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IntellegensTraining deep neural networks on fragmented data A new ...
www.tcm.phy.cam.ac.uk/~gjc29/talks/CambridgeTalk2017.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 -
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 -
arxiv-quirks
www.tcm.phy.cam.ac.uk/~bdj10/articles/arXiv-quirks.html16 Jun 2021: The process works thus for ordinary, humdrum papers, but papers with new ideas are liable to be caught by the rigid mechanism devised by the archive's founder, intended to maintain -
OptaDOS -- About
www.tcm.phy.cam.ac.uk/~ajm255/optados/publications.html20 Jul 2021: OptaDOS - a new tool for EELS calculations R. J. Nicholls, A. -
Nick Woods
www.tcm.phy.cam.ac.uk/profiles/nw361/31 Mar 2021: About. Research. People. Events. Join us. Impact. Nick Woods. Nick Woods. Member of Clare College. PhD student in Dr Hasnip's group. Office: 543 Mott Bld. Phone: 44(0)1223 3 37466. Email: nw361 @ cam.ac.uk. ORCID: 0000-0002-5913-2206. TCM Group, -
Optibrium Publishes Major Peer-Reviewed Study on AI Applications to…
www.tcm.phy.cam.ac.uk/~gjc29/coverage/Takeda.pdf29 Jun 2021: Optibrium Publishes Major Peer-Reviewed Study on AI Applications t. https://www.optibrium.com/news/optibrium-publishes-major-peer-rev. 1 of 4 29-Jun-21, 4:00 PM. ... Optibrium Publishes Major Peer-Reviewed Study on AI Applications t. https://www.optibrium -
PowerPoint Presentation
www.tcm.phy.cam.ac.uk/~gjc29/posters/MaxwellShowcase.pdf7 Nov 2021: Materials and drugs discoverywith deep learning. Using a new deep learning technology developed at the University of Cambridge, we analyse big, fragmented datasets, with a small number of well-characterized records, ... Our new algorithm can extract an -
IDMBAT Intellegens Introduction 2
www.tcm.phy.cam.ac.uk/~gjc29/talks/GrantaTalk2019.pdf11 Sep 2021: Load data1. Training2. Design3. intellegens.ai. Machine learning for materials design. Merge sparse databases to deliver deep insights into new materials. -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/Basel2019.pdf10 Sep 2021: Realistically split holdout data set, extrapolate to new chemical space, and calculate the accuracy. ... identify new hits. Take Alchemite to market with Optibrium. gareth@intellegens.ai. Slide 1. -
Michael Hutcheon
www.tcm.phy.cam.ac.uk/profiles/mjh261/12 Mar 2021: About. Research. People. Events. Join us. Impact. Michael Hutcheon. Michael Hutcheon. Member of Hughes Hall. PhD student in Prof Needs' group. Office: 543 Mott Bld. Phone: 44(0)1223 3 37466. Email: mjh261 @ cam.ac.uk. TCM Group, -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/IOM3Talk2021.pdf24 May 2021: Combustor in a jet engine. Direct laser deposition requires new alloys. -
National Physics Lab IOM talk
www.tcm.phy.cam.ac.uk/~gjc29/talks/NPLTalk2020.pdf30 Nov 2021: Accelerate discovery and validation to 2 years. Additive manufacturing requires new alloys. -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/2109179Sq_rjs269/17 Sep 2021: Our study unveils a new regime of topological phases where multi-gap topology and non-Abelian charges of band nodes play a crucial role in understanding semimetals with inter-connected multiple -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/210715FlR_br395/15 Jul 2021: A new Cambridge experiment sheds light on an exotic state of matter that has defied discovery for decades. ... In the new experiment, the researchers study a proposed candidate material by exciting it with an intense laser pulse which generates "ripples" -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/ODSCTalk2018.pdf7 Sep 2021: 57, 2077 (2017). Want to impute missing entries. Validate using a realistically split holdout data set, extrapolate to new chemical space. ... Neural networks for materials design. Materials designed. Summary. Impute values in sparse matrix to high -
Wilson's Perturbative RG PH pHot uFuturists legumin 1 loosegrain…
www.tcm.phy.cam.ac.uk/~achc2/written/lec10.pdf27 Feb 2021: y ge Q J. de4 n. new fixed. fit. y 2 7 e Oci. -
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 -
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. -
Research Highlights
www.tcm.phy.cam.ac.uk/highlights/210315AeT_pc652/15 Mar 2021: About. Research. People. Events. Join us. Impact. Research Highlights. Dual-unitary circuit models of thermalization. Minimal exactly solvable models for a wide range of many-body dynamics are constructed. Complete unitary time evolution -
Slide 1
www.tcm.phy.cam.ac.uk/~gjc29/talks/KymabTalk2020.pdf7 Nov 2021: 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.
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