• 6233 Citations
  • 29 h-Index
20082020

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Article
2020

A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation

Xue, T., Beatson, A., Chiaramonte, M., Roeder, G., Ash, J. T., Menguc, Y., Adriaenssens, S., Adams, R. P. & Mao, S., Aug 28 2020, In : Soft matter. 16, 32, p. 7524-7534 11 p.

Research output: Contribution to journalArticle

Open Access
2019

Approximate inference for constructing astronomical catalogs from images

The Voleon Group, Sep 2019, In : Annals of Applied Statistics. 13, 3, p. 1884-1926 43 p.

Research output: Contribution to journalArticle

Open Access
3 Scopus citations

Rapid Prediction of Electron-Ionization Mass Spectrometry Using Neural Networks

Wei, J. N., Belanger, D., Adams, R. P. & Sculley, D., Apr 24 2019, In : ACS Central Science. 5, 4, p. 700-708 9 p.

Research output: Contribution to journalArticle

Open Access
14 Scopus citations
2018

Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules

Gómez-Bombarelli, R., Wei, J. N., Duvenaud, D., Hernández-Lobato, J. M., Sánchez-Lengeling, B., Sheberla, D., Aguilera-Iparraguirre, J., Hirzel, T. D., Adams, R. P. & Aspuru-Guzik, A., Feb 28 2018, In : ACS Central Science. 4, 2, p. 268-276 9 p.

Research output: Contribution to journalArticle

389 Scopus citations

Detecting genome-wide directional effects of transcription factor binding on polygenic disease risk

Reshef, Y. A., Finucane, H. K., Kelley, D. R., Gusev, A., Kotliar, D., Ulirsch, J. C., Hormozdiari, F., Nasser, J., O’Connor, L., van de Geijn, B., Loh, P. R., Grossman, S. R., Bhatia, G., Gazal, S., Palamara, P. F., Pinello, L., Patterson, N., Adams, R. P. & Price, A. L., Oct 1 2018, In : Nature Genetics. 50, 10, p. 1483-1493 11 p.

Research output: Contribution to journalArticle

11 Scopus citations
2017

Bayesian inference for Matérn repulsive processes

Rao, V., Adams, R. P. & Dunson, D. D., Jun 2017, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 79, 3, p. 877-897 21 p.

Research output: Contribution to journalArticle

2 Scopus citations
2016

A general framework for constrained Bayesian optimization using information-based search

Hernández-Lobato, J. M., Gelbart, M. A., Adams, R. P., Hoffman, M. W. & Ghahramani, Z., Sep 1 2016, In : Journal of Machine Learning Research. 17

Research output: Contribution to journalArticle

31 Scopus citations

Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach

Gómez-Bombarelli, R., Aguilera-Iparraguirre, J., Hirzel, T. D., Duvenaud, D., Maclaurin, D., Blood-Forsythe, M. A., Chae, H. S., Einzinger, M., Ha, D. G., Wu, T., Markopoulos, G., Jeon, S., Kang, H., Miyazaki, H., Numata, M., Kim, S., Huang, W., Hong, S. I., Baldo, M., Adams, R. P. & 1 others, Aspuru-Guzik, A., Oct 1 2016, In : Nature Materials. 15, 10, p. 1120-1127 8 p.

Research output: Contribution to journalArticle

292 Scopus citations

Diagnosis of iron deficiency anemia using density-based fractionation of red blood cells

Hennek, J. W., Kumar, A. A., Wiltschko, A. B., Patton, M. R., Lee, S. Y. R., Brugnara, C., Adams, R. P. & Whitesides, G. M., Jan 1 2016, In : Lab on a Chip. 16, 20, p. 3929-3939 11 p.

Research output: Contribution to journalArticle

9 Scopus citations
2015

A physiological time series dynamics-based approach to patient monitoring and outcome prediction

Lehman, L. W. H., Adams, R. P., Mayaud, L., Moody, G. B., Malhotra, A., Mark, R. G. & Nemati, S., May 1 2015, In : IEEE Journal of Biomedical and Health Informatics. 19, 3, p. 1068-1076 9 p., 6846269.

Research output: Contribution to journalArticle

35 Scopus citations

Mapping Sub-Second Structure in Mouse Behavior

Wiltschko, A. B., Johnson, M. J., Iurilli, G., Peterson, R. E., Katon, J. M., Pashkovski, S. L., Abraira, V. E., Adams, R. P. & Datta, S. R., 2015, In : Neuron. 88, 6, p. 1121-1135 15 p.

Research output: Contribution to journalArticle

142 Scopus citations
2014

Parallel MCMC with generalized elliptical slice sampling

Nishihara, R., Murray, I. & Adams, R. P., Jan 1 2014, In : Journal of Machine Learning Research. 15, p. 2087-2112 26 p.

Research output: Contribution to journalArticle

21 Scopus citations
2013

Quantitative diagnosis of malignant pleural effusions by single-cell mechanophenotyping

Tse, H. T. K., Gossett, D. R., Moon, Y. S., Masaeli, M., Sohsman, M., Ying, Y., Mislick, K., Adams, R. P., Rao, J. & Di Carlo, D., Nov 20 2013, In : Science Translational Medicine. 5, 212, 212ra163.

Research output: Contribution to journalArticle

139 Scopus citations
2012

Nonparametric guidance of autoencoder representations using label information

Snoek, J., Adams, R. P. & Larochelle, H., Sep 1 2012, In : Journal of Machine Learning Research. 13, p. 2567-2588 22 p.

Research output: Contribution to journalArticle

32 Scopus citations