Taking the Human Out of the Loop: A Review of Bayesian Optimization
Shahriari, Bobak, Swersky, Kevin, Wang, Ziyu, Adams, Ryan P., de Freitas, Nando
Published in Proceedings of the IEEE (01.01.2016)
Published in Proceedings of the IEEE (01.01.2016)
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Journal Article
Bayesian reaction optimization as a tool for chemical synthesis
Shields, Benjamin J., Stevens, Jason, Li, Jun, Parasram, Marvin, Damani, Farhan, Alvarado, Jesus I. Martinez, Janey, Jacob M., Adams, Ryan P., Doyle, Abigail G.
Published in Nature (London) (04.02.2021)
Published in Nature (London) (04.02.2021)
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Journal Article
Mapping Sub-Second Structure in Mouse Behavior
Wiltschko, Alexander B., Johnson, Matthew J., Iurilli, Giuliano, Peterson, Ralph E., Katon, Jesse M., Pashkovski, Stan L., Abraira, Victoria E., Adams, Ryan P., Datta, Sandeep Robert
Published in Neuron (Cambridge, Mass.) (16.12.2015)
Published in Neuron (Cambridge, Mass.) (16.12.2015)
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Journal Article
Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach
Gómez-Bombarelli, Rafael, Aguilera-Iparraguirre, Jorge, Hirzel, Timothy D., Duvenaud, David, Maclaurin, Dougal, Blood-Forsythe, Martin A., Chae, Hyun Sik, Einzinger, Markus, Ha, Dong-Gwang, Wu, Tony, Markopoulos, Georgios, Jeon, Soonok, Kang, Hosuk, Miyazaki, Hiroshi, Numata, Masaki, Kim, Sunghan, Huang, Wenliang, Hong, Seong Ik, Baldo, Marc, Adams, Ryan P., Aspuru-Guzik, Alán
Published in Nature materials (01.10.2016)
Published in Nature materials (01.10.2016)
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Journal Article
Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules
Gómez-Bombarelli, Rafael, Wei, Jennifer N, Duvenaud, David, Hernández-Lobato, José Miguel, Sánchez-Lengeling, Benjamín, Sheberla, Dennis, Aguilera-Iparraguirre, Jorge, Hirzel, Timothy D, Adams, Ryan P, Aspuru-Guzik, Alán
Published in ACS central science (28.02.2018)
Published in ACS central science (28.02.2018)
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Journal Article
Rapid Prediction of Electron–Ionization Mass Spectrometry Using Neural Networks
Wei, Jennifer N, Belanger, David, Adams, Ryan P, Sculley, D
Published in ACS central science (24.04.2019)
Published in ACS central science (24.04.2019)
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Journal Article
Quantitative diagnosis of malignant pleural effusions by single-cell mechanophenotyping
Tse, Henry T K, Gossett, Daniel R, Moon, Yo Sup, Masaeli, Mahdokht, Sohsman, Marie, Ying, Yong, Mislick, Kimberly, Adams, Ryan P, Rao, Jianyu, Di Carlo, Dino
Published in Science translational medicine (20.11.2013)
Published in Science translational medicine (20.11.2013)
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Journal Article
Detecting genome-wide directional effects of transcription factor binding on polygenic disease risk
Reshef, Yakir A., Finucane, Hilary K., Kelley, David R., Gusev, Alexander, Kotliar, Dylan, Ulirsch, Jacob C., Hormozdiari, Farhad, Nasser, Joseph, O’Connor, Luke, van de Geijn, Bryce, Loh, Po-Ru, Grossman, Sharon R., Bhatia, Gaurav, Gazal, Steven, Palamara, Pier Francesco, Pinello, Luca, Patterson, Nick, Adams, Ryan P., Price, Alkes L
Published in Nature genetics (01.10.2018)
Published in Nature genetics (01.10.2018)
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Journal Article
A Multi-Objective Active Learning Platform and Web App for Reaction Optimization
Torres, Jose Antonio Garrido, Lau, Sii Hong, Anchuri, Pranay, Stevens, Jason M., Tabora, Jose E., Li, Jun, Borovika, Alina, Adams, Ryan P., Doyle, Abigail G.
Published in Journal of the American Chemical Society (02.11.2022)
Published in Journal of the American Chemical Society (02.11.2022)
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Journal Article
Automated discovery of reprogrammable nonlinear dynamic metamaterials
Bordiga, Giovanni, Medina, Eder, Jafarzadeh, Sina, Bösch, Cyrill, Adams, Ryan P., Tournat, Vincent, Bertoldi, Katia
Published in Nature materials (24.09.2024)
Published in Nature materials (24.09.2024)
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Journal Article
A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation
Xue, Tianju, Beatson, Alex, Chiaramonte, Maurizio, Roeder, Geoffrey, Ash, Jordan T, Menguc, Yigit, Adriaenssens, Sigrid, Adams, Ryan P, Mao, Sheng
Published in Soft matter (19.08.2020)
Published in Soft matter (19.08.2020)
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Journal Article
Learning to Learn Functions
Li, Michael Y., Callaway, Fred, Thompson, William D., Adams, Ryan P., Griffiths, Thomas L.
Published in Cognitive science (01.04.2023)
Published in Cognitive science (01.04.2023)
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Journal Article
A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction
Lehman, Li-wei H., Adams, Ryan P., Mayaud, Louis, Moody, George B., Malhotra, Atul, Mark, Roger G., Nemati, Shamim
Published in IEEE journal of biomedical and health informatics (01.05.2015)
Published in IEEE journal of biomedical and health informatics (01.05.2015)
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Journal Article
Bayesian inference for Matérn repulsive processes
Rao, Vinayak, Adams, Ryan P., Dunson, David D., Dunson, D. B.
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.06.2017)
Published in Journal of the Royal Statistical Society. Series B, Statistical methodology (01.06.2017)
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Journal Article
Diagnosis of iron deficiency anemia using density-based fractionation of red blood cells
Hennek, Jonathan W, Kumar, Ashok A, Wiltschko, Alex B, Patton, Matthew R, Lee, Si Yi Ryan, Brugnara, Carlo, Adams, Ryan P, Whitesides, George M
Published in Lab on a chip (01.01.2016)
Published in Lab on a chip (01.01.2016)
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Journal Article
A rapid and automated computational approach to the design of multistable soft actuators
Mirramezani, Mehran, Oktay, Deniz, Adams, Ryan P.
Published in Computer physics communications (01.05.2024)
Published in Computer physics communications (01.05.2024)
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Journal Article
SYSTEMS AND METHODS FOR PERFORMING BAYESIAN OPTIMIZATION
SWERSKY KEVIN, LAROCHELLE HUGO, ZEMEL RICHARD, SNOEK ROLAND JASPER, ADAMS RYAN P
Year of Publication 24.02.2021
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Year of Publication 24.02.2021
Patent
Variability and predictability in tactile sensing during grasping
Qian Wan, Adams, Ryan P., Howe, Robert D.
Published in 2016 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2016)
Published in 2016 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2016)
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Conference Proceeding
SYSTEMS AND METHODS FOR PERFORMING BAYESIAN OPTIMIZATION
SWERSKY KEVIN, LAROCHELLE HUGO, ZEMEL RICHARD, SNOEK ROLAND JASPER, ADAMS RYAN P
Year of Publication 18.04.2016
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Year of Publication 18.04.2016
Patent