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  2. Probabilistic design of a molybdenum-base alloy using a neural ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitJonesStoneConduit17ii.pdf
    24 Aug 2020: Thisapproach may take up to twenty years to design and ver-ify a new material. ... With the neural network tool in place it is now used todesign a new Mo-base forging die alloy.
  3. PHYSICAL REVIEW A 88, 013601 (2013) Exploring exchange mechanisms ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Bugnion13i.pdf
    24 Aug 2020: Szabó and N. S. Ostlund, Modern Quantum Chemistry:. Introduction to Advanced Electronic Structure Theory (Dover,New York, 1989). ... 27] T. Helgaker, P. Jørgensen, and J. Olsen, Molecular ElectronicStructure Theory (Wiley & Sons, New York, 2000).
  4. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusTalk2014.pdf
    24 Aug 2020: Oxidationresistance. Corrosionresistance. Processibility. Fracturetoughness Yield strength. Requiredproperties. for new alloy. Multidimensional design space. ... Predicted material. Conclusions: scientific. • Developed new algorithms to optimize a
  5. Our technologyAlchemite™ is a unique machine learning solution that…

    www.tcm.phy.cam.ac.uk/~gjc29/posters/Intellegens3.pdf
    24 Aug 2020: Experimentally verified new materials in aerospace, automotive, superalloys, batteries, concrete, and steels. ... Predictive maintenance. Discover new drugs. Papers https://www.intellegens.co.uk/paper.html. Dr Gareth ConduitTelephone 44(0)1223337005
  6. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/201209Ky6_sd843/
    9 Dec 2020: The researchers found a way to protect highly fragile quantum systems from noise, which could aid in the design and development of new quantum devices, such as ultrafast quantum computers. ... This finding opens up a new window into the quantum world
  7. RAPID COMMUNICATIONS PHYSICAL REVIEW A 87, 060502(R) (2013)…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Bugnion13ii.pdf
    24 Aug 2020: 033404 (2005). [15] V. S. Melezhik and P. Schmelcher, New J.
  8. Concurrent materials design Gareth Conduit EP14153898.3; US…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/TecEdgeTalk2014.pdf
    24 Aug 2020: Ni-base superalloy. Amendment to US 2013/0052077 A1; EP14157622.3; GB1408536.9. Four new tools. ... Prospects in the future. Exploit correlations between material properties, compositions, and families to design four new alloys.
  9. Special Report For reprint orders, please contact:…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/IrwinMahmoudWhiteheadConduitSegall20.pdf
    24 Aug 2020: Imputation models also provide the flexibility to use newly available experimental data to strengthenpredictions at any given time; as soon as a new data point is measured it can be input ... models can easily be extended to this case by only inputting
  10. PHYSICAL REVIEW A 82, 043604 (2010) Itinerant ferromagnetism in ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Conduit10.pdf
    24 Aug 2020: One intriguing possibility opened up by the new formalismdeveloped to study fluctuation corrections is ferromagnetic. ... Pathria, Statistical Mechanics (Pergamon Press, New York,1996). [22] N. D. Mermin and H.
  11. NATURAL SCIENCES TRIPOS Part II Wednesday 17 January 2018 ...

    www.tcm.phy.cam.ac.uk/~cc726/TP1/ExamFiles/exam20sol.pdf
    27 Jan 2020: a) [part book work, part new] Derive the minimal energy state(s) of the fieldφ and obtain the Lagrangian density for small fluctuations χ about (one of) theminimum energy state(s), ... 2]. ——————. (c) [part book work, part new] Write the
  12. RAPID COMMUNICATIONS PHYSICAL REVIEW B 87, 121112(R) (2013)…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitPedderGreen13.pdf
    24 Aug 2020: continuous,zero-temperature phase transitions has provided a rich vein ofexperimental surprises and theoretical insights.1–3 Fluctuationsin such systems drive new critical behavior that inextricablyinvolves quantum dynamics, described by Hertz4
  13. PHYSICAL REVIEW A 82, 043603 (2010) Dynamical instability of ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitAltman10.pdf
    24 Aug 2020: Therefore the new experimental protocol offers a promisingway to observe magnetism without the damaging effects ofloss. ... Lett. 102, 165302(2009). [18] R. K. Pathria, Statistical Mechanics (Pergamon Press, New York,1996).
  14. High-fidelity contact pseudopotentials and p-wave superconductivity…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/BugnionNeedsConduit14.pdf
    24 Aug 2020: Troullier-Martins form of norm-conserving pseudopoten-tials [36, 37] and the new ultratransferable pseudopoten-tial.
  15. PHYSICAL REVIEW B 87, 184414 (2013) Quantum Monte Carlo ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Conduit13i.pdf
    24 Aug 2020: R. Cooper, Phys. Rev. Lett. 109, 265301 (2012).27V. K. Thankappan, Quantum Mechanics (New Age International,. ... New Delhi, 1993).28R. J. Needs, M. D. Towler, N. D. Drummond, and P.
  16. PHYSICAL REVIEW A 83, 043618 (2011) Effect of three-body ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitAltman09.pdf
    24 Aug 2020: III we adapt the generalized random phase approx-imation formalism, previously used to analyze the itinerantferromagnetic transition [8], to include the new terms due toloss. ... Are new modes or instabilitiesgenerated in the presence of the new terms?
  17. Design of a nickel-base superalloy using a neural network ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitJonesStoneConduit17.pdf
    24 Aug 2020: We use the tool to propose a new nickel-base super-alloy [14]. ... Acombined optimization of alloy composition and aging temper-ature in designing new uhs precipitaition hardenable stainlesssteels.
  18. Many-flavor electron gas approach to electron-hole drops G. J. ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Conduit08.pdf
    24 Aug 2020: drops, finding a new form for the density profile and its surface scaling properties. ... V. CONCLUSIONS. This paper describes a new formalism for calculating thebehavior of a MFEG.
  19. Fragment Graphical Variational AutoEncoding for Screening Molecules…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ArmitageConduitSirringhaus19.pdf
    24 Aug 2020: new molecular additives, there is insufficient correlational. data, theoretical knowledge and experimental techniques to. ... Based on this small. dataset, we would like to extrapolate and find new molecular.
  20. A repulsive atomic gas on the border of itinerant ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/WeizmannTalk2010.pdf
    24 Aug 2020: 2) Consider how fluctuation corrections affect the transition3) Introduce new formalism that addresses atom loss4) Analyze how the mutual annihilation of defects inhibits the formation. ...  QMC also sees first order transition. New approach to
  21. Perspectives on itinerant ferromagnetism in an atomic Fermi gas ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CIFARTalk2010.pdf
    24 Aug 2020: interaction strength3) Focus on new experimental protocol to minimize three-body loss. ... Summary of equilibrium results. Momentum distribution. New approach to fluctuation corrections.
  22. intellegens.ai Design of an alloy fordirect laser depositionusing…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/MetalysisTalk2019.pdf
    24 Aug 2020: intellegens.ai. Direct laser deposition requires new alloys. intellegens.ai. Direct laser deposition is similar to welding. ... Alchemite exploits all available information for materials design. Proposed and verified new alloy for direct laser deposition
  23. 1 Structure–Mechanical Stability Relations of Metal-Organic…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Moghadam19.pdf
    24 Aug 2020: needed to design new MOFs exhibiting an elevated stability, crucial for industrial. ... and easily predict the mechanical properties of new MOFs synthesized in their labs as well.
  24. Machine learning can struggle to make accurate predictions when ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/SegallIrwinWhiteheadMahmoudShieldsTurnerElliottMarcuPariniChampnessConduit20.pdf
    12 Nov 2020: However, this method creates new challenges in managing the volume of the resulting data, making the results easily accessible and enabling decision-makers to answer their key questions intuitively. ... The combination of an innovative scientific
  25. Diffusion Monte Carlo study of a valley-degenerate electron gas ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitHaynes08.pdf
    24 Aug 2020: 195310-9. tific, Singapore, 1994.24 C. Kittel, Introduction to Solid State Physics Wiley, New York,. ... D. Mahan, Many-Particle Physics Plenum, New York, 1993.29 N. Metropolis, M.
  26. Predicting the Current and Future State of Batteries usingData-Driven …

    www.tcm.phy.cam.ac.uk/~gjc29/papers/NgZhaoYanConduitSeh20.pdf
    24 Aug 2020: full charge, Cnom is the nominal capacity of the brand new battery, and. ... capacity of the battery at full charge compared to the nominal capacity when new.
  27. PHYSICAL REVIEW E 83, 066706 (2011) Strategies for improving ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LeeConduit10.pdf
    24 Aug 2020: 1,2,4,5]. The practical challenges facing QMC are largely concernedwith improving the efficiency of the algorithms and the designof new trial wave functions. ... expression is also a valid approximation to the VMCenergy, with the advantage that rejected
  28. Predicting physical properties of alkanes with neural networks

    www.tcm.phy.cam.ac.uk/~gjc29/papers/SantakConduit19.pdf
    24 Aug 2020: With these two additional chemical descriptors, we trainand cross-validate a new neural network with a cross-validation,obtaining R2 = 0.998 (Figure 14).
  29. Materials data validation and imputation with an artificial neural ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/VerpoortMacDonaldConduit18.pdf
    24 Aug 2020: 1. Introduction. Through the stone, bronze, and iron ages the discoveryof new materials has chronicled human history. ... The approach buildson the formalism used to design new nickel-base superal-loys [9].
  30. Absence of diagonal force constants in cubic Coulomb crystals

    www.tcm.phy.cam.ac.uk/~gjc29/papers/AndrewsConduit20.pdf
    23 Dec 2020: 2002 Understanding physics, 16.3. New York, NY: Springer.16. Mavadia S, Goodwin J, Stutter G, S, D,.
  31. PHYSICAL REVIEW B 90, 184302 (2014) Extracting semiconductor band ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/MonserratConduitNeeds14.pdf
    24 Aug 2020: Choyke, in Silicon Carbide—1968, edited by H. Henisch and. R. Roy (Pergamon, New York, 1969), pp.
  32. Diffusion Monte Carlo study of a spin-imbalanced two-dimensional…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/FooConduit19.pdf
    24 Aug 2020: However, recent experimental developments inthe field of ultracold atomic gases [33] promise new routes tothe realization of and deep insight into the spatially nonuni-form pairing state, with the technique already
  33. Machine learning to predict mesenchymal stem cell efficacy for…

    www.tcm.phy.cam.ac.uk/~gjc29/papers/LiuLuOhConduit20.pdf
    11 Nov 2020: between all properties, and predict these relations for new therapies. The establishment of the. ... matrices that are then used to predict therapeutic outcome for the new patient.
  34. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/200706F2I_mm2025/
    6 Jul 2020: Researchers uncover an effect that limits the potential usefulness of certain types of quantum systems, thus narrowing the search for new quantum devices. ... This emergent breaking of time-reversal symmetry leads to detrimental effects which raise
  35. PHYSICAL REVIEW A 93, 042702 (2016) Pseudopotential for the ...

    www.tcm.phy.cam.ac.uk/~gjc29/papers/Whitehead16.pdf
    24 Aug 2020: The smoothness ofthe new pseudopotential also radically speeds up numericalcalculations [31,32].
  36. 1 Concurrent materials design Gareth Conduit Patents GB1302743.8…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/KentTalk2014.pdf
    24 Aug 2020: 3. Designing a new alloy – what is required? Requiredproperties. for new alloy. ... Combine further first principles approaches to build new databases and guide extrapolation.
  37. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/IOM3Talk2020.pdf
    24 Aug 2020: Reduce the need for expensive experimental development. Accelerate discovery of new formulations. ... Direct laser deposition requires new alloys. Analogy between 3D printing and welding.
  38. Concurrent materials design Gareth Conduit EP14153898.3; US…

    www.tcm.phy.cam.ac.uk/~gjc29/talks/EdinburghTalk2014ii.pdf
    24 Aug 2020: Computational. Materialscharacterization. Two new tools. Neuralnetwork. fittingExperimental. databases. Materialsoptimization. Computational. Ni-base superalloy. ... Amendment to US 2013/0052077 A1; EP14157622.3; GB1408536.9. Three new tools.
  39. Predicting physical properties of straight chain hydrocarbons using…

    www.tcm.phy.cam.ac.uk/~gjc29/posters/Lubricants.pdf
    24 Aug 2020: Historically, drawing inferences from fragmented data sets has been difficult. A new approach based on neural networks and developed by Dr.Gareth Conduit enables us to draw inferences from fragmented data ... sets. We apply this new approach to predict
  40. More is different for condensed matter physics Gareth ConduitWeizmann …

    www.tcm.phy.cam.ac.uk/~gjc29/talks/StPaulsTalk2011.pdf
    24 Aug 2020: understood collective motion – more is different Many-body interactions coupled with quantum mechanics leads to new.
  41. Weizmann Institute of Science Gareth Conduit & Ehud Altman ...

    www.tcm.phy.cam.ac.uk/~gjc29/posters/SS.pdf
    24 Aug 2020: The spiral evolution has critical slowing at kFa1 and peak growth rate at k=Q/ 2.An evolved spin spiral contains new plane waves that themselves evolve, which we further analyze
  42. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/200719CJD_rjs269/
    19 Jul 2020: Researchers uncover new topological charges in specific kinds of metals. Reciprocal braiding of band nodes-. ... Apart from retrieving relations with intricate mathematical evaluations, this study reveals that such systems host band node excitations with
  43. Joseph Prentice's Home Page

    www.tcm.phy.cam.ac.uk/~jcap3/
    7 May 2020: First-principles anharmonic calculations and the dynamic Jahn-Teller effect, American Physical Society March Meeting, New Orleans, 13-17 March 2017.
  44. Talks: Gunnar Möller

    www.tcm.phy.cam.ac.uk/~gm360/talks/talks.htm
    1 Jun 2020: RECENT TALKS ]. Topological order. Topological Chern Marker Currents. National Taiwan University, seminar entitled "Topological order: new states and new probes", January 2019 (slides). ... Fractional Chern Insulators in Harper-Hofstadter Bands with
  45. A repulsive atomic gas on the border of itinerant ...

    www.tcm.phy.cam.ac.uk/~gjc29/talks/NewspinTalk2010.pdf
    24 Aug 2020: Summary of equilibrium results. Momentum distribution. New approach to fluctuation corrections.
  46. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusMCRTalk2015.pdf
    24 Aug 2020: Oxidationresistance. Corrosionresistance. Processibility. Fracturetoughness Yield strength. Requiredproperties. for new alloy. Multidimensional design space. ... Testing the yield stress. Testing the yield stress. Summary. Used artificial intelligence to
  47. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/200715APA_mjr/
    15 Jul 2020: About. Research. People. Events. Join us. Impact. Research Highlights. Open-source coding for electronic structure calculations. Micael Oliveira,et al. The Electronic Structure Library (ESL) has created an effective collaboration platform for a
  48. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusTalk2016.pdf
    24 Aug 2020: Jet engine: turbine discs. Designing a new alloy – what is required? ... Developed new algorithms to optimize a material’s properties. • Manufactured alloys fulfill physical criteria.
  49. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/200619Dpu_ccw45/
    19 Jun 2020: About. Research. People. Events. Join us. Impact. Research Highlights. Non-Hermitian topology corresponds to directional amplification. The authors show that non-trivial values of a topological invariant, a winding number defined on the spectrum of
  50. Research Highlights

    www.tcm.phy.cam.ac.uk/highlights/200916HRJ_nrc25/
    16 Sep 2020: The finding about the continuous transition provides a new way of interpreting the contradicting body of experiments on dense hydrogen.
  51. Slide 1

    www.tcm.phy.cam.ac.uk/~gjc29/talks/CaiusTalk2015.pdf
    24 Aug 2020: Jet engine: turbine discs. Designing a new alloy – what is required? ... for new alloy. Multidimensional design space. and 4 different manufacturing processes.

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