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Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/DuxfordTalk2018.pdf7 Sep 2021: Crystalstructure. Crystalstructure. Schematic of a jet engine. Direct laser deposition requires new alloys. ... Composition. Properties. Process. Fatigue. Weld. Predict and design new materials. Composition Composition. -
Copy of NSG Group
www.tcm.phy.cam.ac.uk/~gjc29/talks/NSGGroupTalk2019.pdf11 Sep 2021: Computersimulation. Request new result. Train. Properties. intellegens.ai. Experimental validation. Ge 89% Au 11% Quench. ... intellegens.ai. Design, analyse, and share new materials. intellegens.ai. Manage models and analyse workflow. -
Computing History
www.tcm.phy.cam.ac.uk/about/history/computing.html26 Jan 2021: This new processor offered 64-bit operation, and clock speeds of over 100MHz. ... This new cluster completely replaced the original. Since then it has been upgraded incrementally. -
IDMBAT_PressRelease
www.tcm.phy.cam.ac.uk/~gjc29/coverage/IDMBAT.pdf4 Apr 2021: The new intelligent data management platform will enable battery technology manufacturers to overcome technical and commercial barriers. ... Speeding up the production of these new battery technologies is critical in addressing the urgent need for -
For Immediate Release ASME Announces AM Innovation Award Winners ...
www.tcm.phy.cam.ac.uk/~gjc29/coverage/ASME.pdf22 Jun 2021: printing. The interactive virtual event featured nearly 40 new product and service demonstrations and. ... The latest release of the company’s PrintRite3D monitoring solution includes new features that. -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/210514Dkn_mjr/14 May 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Whole-tissue stretch regulates epithelial cell fate decisions. Adrien Hallou, Ben Simons and colleagues at the Cambridge Stem Cell Institute and at the Gurdon Institute show -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/210501CrX_mjr19/2 Jul 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Charged surfaces and 3D periodicity. Many codes can calculate solutions of Schrödinger's equation for a range of different materials. Once solved, many chemical and material -
Teaching | Monserrat Lab
www.tcm.phy.cam.ac.uk/~bm418/mphil-topo.html18 Dec 2021: Introduction to Topological Materials. This course runs during Michaelmas term as part of the MPhil in Scientific Computing. Cambridge students outside this MPhil are also welcome (email me for details). This page contains background quantum -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/CamnetTalk2019.pdf11 Sep 2021: Schematic of a jet engine. Combustor in a jet engine. Direct laser deposition requires new alloys. -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/210430AgV_ap2076/18 Oct 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Higher-order and fractional discrete time crystals in clean long-range interacting systems. A team of current and former TCM researchers showed how long-range interactions can -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/DPG_materialsTalk2017.pdf5 Sep 2021: Merge experiments and simulations into holistic design tool. Proposed four new alloys, experimentally verified. -
ATIBoeing_Intellegens_PR
www.tcm.phy.cam.ac.uk/~gjc29/coverage/ATI_Boeing.pdf3 Apr 2021: we believe the 10 selected startups are bringing new ideas and technologies into our industry. ... We are excited about working with new entrepreneurs with a great level of energy and different ways of approaching innovation.”. -
Phase Transitions and CollectivePhenomena Anson Cheungachc2@cam.ac.uk …
www.tcm.phy.cam.ac.uk/~achc2/phase/preface.pdf25 Jan 2021: However,strong interactions frequently induce transitions and lead to new equilibrium phases ofmatter. ... 4] R. P. Feynman, Statistical Mechanics, Benjamin, New York, (1972). Anotherclassic text by Feynman which covers the basic concepts. -
Deep Learning Tool Enables the Identification of Alkanes For ...
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Lubricants.pdf3 Apr 2021: new lubricants. -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/2102259Aq_ap2076/18 Oct 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Time crystals in long-range classical noisy systems. A team of current and former TCM researchers showed how long-range interactions can be leveraged to realize a classical -
Dr Engel
www.tcm.phy.cam.ac.uk/profiles/eae32/3 Mar 2021: In Plain English. Designing new functional materials on a computer and then realising them in a laboratory is a grand challenge -- for no class of materials more so than those composed -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/210814JQn_pcv22/14 Aug 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Why is the training of artificial neural networks so effective? Our research reveals interesting characteristics of common learning techniques employed for training deep -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/EPFLTalk2018.pdf7 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. -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/2104151o2_nw361/15 Apr 2021: About. Research. People. Events. Join us. Impact. Research Highlights. The exact exchange-correlation kernel. Calculations of the exact exchange-correlation kernel within linear response time-dependent density functional theory (TDDFT) elucidates -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/LouvainTalk2018.pdf7 Sep 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. ... Composition. Dis. orde. r. New material most likely to work. Composition. -
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 -
Machine learning making light work of AM aerospace alloys
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Project_MEDAL.pdf15 Jan 2021: AM processing parameters for new metal alloys, making thedevelopment process more time and cost-efficient. ... While this new method is being developed with aerospace in mind, the teambelieves it will have applications for other sectors too. -
Advanced Engineering Show
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedEngineeringShowTalk2019.pdf11 Sep 2021: intellegens.ai. Case study: additive manufacturing. intellegens.ai. Additive manufacturing requires new alloys. -
Confidential intellegens.ai Webinar will begin shortly Solving the…
www.tcm.phy.cam.ac.uk/~gjc29/talks/SmallDataTalk2021.pdf14 Jul 2021: Confidential intellegens.ai. Open Source Malaria competition. Data-driven approach identified new candidate molecules. ... Validate new data. See also our data quality case study with Matmatch. -
OSM_PressRelease_Published1
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Open_Source_Malaria.pdf3 Apr 2021: researchers who design, synthesise and test new antimalarial candidates that they hope will. ... models to improve a promising series of antimalarials, suggests that new AI/ML. -
Advanced Engineering 2021 data slides
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdvancedEngineeringShowTalk2021.pdf4 Nov 2021: Handle sparse,. noisy, complex data. Ready-to-use solution. Confidential intellegens.ai. Validated a new alloy for 20+ composition/process parameters to satisfy 11 physical criteria. -
Richard Needs: Publications
www.tcm.phy.cam.ac.uk/~rn11/publications.html30 Mar 2021: Jack Whaley-Baldwin and Richard Needs, New Journal of Physics 22, 023020 (2020). ... Chris J. Pickard and Richard J. Needs. Nature News and Views 511, 294 (2014). -
DATA - DRIVEN DISCOVERY Deep learning for materials and ...
www.tcm.phy.cam.ac.uk/~gjc29/talks/AdditiveManufacturing2021.pdf23 Feb 2021: Qualification, particularly for metal AM target applications, has to consider new materials and processes. • ... Design your next experiment. Optimise a new alloy and processes to achieve multiple target properties. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/CambridgePhenomenonProgramTalk2021.pdf7 Nov 2021: Machine learning as a black box. Train from historical data. Predict new chemicals. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearchTalk2021.pdf10 Jan 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/TCMCurrentResearch_2Talk2021.pdf14 Jun 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. -
IWGPM 2016 Abstracts
www.tcm.phy.cam.ac.uk/~sea31/IWGPM2016.pdf14 Jan 2021: phenotype, genetic correlations that lead to large robustness and mutation probabilities to new phenotypes that are proportional to the fraction of genotype space that they occupy. ... The question that ultimate faces this new line of research is whether -
Chapter 4 Renormalisation Group Previously, our analysis of the ...
www.tcm.phy.cam.ac.uk/~achc2/phase/chap4.pdf25 Jan 2021: qualitatively new critical behaviour. In the previous section, we saw that a simple scaling. ... Thus onecan investigate which interactions will lead to new universality classes and which will not. -
Deep imputation on large‐scale drug discovery data
www.tcm.phy.cam.ac.uk/~tmw38/Irwin21.pdf2 Oct 2021: would guide the selection and design of new compounds in drug discovery and. ... Virtual models derived fromsuch a “global” model will improve the virtual screening of new compounds. -
March 5, 2021 8:54 IJAIT S0218213021500081 page 1 International ...
www.tcm.phy.cam.ac.uk/~tmw38/Whitehead21.pdf2 Oct 2021: sf (z) f(z) U(0, 2). (2). When making new predictions the random variable S is generally replaced by itsmean of unity, although retaining it provides access to a measure -
Chapter 5 Topological Phase Transitions Previously, we have seen ...
www.tcm.phy.cam.ac.uk/~achc2/phase/chap5.pdf25 Jan 2021: the existence of a new type of continuous phase transition driven by the proliferation of. -
1498398275196922729-US20140236548A1
www.tcm.phy.cam.ac.uk/~gjc29/papers/ConduitConduit13.pdf30 Aug 2021: Then a new combination of design space variables is chosen by random steps. ... The proposed new design variable X, for each can be set in the following way:. -
OPTIMADE, an API for exchanging materials data
www.tcm.phy.cam.ac.uk/~gjc29/papers/OPTIMADE21.pdf12 Aug 2021: New implementations are welcome and can register themselves via a pull request on GitHub (https://github.com/Materials-Consortia/providers). ... This should empower researchers to scan through new and unexpected material families, and train models from -
Temporal fluctuation-induced order in conventional superconductors
www.tcm.phy.cam.ac.uk/~gjc29/papers/FooConduit21.pdf28 Apr 2021: as )|q (as )|. and the second limit is unchanged.In addition to this new communal variational freedom,. -
NICKEL ALLOY COMPOSITION - European Patent Office - EP 2944704 B1
www.tcm.phy.cam.ac.uk/~gjc29/papers/StoneConduitConduit14.pdf30 Aug 2021: In summary, the main advantages of the new alloy in comparison to the prior art are:. -
Template for Electronic Submission to ACS Journals
www.tcm.phy.cam.ac.uk/~tmw38/IrwinLevellWhiteheadSegallConduit20.pdf2 Oct 2021: data when updating models with new data as an ongoing medicinal chemistry project progresses. ... must be made for all inputs in order to make a new prediction.
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