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Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/ACSTakedaTalk2018.pdf24 Aug 2020: 57, 2077 (2017). Random Realistic. Want to impute missing entries. Validate using a realistically split holdout data set, extrapolate to new chemical space. ... Train across all endpoints simultaneously to pull out activity-activity correlationsImpute -
LIMITS TO THE UNIVERSALITY OF QM
www.tcm.phy.cam.ac.uk/~bdj10/papers/QMlimits.html6 Aug 2020: 3. D. Bohm, Unfolding meaning (Ark, London and New York, 1987), Chapter 3. ... 4. N. Bohr, Atomic Physics and Human Knowledge (Wiley, New York, 1958), Chapters 2 and 3. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/MLDGTalk2019.pdf24 Aug 2020: Schematic of a jet engine. Combustor in a jet engine. Direct laser deposition requires new alloys. -
intellegens.ai Machine learning for the design of materials,…
www.tcm.phy.cam.ac.uk/~gjc29/talks/DITTalk2019.pdf24 Aug 2020: Training2. Predict & design3. intellegens.ai. Manage and analyse models. intellegens.ai. Design, analyse, and share new materials. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/UCLTalk2013.pdf24 Aug 2020: Designing a new material – what is required? PCost. PDensity. PFatiguePCreepPOxidation. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/ACSProteinTalk2018.pdf24 Aug 2020: 57, 2077 (2017). Random Realistic. Want to impute missing entries. Validate using a realistically split holdout data set, extrapolate to new chemical space. ... Train across all endpoints simultaneously to pull out activity-activity correlationsImpute -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/CDTTalk2018.pdf24 Aug 2020: 2012: Working with Rolls Royce UTC. Design new materials that fulfil multiple target criteria in yield, hardness, melting, oxidation, cost, density, fatigue, toughness, creep, and processibility. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/DPGMaterialsTalk2018.pdf24 Aug 2020: Theory of Condensed Matter group. Direct laser deposition requires new alloys. -
Medicines Discovery Catapult Ltd | Incorporated in England and ...
www.tcm.phy.cam.ac.uk/~gjc29/coverage/MDC.pdf24 Aug 2020: trials and regulatory approval, greatly adding to the costs of creating new medicines. ... discovery and early development of new medicines. Helping to transform ideas into commercial. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/WarwickTalk2016.pdf24 Aug 2020: Fatigue lifeCreep. Oxidationresistance. Corrosionresistance. Fracturetoughness. Processibility Yield strength. Requiredproperties. for new alloy. ... Used artificial intelligence to discover materials. Proposed four new alloys, experimentally verified, -
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www.tcm.phy.cam.ac.uk/~gjc29/talks/ASTARTalk2018ii.pdf24 Aug 2020: Crystalstructure. Crystalstructure. Direct laser deposition requires new alloys. Neural networks for materials design. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/AIinHETalk2019.pdf24 Aug 2020: Combustor in a jet engine. Direct laser deposition requires new alloys. -
An ab initio study of theLittle-Parks effect in ultrathin ...
www.tcm.phy.cam.ac.uk/~gjc29/talks/UCLTalk2011.pdf24 Aug 2020: Accelerated Metropolis sampling To perform thermal sum calculate. Propose new configuration of and , accept with probability. ... Calculating costs , where is the number of sites New method calculates using a order. -
Breakthroughs in data driven materials design EP14153898.3; US…
www.tcm.phy.cam.ac.uk/~gjc29/talks/SAITHQTalk2014.pdf24 Aug 2020: Materialsoptimization. Computational. InGaN-base semiconductors for blue LEDs. Three new tools in the materials design pipeline. ... Test four new tools uniquely unified within a materials design tool to maximize learning from data. -
Ben Gurion University & Weizmann Institute of ScienceCurt von ...
www.tcm.phy.cam.ac.uk/~gjc29/posters/WarwickFerromagnet.pdf24 Aug 2020: New experimental signatures include: The formation of larger domains within a harmonic trap. ... INTRODUCTION. NEW EXPERIMENTAL SIGNATURES FROM MASS IMBALANCE. curt.vonkeyserlingk@physics.ox.ac.uk. Itinerant ferromagnetism in a Fermi gas with mass -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/LegionTalk2018.pdf24 Aug 2020: Schematic of a jet engine. Direct laser deposition requires new alloys. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/MilliporeSigmaTalk2020.pdf24 Aug 2020: Realistically split holdout data set, extrapolate to new chemical space. Impute missing entries in new chemical space. ... Realistically split holdout data set, extrapolate to new chemical space, and calculate the accuracy. -
Electrons in a spin Gareth ConduitUniversity of Cambridge Pt ...
www.tcm.phy.cam.ac.uk/~gjc29/talks/CUPSTalk2011.pdf24 Aug 2020: Study many-body phenomena driven by firmly established equations of motion. Search for new fundamental equations of motion. ... important collective motion – more is different Many-body interactions coupled with quantum mechanics leads to new. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/ASTARTalk2018.pdf24 Aug 2020: Crystalstructure. Crystalstructure. Direct laser deposition requires new alloys. Neural networks for materials design. ... Experimental validation. Validated by another company who identified new proteins. and experimentally measured the protein activity -
3. LOCAL ENERGYThe polarisability was found to be The ...
www.tcm.phy.cam.ac.uk/~gjc29/posters/ManyFlavour.pdf24 Aug 2020: 1. OVERALL AIMAnalyse many flavour electron gases.SPECIFIC AIMS OF THIS PROJECT Derive new analytical results for the system. ... 1).We introduce a new quantum number, the flavour, which denotes an electron's valley.
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