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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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