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  2. 2 Oct 2021: deep learning approaches,24 methods that mitigate against training time, as well. ... Ba, Adam: A method for stochastic optimization, arXiv e-prints,. art. arXiv:1412.6980 (2014).24.
  3. Template for Electronic Submission to ACS Journals

    www.tcm.phy.cam.ac.uk/~tmw38/IrwinLevellWhiteheadSegallConduit20.pdf
    2 Oct 2021: QSAR methods 20 including decision trees and random forests 21–23, radial basis functions 24,. ... B. 24. Figure 9. Comparison of the results on the independent test set for best of four QSAR methods.
  4. Deep imputation on large‐scale drug discovery data

    www.tcm.phy.cam.ac.uk/~tmw38/Irwin21.pdf
    2 Oct 2021: L E T T E R. Deep imputation on large-scale drug discovery data. Benedict W. J. Irwin1,2 | Thomas M. Whitehead3 | Scott Rowland4 |. Samar Y. Mahmoud1 | Gareth J. Conduit2,3 | Matthew D. Segall1. 1Optibrium Limited, CambridgeInnovation Park, Cambridge
  5. Richard Needs: Publications

    www.tcm.phy.cam.ac.uk/~rn11/publications.html
    30 Mar 2021: Richard Needs: Publications. Coexistence of plastic and partially diffusive phases in a helium-methane compound. Hao Gao, Cong Liu, Andreas Hermann, Richard J Needs, Chris J Pickard, Hui-Tian Wang, Dingyu Xing, and Jian Sun, Natl. Sci. Rev. 7, 1540
  6. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearchTalk2021.pdf
    10 Jan 2021: Slide 21. Slide 22. Slide 23. Slide 24. Slide 25. Slide 26.
  7. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearch_2Talk2021.pdf
    14 Jun 2021: Slide 21. Slide 22. Slide 23. Slide 24. Slide 25. Slide 26.
  8. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/SurrogateModelsTalk2017.pdf
    3 Sep 2021: Slide 22. Slide 23. Slide 24. Slide 25. Slide 26. Slide 27.
  9. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ODSCTalk2018.pdf
    7 Sep 2021: Slide 24. Slide 25. Slide 26. Slide 27. Slide 28.
  10. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/NUSTalk2017.pdf
    5 Sep 2021: Slide 19. Slide 20. Slide 21. Slide 22. Slide 23. Slide 24.
  11. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/MCR_SCR_Talk2021.pdf
    9 Feb 2021: Slide 20. Slide 21. Slide 22. Slide 23. Slide 24. Slide 25.
  12. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ManchesterTalk2017.pdf
    5 Sep 2021: Slide 19. Slide 20. Slide 21. Slide 22. Slide 23. Slide 24.
  13. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/LouvainTalk2018.pdf
    7 Sep 2021: Slide 20. Slide 21. Slide 22. Slide 23. Slide 24. Slide 25.
  14. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/LorentzTalk2016.pdf
    3 Sep 2021: Slide 24. Slide 25. Slide 26. Slide 27. Slide 28. Slide 29.
  15. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/KymabTalk2020.pdf
    7 Nov 2021: Slide 20. Slide 21. Slide 22. Slide 23. Slide 24.
  16. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/EPFLTalk2018.pdf
    7 Sep 2021: Slide 20. Slide 21. Slide 22. Slide 23. Slide 24. Slide 25.
  17. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/EngineeringTalk2020.pdf
    11 Sep 2021: Slide 21. Slide 22. Slide 23. Slide 24. Slide 25. Slide 26.
  18. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DuxfordTalk2018.pdf
    7 Sep 2021: Slide 19. Slide 20. Slide 21. Slide 22. Slide 23. Slide 24.
  19. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/DassaultTalk2017.pdf
    5 Sep 2021: Slide 19. Slide 20. Slide 21. Slide 22. Slide 23. Slide 24.
  20. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CamnetTalk2019.pdf
    11 Sep 2021: Slide 22. Slide 23. Slide 24.
  21. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CambridgePhenomenonProgramTalk2021.pdf
    7 Nov 2021: Slide 22. Slide 23. Slide 24. Slide 25. Slide 26.
  22. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BPTalk2020.pdf
    11 Sep 2021: Slide 20. Slide 21. Slide 22. Slide 23. Slide 24. Slide 25.
  23. intellegens Machine learning for battery discovery Gareth Conduit…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BoeingBatteryTalk2020.pdf
    7 Nov 2021: Slide 23. Slide 24. Slide 25. Slide 26. Slide 27. Slide 28.
  24. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/BakerHughesTalk2021.pdf
    7 Nov 2021: Slide 19. Slide 20. Slide 21. Slide 22. Slide 23. Slide 24.
  25. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/ASTARTalk2017.pdf
    5 Sep 2021: Slide 22. Slide 23. Slide 24. Slide 25. Slide 26. Slide 27.
  26. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/A_STAR_Talkii2019.pdf
    10 Sep 2021: Slide 21. Slide 22. Slide 23. Slide 24. Slide 25. Slide 26.
  27. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/A_STAR_Talki2019.pdf
    10 Sep 2021: Slide 24. Slide 25. Slide 26. Slide 27. Slide 28. Slide 29.
  28. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/A_STAR_Talk_2020.pdf
    11 Sep 2021: Slide 20. Slide 21. Slide 22. Slide 23. Slide 24. Slide 25.
  29. An Open Drug Discovery Competition: Experimental Validation of…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Todd20.pdf
    26 Nov 2021: Each of the compounds gives rise to effects on the parasite’sinternal Na+ concentration and pH that are consistent with PfATP4 inhibition.20,21,24.
  30. Machine learning predictions of superalloymicrostructure Patrick L.…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/TaylorConduit21.pdf
    28 Sep 2021: Email: pt409@cam.ac.uk. Preprint submitted to Computational Materials Science September 24, 2021. ... 8 305.2 856.9 31.0 941.4 24.8Frequency 92 38 7.
  31. NICKEL ALLOY COMPOSITION - European Patent Office - EP 2944704 B1

    www.tcm.phy.cam.ac.uk/~gjc29/papers/StoneConduitConduit14.pdf
    30 Aug 2021: a low pressure turbine 24 and an exhaust nozzle 26.
  32. The Journalof Chemical Physics ARTICLE scitation.org/journal/jcp…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/SantakConduit20.pdf
    23 Aug 2021: when modeling viscosity of decane;24 Cho, Jeong,and Buig modeled the viscosity of polymer melts;21 Yang, Pakkanen,and Rowley determined the viscosity index of various lubricant sizemolecules,25 as ... NC Nmol E[δρ](gl ). 6 10 0.697 16 0.518 26 0.579 24
  33. OPTIMADE, an API for exchanging materials data

    www.tcm.phy.cam.ac.uk/~gjc29/papers/OPTIMADE21.pdf
    12 Aug 2021: 24. Ong, S. P. et al. Python Materials Genomics (pymatgen): A robust, open-source python library for materials analysis. ... 24, LT-03225, Vilnius, Lithuania. 12Fritz-Haber-Institut der Max-Planck-Gesellschaft, Faradayweg 4-6, 14195, Berlin, Germany.
  34. Imputation of Sensory Properties Using Deep Learning Samar Mahmoud†,…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/MahmoudIrwinChekmarevVyasKattasWhiteheadMansleyBikkerConduitSegall21.pdf
    15 Oct 2021: latent variables; Radial basis functions (RBF) [24]; Random forests (RF) [22]; and Gaussian process (GP) with. ... kernel-based learning methods, Cambridge, U.K.: Cambridge University Press, 2000. [24] P.
  35. The Journal ofChemical Physics ARTICLE scitation.org/journal/jcp…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LiuAndrewsConduit19.pdf
    22 Aug 2021: 24 containing no exact. ... Hartree, Math. Proc. Cambridge Philos. Soc. 24, 111–132 (1928).13J. C. Slater, Phys.
  36. Deep Imputation on Large-Scale Drug Discovery Data

    www.tcm.phy.cam.ac.uk/~gjc29/papers/IrwinWhiteheadRowlandMahmoudConduitSegall21.pdf
    23 Sep 2021: L E T T E R. Deep imputation on large-scale drug discovery data. Benedict W. J. Irwin1,2 | Thomas M. Whitehead3 | Scott Rowland4 |. Samar Y. Mahmoud1 | Gareth J. Conduit2,3 | Matthew D. Segall1. 1Optibrium Limited, CambridgeInnovation Park, Cambridge
  37. Practical Applications of Deep Learning To Impute Heterogeneous Drug…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/IrwinLevellWhiteheadSegallConduit20.pdf
    22 Aug 2021: random forests (RFs),2123 radial basis functions (RBFs),24. support vector machines,25,26 and Gaussian processes(GPs).2729 Intermediate neural network methods have along history, including artificial neural networks11,30 ... CYP2D6 % inhibition 0.26 0.37
  38. A nickel alloy - European Patent Office - EP 2805784 B1

    www.tcm.phy.cam.ac.uk/~gjc29/papers/HardyStoneMignanelliConduitConduit14.pdf
    30 Aug 2021: 30) Priority: 24.05.2013 GB 20130940422.10.2013 GB 201318622. (43) Date of publication of application: 26.11.2014 Bulletin 2014/48. ... 0.24. 50. 135. 0.03. 55. wt. %N. iC. rC. oF. eM.
  39. Temporal fluctuation-induced order in conventional superconductors

    www.tcm.phy.cam.ac.uk/~gjc29/papers/FooConduit21.pdf
    28 Apr 2021: J. Phys. 54, 362 (1986).[24] B. J. Verhaar, J. P. H.
  40. MINET Conference: Measurement, Sensation and Cognition

    www.tcm.phy.cam.ac.uk/~gjc29/papers/DalkeConduitConduitCorso09.pdf
    23 Aug 2021: 2School of Life Sciences, Heriot-Watt University, Scotland, U.K. 3:00 – 3:30 The Rasch model as a measurement model in affective 24. ... Journal of Experimental Psychology: Human Perception & Performance, 24, 830-846. 4.
  41. Alloy composition - European Patent Office - EP 2796580 B1

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitConduitStoneHardy14.pdf
    30 Aug 2021: 21) Application number: 14161255.6. (22) Date of filing: 24.03.2014. (51) Int Cl.:C22C 27/04 (2006.01).
  42. 1498390593355545040-09347118

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitConduitStoneHardy13.pdf
    30 Aug 2021: 45) Date of Patent: May 24, 2016. (54) ALLOY COMPOSITION (56) References Cited. ... U.S. Patent May 24, 2016 US 9,347,118 B2. 16OOP. 1400 - OptimalOW COstalloy'MoB.
  43. Absence of diagonal force constants in cubic Coulomb crystals

    www.tcm.phy.cam.ac.uk/~gjc29/papers/AndrewsConduit20.pdf
    23 Dec 2020: royalsocietypublishing.org/journal/rspa. ResearchCite this article: Andrews B, Conduit G. 2020Absence of diagonal force constants in cubicCoulomb crystals. Proc.R.Soc.A 476:20200518.https://doi.org/10.1098/rspa.2020.0518. Received: 1 July
  44. NATURAL SCIENCES TRIPOS Part II Friday 22 January 2021 ...

    www.tcm.phy.cam.ac.uk/~cc726/TP1/ExamFiles/exam21sol.pdf
    6 Nov 2021: 5]. ——————We have. jµAµ = j A (24)= (M tP ) A (25)= ijkAijMk Ai0Pi (26). =
  45. Wilson's Perturbative RG PH pHot uFuturists legumin 1 loosegrain…

    www.tcm.phy.cam.ac.uk/~achc2/written/lec10.pdf
    27 Feb 2021: are generated. K d I KU I U. t I Et 2 24 2 Cdg G Cqf2Cz4Cz.
  46. 25 Jan 2021: dCddx. =1. xd1Sd, Cd(x) =. x2d. (2d)Sd+ const., (2.19). 24 CHAPTER 2. ... Eq. (2.24) implies that preciselyat Tc, the correlations decay as 1/|x|d2.
  47. Chapter 6 Quantum Phase Transitions The aim of this ...

    www.tcm.phy.cam.ac.uk/~achc2/phase/chap6.pdf
    25 Jan 2021: d|q|2 a. 2. 2O(|q|4). ],. (6.24). and its inverse is given by.
  48. 25 Jan 2021: βHpair = 2Eq2 4π2q2KC(x), (5.24). where q, q are the charges of the vortex and the anitvortex respectively, and 2E isthe self-energy of a dipole of size a.
  49. 4 Feb 2021: to the surveys [31, 24] for further background. Let d 1 and let K Zd be finite.
  50. Mixing times of Markov chains Perla Sousi∗ December 8, ...

    www.statslab.cam.ac.uk/~ps422/mixing-notes.pdf
    8 Dec 2020: 16. 3.2 Examples. 20. 3.3 Hitting time bound. 23. 4 Dirichlet form and the bottleneck ratio 24. ... 24. Corollary 4.2. Let P be a reversible matrix with respect to π.
  51. CORRECTIONS for ‘Mathematical foundations of infinite-dimensional…

    www.statslab.cam.ac.uk/~nickl/Site/__files/CORRECTIONS.pdf
    19 Dec 2020: p.24, in equation (2.3) and the line after it, replace (twice) ‘1/π2’ by ‘4/π2’, and in line -1, replaceonce more ‘K = 1π2 ’ by ‘K =. 4π2 ’. p.25, ... 2.21), replace ‘t2’ by ‘u2’. p.37, equation (2.24): replace ‘Eeξ2/c2 =.

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