Predicting the state of charge and health of batteries using data-driven machine learning
Ng, Man-Fai, Zhao, Jin, Yan, Qingyu, Conduit, Gareth J., Seh, Zhi Wei
Published in Nature machine intelligence (01.03.2020)
Published in Nature machine intelligence (01.03.2020)
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Journal Article
Machine learning to predict mesenchymal stem cell efficacy for cartilage repair
Liu, Yu Yang Fredrik, Lu, Yin, Oh, Steve, Conduit, Gareth J
Published in PLoS computational biology (07.10.2020)
Published in PLoS computational biology (07.10.2020)
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Journal Article
Quantifying the Benefits of Imputation over QSAR Methods in Toxicology Data Modeling
Whitehead, Thomas M., Strickland, Joel, Conduit, Gareth J., Borrel, Alexandre, Mucs, Daniel, Baskerville-Abraham, Irene
Published in Journal of chemical information and modeling (08.04.2024)
Published in Journal of chemical information and modeling (08.04.2024)
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Journal Article
Quantum Order-by-Disorder in Strongly Correlated Metals
Green, Andrew G, Conduit, Gareth, Krüger, Frank
Published in Annual review of condensed matter physics (10.03.2018)
Published in Annual review of condensed matter physics (10.03.2018)
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Journal Article
Structure-Mechanical Stability Relations of Metal-Organic Frameworks via Machine Learning
Moghadam, Peyman Z., Rogge, Sven M.J., Li, Aurelia, Chow, Chun-Man, Wieme, Jelle, Moharrami, Noushin, Aragones-Anglada, Marta, Conduit, Gareth, Gomez-Gualdron, Diego A., Van Speybroeck, Veronique, Fairen-Jimenez, David
Published in Matter (10.07.2019)
Published in Matter (10.07.2019)
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Journal Article
A compact yet flexible design space for large-scale nonperiodic 3D woven composites based on a weighted game for generating candidate tow architectures
Wang, Zhen-Pei, Cox, Brian N., Kuehsamy, Shemuel Joash, Jhon, Mark Hyunpong, Sudre, Olivier, Sridhar, N., Conduit, Gareth J.
Published in Computer aided design (01.02.2024)
Published in Computer aided design (01.02.2024)
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Journal Article
Imputation of sensory properties using deep learning
Mahmoud, Samar, Irwin, Benedict, Chekmarev, Dmitriy, Vyas, Shyam, Kattas, Jeff, Whitehead, Thomas, Mansley, Tamsin, Bikker, Jack, Conduit, Gareth, Segall, Matthew
Published in Journal of computer-aided molecular design (01.11.2021)
Published in Journal of computer-aided molecular design (01.11.2021)
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Journal Article
An Open Drug Discovery Competition: Experimental Validation of Predictive Models in a Series of Novel Antimalarials
Tse, Edwin G, Aithani, Laksh, Anderson, Mark, Cardoso-Silva, Jonathan, Cincilla, Giovanni, Conduit, Gareth J, Galushka, Mykola, Guan, Davy, Hallyburton, Irene, Irwin, Benedict W. J, Kirk, Kiaran, Lehane, Adele M, Lindblom, Julia C. R, Lui, Raymond, Matthews, Slade, McCulloch, James, Motion, Alice, Ng, Ho Leung, Öeren, Mario, Robertson, Murray N, Spadavecchio, Vito, Tatsis, Vasileios A, van Hoorn, Willem P, Wade, Alexander D, Whitehead, Thomas M, Willis, Paul, Todd, Matthew H
Published in Journal of medicinal chemistry (25.11.2021)
Published in Journal of medicinal chemistry (25.11.2021)
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Journal Article
Probabilistic selection and design of concrete using machine learning
Forsdyke, Jessica C., Zviazhynski, Bahdan, Lees, Janet M., Conduit, Gareth J.
Published in Data-Centric Engineering (Online) (01.01.2023)
Published in Data-Centric Engineering (Online) (01.01.2023)
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Journal Article
Modelling the nicotine pharmacokinetic profile for e-cigarettes using real time monitoring of consumers' physiological measurements and mouth level exposure
Prasad, Krishna, Griffiths, Allen, Agrawal, Kavya, McEwan, Michael, Macci, Flavio, Ghisoni, Marco, Stopher, Matthew, Napleton, Matthew, Strickland, Joel, Keating, David, Whitehead, Thomas, Conduit, Gareth, Murray, Stacey, Edward, Lauren
Published in BioData mining (17.07.2024)
Published in BioData mining (17.07.2024)
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Journal Article
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
Evans, Matthew L, Bergsma, Johan, Merkys, Andrius, Andersen, Casper W, Andersson, Oskar B, Beltrán, Daniel, Blokhin, Evgeny, Boland, Tara M, Castañeda Balderas, Rubén, Choudhary, Kamal, Díaz Díaz, Alberto, Domínguez García, Rodrigo, Eckert, Hagen, Eimre, Kristjan, Fuentes Montero, María Elena, Krajewski, Adam M, Mortensen, Jens Jørgen, Nápoles Duarte, José Manuel, Pietryga, Jacob, Qi, Ji, Trejo Carrillo, Felipe de Jesús, Vaitkus, Antanas, Yu, Jusong, Zettel, Adam, de Castro, Pedro Baptista, Carlsson, Johan, Cerqueira, Tiago F T, Divilov, Simon, Hajiyani, Hamidreza, Hanke, Felix, Jose, Kevin, Oses, Corey, Riebesell, Janosh, Schmidt, Jonathan, Winston, Donald, Xie, Christen, Yang, Xiaoyu, Bonella, Sara, Botti, Silvana, Curtarolo, Stefano, Draxl, Claudia, Fuentes Cobas, Luis Edmundo, Hospital, Adam, Liu, Zi-Kui, Marques, Miguel A L, Marzari, Nicola, Morris, Andrew J, Ong, Shyue Ping, Orozco, Modesto, Persson, Kristin A, Thygesen, Kristian S, Wolverton, Chris, Scheidgen, Markus, Toher, Cormac, Conduit, Gareth J, Pizzi, Giovanni, Gražulis, Saulius, Rignanese, Gian-Marco, Armiento, Rickard
Published in Digital discovery (07.08.2024)
Published in Digital discovery (07.08.2024)
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Journal Article
Design of a Ni-based superalloy for laser repair applications using probabilistic neural network identification
Markanday, Freddie, Conduit, Gareth, Conduit, Bryce, Pürstl, Julia, Christofidou, Katerina, Chechik, Lova, Baxter, Gavin, Heason, Christopher, Stone, Howard
Published in Data-Centric Engineering (Online) (01.01.2022)
Published in Data-Centric Engineering (Online) (01.01.2022)
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Journal Article
Deep imputation on large‐scale drug discovery data
Irwin, Benedict W. J., Whitehead, Thomas M., Rowland, Scott, Mahmoud, Samar Y., Conduit, Gareth J., Segall, Matthew D.
Published in Applied AI Letters (01.09.2021)
Published in Applied AI Letters (01.09.2021)
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Journal Article
Formulation and manufacturing optimization of lithium-ion graphite-based electrodes via machine learning
Drakopoulos, Stavros X., Gholamipour-Shirazi, Azarmidokht, MacDonald, Paul, Parini, Robert C., Reynolds, Carl D., Burnett, David L., Pye, Ben, O’Regan, Kieran B., Wang, Guanmei, Whitehead, Thomas M., Conduit, Gareth J., Cazacu, Alexandru, Kendrick, Emma
Published in Cell reports physical science (22.12.2021)
Published in Cell reports physical science (22.12.2021)
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Journal Article
Unveil the unseen: Exploit information hidden in noise
Zviazhynski, Bahdan, Conduit, Gareth
Published in Applied intelligence (Dordrecht, Netherlands) (01.05.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.05.2023)
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Journal Article