sep 2021: only test compositions below a certain predictederror threshold and to focus on the predictions most likely to fulfil the targettolerance in an experiment. ... an asterisk in Appendix B).In that test two thermodynamic databases were tested, TTNi8 and

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