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Machine learning-guided high throughput nanoparticle design

delete2024-01-01
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OA
AI
A
Ana Ortiz‐Perez
D
Derek van Tilborg
R
Roy van der Meel
F
Francesca Grisoni *
L
Lorenzo Albertazzi *
DOI:10.1039/d4dd00104ddelete
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Abstract

Abstract

En 中文
Designing nanoparticles with desired properties is challenging due to the large combinatorial space and complex structure–function relationships. This process can be accelerated by combining microfluidics, high content imaging and active learning.
Keywords:
MICROFLUIDIC PLATFORM

Journal

Digital Discovery cover
Digital Discovery
IF:
5.6
Papers:
997
Citations:
1.7K

Organization

E
Eindhoven University of Technology
Scholars:
1.6W
Papers: 1.5W
Citations: 2.2W
Cited Papers

Cited Papers

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Diverse Applications of Nanomedicine
err2017-03-14
err1.0K
errOAAI
errPelaz, Beatriz; Alexiou, Christoph; Alvarez -Puebla, Ramon A.; Alves, Frauke; Andrews, Anne M.; Ashraf, Sumaira; Balogh, Lajos P.; Ballerini, Laura; Bestetti, Alessandra; Brendel, Cornelia; Bosi, Susanna; Carril, Monica; Chan, Warren C. W.; Chen, Chunying; Chen, Xiaodong; Chen, Xiaoyuan; Cheng, Zhen; Cui, Daxiang; Du, Jianzhong; Dullin, Christian; Escudero, Alberto; Feliu, Neus; Gao, Mingyuan; George, Michael; Gogotsi, Yury; Grunweller, Arnold; Gu, Zhongwei; Halas, Naomi J.; Hampp, Norbert; Hartmann, Roland K.; Hersam, Mark C.; Hunziker, Patrick; Jian, Ji; Jiang, Xingyu; Jungebluth, Philipp; Kadhiresan, Pranav; Kataoka, Kazunori; Khademhosseini, Ali; Kopecek, Jindirich; Kotov, Nicholas A.; Krug, Harald F.; Lee, Dong Soo; Lehr, Claus-Michael; Leong, Kam W.; Liang, Xing-Jie; Lim, Mei Ling; Liz-Marzan, Luis M.; Ma, Xiaowei; Macchiarini, Paolo; Meng, Huan; Mohwald, Helmuth; Mulvaney, Paul; Nel, Andre E.; Nie, Shuming; Nordlander, Peter; Okano, Teruo; Oliveira, Jose; Park, Tai Hyun; Penner, Reginald M.; Prato, Maurizio; Puntes, Victor; Rotello, Vincent M.; Samarakoon, Amila; Schaak, Raymond E.; Shen, Youqing; Sjoqvist, Sebastian; Skirtach, Andre G.; Soliman, Mahmoud G.; Stevens, Molly M.; Sung, Hsing-Wen; Tang, Ben Zhong; Tietze, Rainer; Udugama, Buddhisha N.; VanEpps, J. Scott; Weil, Tanja; Weiss, Paul S.; Willner, Itamar; Wu, Yuzhou; Yang, Lily; Yue, Zhao; Zhang, Qian; Zhang, Qiang; Zhang, Xian-En; Zhao, Yuliang; Zhou, Xin; Parak, Wolfgang J.
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Revolutionizing drug formulation development: The increasing impact of machine learning
err2023-11-01
err25
PREAI
errBao, Zeqing; Bufton, Jack; Hickman, Riley J.; Aspuru-Guzik, Alan; Bannigan, Pauric; Allen, Christine
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High-content analysis for drug delivery and nanoparticle applications
err2015-08-01
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errOAAI
errBrayden, David J.; Cryan, Sally-Ann; Dawson, Kenneth A.; O'Brien, Peter J.; Simpson, Jeremy C.
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A User?s Guide to Machine Learning for Polymeric Biomaterials
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errOAAI
errMeyer, Travis A.; Ramirez, Cesar; Tamasi, Matthew J.; Gormley, Adam J.
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Micro and nanotechnologies: The little formulations that could
err2022-10-18
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errOAAI
errStiepel, Rebeca T.; Duggan, Eliza; Batty, Cole J.; Ainslie, Kristy M.
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