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IntellegensTraining deep neural networks on fragmented data A new ...
www.tcm.phy.cam.ac.uk/~gjc29/talks/LondonTalk2017.pdf5 Sep 2021: IntellegensTraining deep neural networks on fragmented data. A new deep neural network technology thatReduces product development costs. ... Gives 400x the potential to discover new drugs. Second phase of project underway, active discussions on future -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/BakerHughesTalk2021.pdf7 Nov 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. -
BreakfastBriefing_Materials_deck
www.tcm.phy.cam.ac.uk/~gjc29/talks/BreakfastBriefingTalk2020.pdf12 Sep 2021: Solution. Applied novel neural network to combine sparse experimental data with computational thermodynamic predictions to design a new alloy. ... Disadvantages Chromium is toxic, environmentally unfriendly, and expensive. Challenge Design a new steel -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/EngineeringTalk2020.pdf11 Sep 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. ... Inf. Model. 57, 2077 (2017). Impute missing entries to validate. Validate using a realistically split holdout data set, extrapolate to new chemical space. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/DassaultTalk2017.pdf5 Sep 2021: Protein. Dru. g. stru. ctur. e. Predict activity of a new drug. -
Machine learning predicts mechanical properties of porous materials | …
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Porous_Materials.pdf4 Apr 2021: research/news/magnetic-graphene-forms-a-new-kind-of-magnetism). (/research/news/cambridge-launches-regulatory-genome-project). 0 Comments University of Cambridge Research Disqus' Privacy Policy Login1. ... Email. I wish to receive a weekly Cambridge -
Ansys 2021 v1
www.tcm.phy.cam.ac.uk/~gjc29/talks/AnsysTalk2021.pdf17 Dec 2021: Confidential intellegens.ai. Validated a new alloy for 20+ composition/process parameters to satisfy 11 physical criteria. -
National Academy Sciences public
www.tcm.phy.cam.ac.uk/~gjc29/talks/NationalAcademySciencesTalk2019.pdf11 Sep 2021: intellegens.ai. Combustor in a jet engine. intellegens.ai. Direct laser deposition requires new alloys. ... Load data1. Training2. Design3. intellegens.ai. Design and interrogate new materials. intellegens.ai. -
Copy of Advanced Materials Show
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedMaterialsShowTalk2019.pdf11 Sep 2021: Training2. Predict & design3. intellegens.ai. Design, analyse, and share new materials. -
Copy of Granta for Ansys Materials Day v4
www.tcm.phy.cam.ac.uk/~gjc29/talks/AnsysMaterialsDayTalk2021.pdf28 Sep 2021: Minimize business risk by ensuring reliable and repeatable processes. Reduce expense and time to take a new part to market. ... Drug discoveryPredict pharmacokinetics to improve compound selection. Hardfacing materialsDesign new surface treatments to
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