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Deep learning-enabled detection of rare circulating tumor cell clusters in whole blood using label-free, flow cytometry

Lab Chip, 2024, 24,2237-2252
DOI: 10.1039/D3LC00694H, Paper
Open Access
  This article is licensed under a Creative Commons Attribution 3.0 Unported Licence.
Nilay Vora, Prashant Shekar, Taras Hanulia, Michael Esmail, Abani Patra, Irene Georgakoudi
We present a deep-learning enabled, label-free flow cytometry platform for identifying circulating tumor cell clusters in whole blood based on the endogenous scattering detected at three wavelengths. The method has potential for in vivo translation.
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A prediction model for CO2/CO adsorption performance on binary alloys based on machine learning

RSC Adv., 2024, 14,12235-12246
DOI: 10.1039/D4RA00710G, Paper
Open Access
Xiaofeng Cao, Wenjia Luo, Huimin Liu
Machine-learning models were constructed to accurately predict CO2 and CO adsorption affinity on a wide range of binary alloying.
The content of this RSS Feed (c) The Royal Society of Chemistry




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Correction: Photocatalytic degradation of drugs and dyes using a machine learning approach

RSC Adv., 2024, 14,12983-12983
DOI: 10.1039/D4RA90045F, Correction
Open Access
  This article is licensed under a Creative Commons Attribution 3.0 Unported Licence.
Ganesan Anandhi, M. Iyapparaja
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ProteoMutaMetrics: machine learning approaches for solute carrier family 6 mutation pathogenicity prediction

RSC Adv., 2024, 14,13083-13094
DOI: 10.1039/D4RA00748D, Paper
Open Access
  This article is licensed under a Creative Commons Attribution 3.0 Unported Licence.
Jiahui Huang, Tanja Osthushenrich, Aidan MacNamara, Anders Mälarstig, Silvia Brocchetti, Samuel Bradberry, Lia Scarabottolo, Evandro Ferrada, Sergey Sosnin, Daniela Digles, Giulio Superti-Furga, Gerhard F. Ecker
Predict SLC6 mutation clinical pathogenicity by calculating the amino acid descriptors in different ranges with rationalization analysis of the prediction.
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Formation of H-bonding networks in the solid state structure of a trinuclear cobalt(III/II/III) complex with N2O2 donor Schiff base ligand and glutaric acid as bridging co-ligand: synthesis, structure and DFT study

RSC Adv., 2024, 14,13200-13208
DOI: 10.1039/D3RA07697K, Paper
Open Access
Sovana Maity, Sudip Bhunia, Michael G. B. Drew, Rosa M. Gomila, Antonio Frontera, Shouvik Chattopadhyay
Formation of hydrogen bonding network in a trinuclear linear mixed-valence centrosymmetric cobalt(III)–cobalt(II)–cobalt(III) complex has been analyzed using DFT calculations.
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Catalytic copolymerization of carbon dioxide and cyclohexene oxide by a trinuclear cyclohexane-bridged tetradentate Schiff base chromium complex

Polym. Chem., 2024, 15,4519-4528
DOI: 10.1039/D4PY00956H, Paper
Jie Huang, Boxiong Shen
The development of catalytic systems is a central area of research in carbon dioxide (CO2) and epoxy copolymerization.
The content of this RSS Feed (c) The Royal Society of Chemistry




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Interpretable machining learning assisted insights into bifunctional squaramide catalyzed ring-opening polymerization of lactide

Polym. Chem., 2024, 15,4562-4569
DOI: 10.1039/D4PY00866A, Paper
Shaoju Cao, Mengting Hong, Junyuan Hu, Zhenjiang Li, Jin Huang, Kai Guo
A bifunctional squaramide catalyst with tunable activity enables the controlled ring-opening polymerization of lactide. Combining bench experiments and interpretable machine learning offer insights into catalyst structures, promoting catalyst design.
The content of this RSS Feed (c) The Royal Society of Chemistry




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Machine Learning-Assisted Pattern Recognition and Imaging of Multiplexed Cancer Cells via Porphyrin-Embedded Dendrimer Array

J. Mater. Chem. B, 2024, Accepted Manuscript
DOI: 10.1039/D4TB01861C, Paper
Jiabao Hu, Weiwei Ni, Mengting Han, Yunzhen Zhan, Fei Li, Hui Huang, Jinsong Han
Early cancer detection plays a vital role in improving the survival rate of cancer patients, underscoring the importance of developing cancer detecting methods. However, it is of great challenge to...
The content of this RSS Feed (c) The Royal Society of Chemistry





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Liquid saliva-based Raman spectroscopy device with on-board machine learning detects COVID-19 infection in real-time

Analyst, 2024, 149,5535-5545
DOI: 10.1039/D4AN00729H, Paper
Open Access
Katherine J. I. Ember, Nassim Ksantini, Frédérick Dallaire, Guillaume Sheehy, Trang Tran, Mathieu Dehaes, Madeleine Durand, Dominique Trudel, Frédéric Leblond
Raman spectroscopy and machine learning is used in combination to detect COVID-19 positive saliva in liquid form.
The content of this RSS Feed (c) The Royal Society of Chemistry




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Densification of sodium and magnesium aluminosilicate glasses at ambient temperature: structural investigations by solid-state nuclear magnetic resonance and molecular dynamics simulations

Phys. Chem. Chem. Phys., 2024, 26,27348-27362
DOI: 10.1039/D4CP02431A, Paper
Millena Logrado, Yara Hellen Firmo Gomes, Tomiki Inoue, Shingo Nakane, Yoshinari Kato, Hiroki Yamazaki, Akihiro Yamada, Hellmut Eckert
Superposition of 17O triple-quantum magic-angle spinning NMR spectra of 20MgO–20Al2O3–60SiO2 (MAS**) and 20Na2O–20Al2O3–60SiO2 (NAS**) glasses prepared at ambient pressure (AP) and pressurized and decompressed at 25 GPa at room temperature (HP(25)).
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Machine-learning-accelerated structure prediction of PtSnO nanoclusters under working conditions

Phys. Chem. Chem. Phys., 2024, 26,27624-27632
DOI: 10.1039/D4CP03769C, Paper
Fanke Zeng, Wanglai Cen
Credible property calculations based on the structure prediction of multi-component catalyst clusters under working conditions via a machine-learning-accelerated genetic algorithm and ab initio thermodynamics approach.
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Hydrogen bond network structures of protonated 2,2,2-trifluoroethanol/ethanol mixed clusters probed by infrared spectroscopy combined with a deep-learning structure sampling approach: the origin of the linear type network preference in protonated fluoroal

Phys. Chem. Chem. Phys., 2024, 26,27751-27762
DOI: 10.1039/D4CP03534H, Paper
Po-Jen Hsu, Atsuya Mizuide, Jer-Lai Kuo, Asuka Fujii
Infrared spectroscopy combined with a deep-learning structure sampling approach reveals the origin of the unusual structure preference in protonated fluorinated alcohol clusters.
The content of this RSS Feed (c) The Royal Society of Chemistry




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Dynamics of ionic liquids by means of nuclear magnetic resonance relaxation – overview of theoretical approaches

Phys. Chem. Chem. Phys., 2024, 26,27248-27259
DOI: 10.1039/D4CP03183K, Review Article
Danuta Kruk, Elzbieta Masiewicz, Roksana Markiewicz, Rajendra Kumar Singh
Nuclear magnetic resonance relaxometry probes the translational and rotational dynamics of ionic liquids. To take advantage of this unique experimental potential, appropriate theoretical models are needed.
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Deciphering nonlinear optical properties in functionalized hexaphyrins via explainable machine learning

Phys. Chem. Chem. Phys., 2024, Advance Article
DOI: 10.1039/D4CP03303E, Paper
Eline Desmedt, Michiel Jacobs, Mercedes Alonso, Freija De Vleeschouwer
The NLO response of hexaphyrins is traced back to its driving forces using kernel ridge regression and explainable machine learning. Orbital and charge-transfer based features play a key role, as opposed to aromaticity and geometrical descriptors.
To cite this article before page numbers are assigned, use the DOI form of citation above.
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For a clean and clear agreement of sale

Whether you are purchasing a site for construction of a house or an apartment from a builder, the sale agreement is a document that you will need to scrutinise minutely before signing, says Preenand P.



  • Q & A

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A clear picture on bridge loans



  • Q & A

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Red Bull F1 boss Christian Horner cleared following probe

“The independent investigation into the allegations made against Mr. Horner is complete, and Red Bull can confirm that the grievance has been dismissed,” said Red Bull GmbH




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Asian Champions Trophy semifinal: In-form India clear favourites against Korea

It has been a commanding performance from the Indians as they excelled in every department — be it forwardline, midfield or defence.




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In the age of e-learning

With advancing technology, the process of teaching and learning is also undergoing radical change.




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Some learning, some fun




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Edtechs that cleared the endurance test

Start-ups focused on learning while remaining conservative with cash have not only scaled up but proved profitable




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Machine Learning Directed Discovery and Optimisation of a Platinum-Catalysed Amide Reduction

Chem. Commun., 2024, Accepted Manuscript
DOI: 10.1039/D4CC05273K, Communication
Open Access
Eleonora Casillo, Benon Maliszewski, Cesar Blanco, Thomas Scattolin, Catherine Cazin, Steven P Nolan
The discovery and optimisation of reaction conditions leading to the reduction of amides, a fundamental large-scale industrial reaction, is achieved using a machine learning (ML) platform and a platinum catalyst....
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Ahead of 2023, here are five stories that prove it’s never too late to learn something new

These people could inspire you to take up a hobby or learn a skill this New Year, no matter how old you are



  • Life & Style

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Solvent-polarity-controlled assembly of polynuclear titanium-calixarene complexes: constructing isolated {Ti7}, {Ti13}, {Ti24} and {Tb2Ti13} clusters

CrystEngComm, 2024, Advance Article
DOI: 10.1039/D3CE01275A, Paper
Yanyan Wang, Ying Xiong, Wuping Liao
The assembly of polynuclear titanium-calixarene complexes is based on Ti4–C8A SBUs.
To cite this article before page numbers are assigned, use the DOI form of citation above.
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Extended isomerism in heteronuclear metal-organic frameworks: synthetic strategies and crystal structures of lanthanide-cobalt-oxydiacetate systems

CrystEngComm, 2024, Accepted Manuscript
DOI: 10.1039/D4CE00168K, Paper
Fernando Igoa, Agustín López Cabrera, Javier Gonzalez-Platas, Leopoldo Suescun, Carlos Kremer, Julia Torres
Here, we present the synthesis and crystal structure of a series of heteronuclear metal-organic frameworks, which consists of cobalt(II) and lanthanide(III) ions or yttrium(III), connected by oxydiacetato (oda2-) as ligand....
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Nitro group and K+-based secondary building units for the self-assembly of 3D coordination polymers built on dinuclear dianionic helicate connectors

CrystEngComm, 2024, Advance Article
DOI: 10.1039/D4CE00255E, Paper
Open Access
Raúl Mendoza-Báez, Alan Molina-Renteria, Juan Olguín
Two dinuclear dianionic helicates, K2[MII2(L)3] M = MnII (1) and NiII (2), based on 2-hydroxy-5-nitrobenzaldehyde, self-assemble into novel 3D coordination polymers due to nitro groups acting as secondary assembly instruction.
To cite this article before page numbers are assigned, use the DOI form of citation above.
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Five things I’ve learnt from TV ads




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Managing to learn [electronic resource] / Sabrin A. Beg, Anne E. Fitzpatrick, Adrienne Lucas

Cambridge, Mass. : National Bureau of Economic Research, 2023




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Lessons to be learnt on the march to net zero

A World Resources Institute paper presents five case studies that are worthy of replication




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Teach and learn

Rinki’s mother worried about her daughter not revising her lessons. But Mother knew how to get her to study and have fun at the same time.




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Selective recognition between aromatics and aliphatics by cage-shaped borates supported by a machine learning approach

Org. Biomol. Chem., 2024, Advance Article
DOI: 10.1039/D4OB00408F, Paper
Open Access
Yuya Tsutsui, Issei Yanaka, Kazuhiro Takeda, Masaru Kondo, Shinobu Takizawa, Ryosuke Kojima, Akihito Konishi, Makoto Yasuda
Exploration of a Lewis acid with high selectivity for hydrocarbon moieties is assisted by a machine learning approach. Molecular polarizability is an essential factor, leading to design guidelines for Lewis acid catalysts with dispersion forces.
To cite this article before page numbers are assigned, use the DOI form of citation above.
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‘The challenge was in getting the aircraft’s custom clearance’

Private jet operator JetSetGo’s CEO Kanika Tekriwal describes the intricacies of directly importing and leasing an aircraft




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Covid lessons learned? U.N. summit mulls plan for healthy planet, and humans

At the U.N. summit in Cali, delegates are working on a “biodiversity and health action plan” proposed for adoption by the 196 member nations of the Convention on Biological Diversity




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Learning to live with competition

One does not have to run the rat race; there are other ways to handle corporate life




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Risk Management: Learning to tackle operational surprises

Knowing what can go wrong is key to getting things done right




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Nuclear excitation by electron capture seen at long last

Breakthrough could lead to new type of energy source




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Rethinking writing instruction in the age of AI [electronic resource]: a universal design for learning approach Randy Laist ; with contributions from Nicole Brewer, Cynthia J. Murphy, and Dana Sheehan

Lynnfield, Massachusetts CAST [2024]




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Decolonial underground pedagogy [electronic resource] : unschooling and subcultural learning for peace and human rights / Noah Romero.

London : Bloomsbury Academic, 2024.




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Outdoor learning in higher education [electronic resource] : educating beyond the seminar room / edited by Wendy Garnham and Paolo Oprandi.

Abingdon, Oxon ; New York, NY : Routledge , 2025.




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Postdigital learning spaces [electronic resource] : towards convivial, equitable, and sustainable spaces for learning / James Lamb, Lucila Carvalho, editors.

Cham, Switzerland : Springer Nature, 2024.




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Lenovo launches ‘Lenovo Aware’ smart learning solution for consumers

Will come pre-bundled with IdeaPad Slim 3i and IdeaPad Slim 5i laptops




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The worst accident in the world : Chernobyl, the end of the nuclear dream / Nigel Hawkes [and others] ; illustrations by Duncan Mil.

London : Pan Books Ltd : William Heinemann Ltd, 1986.




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The biomimicry revolution : learning from nature how to inhabit the earth / Henry Dicks.

New York : Columbia University Press, [2023]




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Learning support : a guide for mature students / Elizabeth Hoult.

London : SAGE Publications, 2006.




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Teaching study skills and supporting learning / Stella Cottrell.

Basingstoke : Palgrave, 2001.




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Keyu Jin: What The World Can Learn From Chinese Innovation

The world once looked down on Chinese tech – seeing it as a copycat ecosystem. That was once true; but while the world sneered, China was catching up: China now has the fastest supercomputer in the world, a digital payments market 50 per cent larger than that of the US, and the biggest issuer of new international patents. Seven of the top ten unicorns are Chinese. Keyu Jin, a professor, London School of Economics, is researching globalisation and the Chinese economy, focusing on bridging western capital and a new breed of fastgrowing Chinese technology companies. ABOUT WIRED SMARTER Experts and business leaders from the worlds of Energy, Money and Retail gathered at Kings Place, London, for WIRED Smarter on October 9, 2018. Discover some of the fascinating insights from speakers here: http://wired.uk/V29vMg ABOUT WIRED EVENTS WIRED events shine a spotlight on the innovators, inventors and entrepreneurs who are changing our world for the better. Explore this channel for videos showing on-stage talks, behind-the-scenes action, exclusive interviews and performances from our roster of events. Join us as we uncover the most relevant, up-and-coming trends and meet the people building the future. ABOUT WIRED WIRED brings you the future as it happens - the people, the trends, the big ideas that will change our lives. An award-winning printed monthly and online publication. WIRED is an agenda-setting magazine offering brain food on a wide range of topics, from science, technology and business to pop-culture and politics. CONNECT WITH WIRED Web: http://po.st/WiredVideo Twitter: http://po.st/TwitterWired Facebook: http://po.st/FacebookWired Google+: http://po.st/GoogleWired Instagram: http://po.st/InstagramWired Magazine: http://po.st/MagazineWired Newsletter: http://po.st/NewslettersWired




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Marcus du Sautoy's The Creativity Code: How AI is learning to write, paint and think

Simonyi professor and mathematician Marcus du Sautoy’s new book, The Creativity Code, explores the future of creativity and how machine learning will disrupt, enrich, and transform our understanding of what it means to be human. In this engaging video, Marcus talks about using a definition from cognitive scientist Margaret Boden, claiming that creative acts must be novel, surprising and with value. According to du Sautoy, all three of these traits were present when AlphaGo – an AI trained to play the ancient game of Go – made a particularly unique and important move against world champion Lee Sedol in the second game of their match. ABOUT WIRED PULSE: AI AT THE BARBICAN 450 business executives, technologists and enthusiasts gathered at The Barbican Centre’s Concert Hall in London, for WIRED Pulse: AI at the Barbican on June 15, 2019. Discover some of the fascinating insights from speakers here: http://wired.uk/ai-event ABOUT WIRED PULSE AND WIRED EVENTS The WIRED Pulse series offers an engaging, top-level perspective on how disruptive technology and fast-changing industries - such as artificial intelligence, deep tech and health - are impacting the human experience. The aim is to distill the most pertinent strands of themes within each complex topic and to share it with the wider public as a thought-provoking conversation-starter. WIRED events shine a spotlight on the innovators, inventors and entrepreneurs who are changing our world for the better. Explore this channel for videos showing on-stage talks, behind-the-scenes action, exclusive interviews and performances from our roster of events. Join us as we uncover the most relevant, up-and-coming trends and meet the people building the future. ABOUT WIRED WIRED brings you the future as it happens - the people, the trends, the big ideas that will change our lives. An award-winning printed monthly and online publication. WIRED is an agenda-setting magazine offering brain food on a wide range of topics, from science, technology and business to pop-culture and politics. CONNECT WITH WIRED Events: http://wired.uk/events Web: http://po.st/WiredVideo Twitter: http://po.st/TwitterWired Facebook: http://po.st/FacebookWired Google+: http://po.st/GoogleWired Instagram: http://po.st/InstagramWired Magazine: http://po.st/MagazineWired Newsletter: http://po.st/NewslettersWired




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Learn to Fold the 'Phoenix' Paper Airplane

John Collins, also known as 'The Paper Airplane Guy,' teaches us how to fold and fly our very own "Phoenix" paper airplane. The Phoenix is a broader wing glider than the classic 'dart' and not too much more difficult to make. All you'll need for this design is a piece of paper and your hands.




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Learn to Fold the 'Tube' Paper Airplane

John Collins, also known as 'The Paper Airplane Guy,' teaches us how to fold and fly our very own "Tube" paper airplane. The Tube doesn't look like much, but it can certainly fly!