Princeton Language and Intelligence (PLI)

2024

Common and distinct neural mechanisms of attention

Xia, R., Chen, X., Engel, T. A. & Moore, T., Jun 2024, In: Trends in Cognitive Sciences. 28, 6, p. 554-567 14 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

REFORMS: Consensus-based Recommendations for Machine-learning- based Science

Kapoor, S., Cantrell, E. M., Peng, K., Pham, T. H., Bail, C. A., Gundersen, O. E., Hofman, J. M., Hullman, J., Lones, M. A., Malik, M. M., Nanayakkara, P., Poldrack, R. A., Raji, I. D., Roberts, M., Salganik, M. J., Serra-Garcia, M., Stewart, B. M., Vandewiele, G. & Narayanan, A., May 2024, In: Science Advances. 10, 18, eadk3452.

Research output: Contribution to journal › Review article › peer-review

Open Access

2 Scopus citations

Replies to commentaries on beyond playing 20 questions with nature

Almaatouq, A., Griffiths, T. L., Suchow, J. W., Whiting, M. E., Evans, J. & Watts, D. J., Feb 5 2024, In: Behavioral and Brain Sciences. 47, e33.

Research output: Contribution to journal › Review article › peer-review

Open Access

2 Scopus citations

The Safety Filter: A Unified View of Safety-Critical Control in Autonomous Systems

Hsu, K. C., Hu, H. & Fisac, J. F., Jul 10 2024, In: Annual Review of Control, Robotics, and Autonomous Systems. 7, 1, p. 47-72 26 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

2 Scopus citations

2023

ChatGPT and Environmental Research

Zhu, J. J., Jiang, J., Yang, M. & Ren, Z. J., Nov 21 2023, In: Environmental Science and Technology. 57, 46, p. 17667-17670 4 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

92 Scopus citations

Conformational heterogeneity and probability distributions from single-particle cryo-electron microscopy

Tang, W. S., Zhong, E. D., Hanson, S. M., Thiede, E. H. & Cossio, P., Aug 2023, In: Current Opinion in Structural Biology. 81, 102626.

Research output: Contribution to journal › Review article › peer-review

10 Scopus citations

Improving the Reliability of Cognitive Task Measures: A Narrative Review

Zorowitz, S. & Niv, Y., Aug 2023, In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 8, 8, p. 789-797 9 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

20 Scopus citations

Methane Emissions from Municipal Wastewater Collection and Treatment Systems

Song, C., Zhu, J. J., Willis, J. L., Moore, D. P., Zondlo, M. A. & Ren, Z. J., Feb 14 2023, In: Environmental Science and Technology. 57, 6, p. 2248-2261 14 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

31 Scopus citations

Multiple routes to enhanced memory for emotionally relevant events

Rouhani, N., Niv, Y., Frank, M. J. & Schwabe, L., Sep 2023, In: Trends in Cognitive Sciences. 27, 9, p. 867-882 16 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

5 Scopus citations

On the hazards of relating representations and inductive biases

Griffiths, T. L., Kumar, S. & McCoy, R. T., Sep 28 2023, In: Behavioral and Brain Sciences. 46, e275.

Research output: Contribution to journal › Review article › peer-review

Regulating Collusion

Chassang, S. & Ortner, J., Sep 13 2023, In: Annual Review of Economics. 15, p. 177-204 28 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

3 Scopus citations

The dynamic functions of social cues during children's word learning

Lee, C. & Lew-Williams, C., Jan 1 2023, In: Infant and Child Development. 32, 1, e2372.

Research output: Contribution to journal › Review article › peer-review

Open Access

5 Scopus citations

The Early Era of Laser-Selective Chemistry 1960∼1985: Roots of Modern Quantum Control

Laforge, F. O., Lee, J. & Rabitz, H. A., Jun 15 2023, In: Journal of Physical Chemistry Letters. 14, 23, p. 5283-5296 14 p.

Research output: Contribution to journal › Review article › peer-review

1 Scopus citations

The pyrenoid: The eukaryotic CO₂-concentrating organelle

He, S., Crans, V. L. & Jonikas, M. C., Sep 2023, In: Plant Cell. 35, 9, p. 3236-3259 24 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

13 Scopus citations

The Surprising Ease of Finding Optimal Solutions for Controlling Nonlinear Phenomena in Quantum and Classical Complex Systems

Rabitz, H., Russell, B. & Ho, T. S., May 18 2023, In: Journal of Physical Chemistry A. 127, 19, p. 4224-4236 13 p.

Research output: Contribution to journal › Review article › peer-review

Urban circular carbon economy through electrochemically influenced microbiomes

Leininger, A., Chen, J., Ramaswami, A. & Ren, Z. J., Mar 17 2023, In: One Earth. 6, 3, p. 278-289 12 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

1 Scopus citations

2022

Cognitive Science as a Source of Forward and Inverse Models of Human Decisions for Robotics and Control

Ho, M. K. & Griffiths, T. L., 2022, In: Annual Review of Control, Robotics, and Autonomous Systems. 5, p. 33-53 21 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

15 Scopus citations

Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality

Xie, L., Huang, T., Zheng, X., Liu, Y., Wang, M., Vittal, V., Kumar, P. R., Shakkottai, S. & Cui, Y., Dec 9 2022, In: Patterns. 3, 12, 100640.

Research output: Contribution to journal › Review article › peer-review

Open Access

5 Scopus citations

Good-enough language production

Goldberg, A. E. & Ferreira, F., Apr 2022, In: Trends in Cognitive Sciences. 26, 4, p. 300-311 12 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

25 Scopus citations

Improving the generalizability of infant psychological research: The ManyBabies model

Visser, I., Bergmann, C., Byers-Heinlein, K., Dal Ben, R., Duch, W., Forbes, S., Franchin, L., Frank, M. C., Geraci, A., Hamlin, J. K., Kaldy, Z., Kulke, L., Laverty, C., Lew-Williams, C., Mateu, V., Mayor, J., Moreau, D., Nomikou, I., Schuwerk, T. & Simpson, E. A. & 8 others, Singh, L., Soderstrom, M., Sullivan, J., Van Den Heuvel, M. I., Westermann, G., Yamada, Y., Zaadnoordijk, L. & Zettersten, M., Feb 10 2022, In: Behavioral and Brain Sciences. 45, 2100045.

Research output: Contribution to journal › Review article › peer-review

Open Access

18 Scopus citations

The optimization landscape of hybrid quantum–classical algorithms: From quantum control to NISQ applications

Ge, X., Wu, R. B. & Rabitz, H., Jan 2022, In: Annual Reviews in Control. 54, p. 314-323 10 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

13 Scopus citations

Thermoresponsive Polymers for Water Treatment and Collection

Xu, X., Bizmark, N., Christie, K. S. S., Datta, S. S., Ren, Z. J. & Priestley, R. D., Mar 22 2022, In: Macromolecules. 55, 6, p. 1894-1909 16 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

40 Scopus citations

Understanding why infant-directed speech supports learning: A dynamic attention perspective

Nencheva, M. L. & Lew-Williams, C., Dec 2022, In: Developmental Review. 66, 101047.

Research output: Contribution to journal › Review article › peer-review

Open Access

13 Scopus citations

2021

Advances and open problems in federated learning

Kairouz, P., McMahan, H. B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A. N., Bonawitz, K., Charles, Z., Cormode, G., Cummings, R., D'Oliveira, R. G. L., Eichner, H., El Rouayheb, S., Evans, D., Gardner, J., Garrett, Z., Gascón, A., Ghazi, B., Gibbons, P. B. & Gruteser, M. & 39 others, Harchaoui, Z., He, C., He, L., Huo, Z., Hutchinson, B., Hsu, J., Jaggi, M., Javidi, T., Joshi, G., Khodak, M., Konecní, J., Korolova, A., Koushanfar, F., Koyejo, S., Lepoint, T., Liu, Y., Mittal, P., Mohri, M., Nock, R., Özgür, A., Pagh, R., Qi, H., Ramage, D., Raskar, R., Raykova, M., Song, D., Song, W., Stich, S. U., Sun, Z., Suresh, A. T., Tramèr, F., Vepakomma, P., Wang, J., Xiong, L., Xu, Z., Yang, Q., Yu, F. X., Yu, H. & Zhao, S., Jun 23 2021, In: Foundations and Trends in Machine Learning. 14, 1-2, p. 1-210 210 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

2331 Scopus citations

Dark Energy Survey Year 3 results: Redshift calibration of the weak lensing source galaxies

Myles, J., Alarcon, A., Amon, A., Sánchez, C., Everett, S., DeRose, J., McCullough, J., Gruen, D., Bernstein, G. M., Troxel, M. A., Dodelson, S., Campos, A., MacCrann, N., Yin, B., Raveri, M., Amara, A., Becker, M. R., Choi, A., Cordero, J. & Eckert, K. & 88 others, Gatti, M., Giannini, G., Gschwend, J., Gruendl, R. A., Harrison, I., Hartley, W. G., Huff, E. M., Kuropatkin, N., Lin, H., Masters, D., Miquel, R., Prat, J., Roodman, A., Rykoff, E. S., Sevilla-Noarbe, I., Sheldon, E., Wechsler, R. H., Yanny, B., Abbott, T. M. C., Aguena, M., Allam, S., Annis, J., Bacon, D., Bertin, E., Bhargava, S., Bridle, S. L., Brooks, D., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Conselice, C., Costanzi, M., Crocce, M., Da Costa, L. N., Pereira, M. E. S., Desai, S., Diehl, H. T., Eifler, T. F., Elvin-Poole, J., Evrard, A. E., Ferrero, I., Ferté, A., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Giannantonio, T., Hinton, S. R., Hollowood, D. L., Honscheid, K., Hoyle, B., Huterer, D., James, D. J., Krause, E., Kuehn, K., Lahav, O., Lima, M., Maia, M. A. G., Marshall, J. L., Martini, P., Melchior, P., Menanteau, F., Mohr, J. J., Morgan, R., Muir, J., Ogando, R. L. C., Palmese, A., Paz-Chinchón, F., Plazas, A. A., Rodriguez-Monroy, M., Samuroff, S., Sanchez, E., Scarpine, V., Secco, L. F., Serrano, S., Smith, M., Soares-Santos, M., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., To, C., Varga, T. N., Weller, J. & Wester, W., Aug 1 2021, In: Monthly Notices of the Royal Astronomical Society. 505, 3, p. 4249-4277 29 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

92 Scopus citations

Decoding disease: from genomes to networks to phenotypes

Wong, A. K., Sealfon, R. S. G., Theesfeld, C. L. & Troyanskaya, O. G., Dec 2021, In: Nature Reviews Genetics. 22, 12, p. 774-790 17 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

46 Scopus citations

DP-cryptography: Marrying Differential Privacy and Cryptography in Emerging Applications

Wagh, S., He, X., Machanavajjhala, A. & Mittal, P., Feb 2021, In: Communications of the ACM. 64, 2, p. 84-93 10 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

21 Scopus citations

From convolutional neural networks to models of higher-level cognition (and back again)

Battleday, R. M., Peterson, J. C. & Griffiths, T. L., Dec 2021, In: Annals of the New York Academy of Sciences. 1505, 1, p. 55-78 24 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

18 Scopus citations

Human Representation Learning

Radulescu, A., Shin, Y. S. & Niv, Y., Jul 8 2021, In: Annual Review of Neuroscience. 44, p. 253-273 21 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

26 Scopus citations

Integrating explanation and prediction in computational social science

Hofman, J. M., Watts, D. J., Athey, S., Garip, F., Griffiths, T. L., Kleinberg, J., Margetts, H., Mullainathan, S., Salganik, M. J., Vazire, S., Vespignani, A. & Yarkoni, T., Jul 8 2021, In: Nature. 595, 7866, p. 181-188 8 p.

Research output: Contribution to journal › Review article › peer-review

170 Scopus citations

Is Activity Silent Working Memory Simply Episodic Memory?

Beukers, A. O., Buschman, T. J., Cohen, J. D. & Norman, K. A., Apr 2021, In: Trends in Cognitive Sciences. 25, 4, p. 284-293 10 p.

Research output: Contribution to journal › Review article › peer-review

57 Scopus citations

Machine Learning for Social Science: An Agnostic Approach

Grimmer, J., Roberts, M. E. & Stewart, B. M., May 11 2021, In: Annual Review of Political Science. 24, p. 395-419 25 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

138 Scopus citations

Machine learning methods to model multicellular complexity and tissue specificity

Sealfon, R. S. G., Wong, A. K. & Troyanskaya, O. G., Aug 2021, In: Nature Reviews Materials. 6, 8, p. 717-729 13 p.

Research output: Contribution to journal › Review article › peer-review

13 Scopus citations

Rationalizing constraints on the capacity for cognitive control

Musslick, S. & Cohen, J. D., Sep 2021, In: Trends in Cognitive Sciences. 25, 9, p. 757-775 19 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

89 Scopus citations

Review Article: Perspectives on the Future of Asset Pricing

Brunnermeier, M., Farhi, E., Koijen, R. S. J., Krishnamurthy, A., Ludvigson, S. C., Lustig, H., Nagel, S. & Piazzesi, M., Apr 1 2021, In: Review of Financial Studies. 34, 4, p. 2126-2160 35 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

29 Scopus citations

Securing internet applications from routing attacks

Sun, Y., Apostolaki, M., Birge-Lee, H., Vanbever, L., Rexford, J., Chiang, M. & Mittal, P., Jun 2021, In: Communications of the ACM. 64, 6, p. 86-96 11 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

12 Scopus citations

The challenge of blending in large sky surveys

Melchior, P., Joseph, R., Sanchez, J., MacCrann, N. & Gruen, D., Oct 2021, In: Nature Reviews Physics. 3, 10, p. 712-718 7 p.

Research output: Contribution to journal › Review article › peer-review

10 Scopus citations

Value-free reinforcement learning: policy optimization as a minimal model of operant behavior

Bennett, D., Niv, Y. & Langdon, A. J., Oct 2021, In: Current Opinion in Behavioral Sciences. 41, p. 114-121 8 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

22 Scopus citations

2020

Dark Energy Survey Year 3 results: Cosmology with moments of weak lensing mass maps - Validation on simulations

Gatti, M., Chang, C., Friedrich, O., Jain, B., Bacon, D., Crocce, M., Derose, J., Ferrero, I., Fosalba, P., Gaztanaga, E., Gruen, D., Harrison, I., Jeffrey, N., MacCrann, N., McClintock, T., Secco, L., Whiteway, L., Abbott, T. M. C., Allam, S. & Annis, J. & 51 others, Avila, S., Brooks, D., Buckley-Geer, E., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Cawthon, R., Da Costa, L. N., De Vicente, J., Desai, S., Diehl, H. T., Doel, P., Eifler, T. F., Estrada, J., Everett, S., Evrard, A. E., Frieman, J., Garciá-Bellido, J., Gerdes, D. W., Gruendl, R. A., Gschwend, J., Gutierrez, G., James, D. J., Johnson, M. D., Krause, E., Kuehn, K., Lima, M., Maia, M. A. G., March, M., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Palmese, A., Paz-Chinchón, F., Plazas, A. A., Sánchez, C., Sanchez, E., Scarpine, V., Schubnell, M., Santiago, S., Sevilla-Noarbe, I., Smith, M., Soares-Santos, M., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Troxel, M. A. & Zuntz, J., Nov 1 2020, In: Monthly Notices of the Royal Astronomical Society. 498, 3, p. 4060-4087 28 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

40 Scopus citations

Direct Fit to Nature: An Evolutionary Perspective on Biological and Artificial Neural Networks

Hasson, U., Nastase, S. A. & Goldstein, A., Feb 5 2020, In: Neuron. 105, 3, p. 416-434 19 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

182 Scopus citations

Dust Reverberation Mapping in Distant Quasars from Optical and Mid-infrared Imaging Surveys

Yang, Q., Shen, Y., Liu, X., Aguena, M., Annis, J., Avila, S., Banerji, M., Bertin, E., Brooks, D., Burke, D., Rosell, A. C., Kind, M. C., Costa, L. D., Vicente, J. D., Desai, S., Diehl, H. T., Doel, P., Flaugher, B., Fosalba, P. & Frieman, J. & 30 others, Garcia-Bellido, J., Gerdes, D., Gruen, D., Gruendl, R., Gschwend, J., Gutierrez, G., Hinton, S., Hollowood, D. L., Honscheid, K., Kuropatkin, N., Maia, M., March, M., Marshall, J., Martini, P., Melchior, P., Menanteau, F., Miquel, R., Paz-Chinchon, F., Malagón, A. P., Romer, K., Sanchez, E., Scarpine, V., Schubnell, M., Serrano, S., Sevilla, I., Smith, M., Suchyta, E., Tarle, G., Varga, T. N. & Wilkinson, R., Sep 1 2020, In: Astrophysical Journal. 900, 1, 58.

Research output: Contribution to journal › Review article › peer-review

Open Access

29 Scopus citations

High-dimensional factor model and its applications to statistical machine learning

Chen, Z., Fan, J. & Wang, D. C., Apr 1 2020, In: Scientia Sinica Mathematica. 50, 4, p. 447-490 44 p.

Research output: Contribution to journal › Review article › peer-review

2 Scopus citations

Machine learning, the kidney, and genotype–phenotype analysis

Sealfon, R. S. G., Mariani, L. H., Kretzler, M. & Troyanskaya, O. G., Jun 2020, In: Kidney International. 97, 6, p. 1141-1149 9 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

25 Scopus citations

Modeling statistical dependencies in multi-region spike train data

Keeley, S. L., Zoltowski, D. M., Aoi, M. C. & Pillow, J. W., Dec 2020, In: Current Opinion in Neurobiology. 65, p. 194-202 9 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

18 Scopus citations

Observation and confirmation of nine strong-lensing systems in Dark Energy Survey Year 1 data

DES Collaboration, May 1 2020, In: Monthly Notices of the Royal Astronomical Society. 494, 1, p. 1308-1322 15 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

7 Scopus citations

Prospects for Engineering Biophysical CO₂ Concentrating Mechanisms into Land Plants to Enhance Yields

Hennacy, J. H. & Jonikas, M. C., Apr 29 2020, In: Annual Review of Plant Biology. 71, p. 461-485 25 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

91 Scopus citations

Quantifying behavior to understand the brain

Pereira, T. D., Shaevitz, J. W. & Murthy, M., Dec 2020, In: Nature neuroscience. 23, 12, p. 1537-1549 13 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

125 Scopus citations

Reward prediction errors create event boundaries in memory

Rouhani, N., Norman, K. A., Niv, Y. & Bornstein, A. M., Oct 2020, In: Cognition. 203, 104269.

Research output: Contribution to journal › Review article › peer-review

Open Access

54 Scopus citations

The making of the modern metropolis: Evidence from London

Heblich, S., Redding, S. J. & Sturm, D. M., Nov 1 2020, In: Quarterly Journal of Economics. 135, 4, p. 2059-2133 75 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

60 Scopus citations

The SPTPoL extended cluster survey

Bleem, L. E., Bocquet, S., Stalder, B., Gladders, M. D., Ade, P. A. R., Allen, S. W., Anderson, A. J., Annis, J., Ashby, M. L. N., Austermann, J. E., Avila, S., Avva, J. S., Bayliss, M., Beall, J. A., Bechtol, K., Bender, A. N., Benson, B. A., Bertin, E., Bianchini, F. & Blake, C. & 118 others, Brodwin, M., Brooks, D., Buckley-Geer, E., Burke, D. L., Carlstrom, J. E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Chang, C. L., Chiang, H. C., Citron, R., Corbett Moran, C., Costanzi, M., Crawford, T. M., Crites, A. T., da Costa, L. N., de Haan, T., de Vicente, J., Desai, S., Diehl, H. T., Dietrich, J. P., Dobbs, M. A., Eifler, T. F., Everett, W., Flaugher, B., Floyd, B., Frieman, J., Gallicchio, J., García-Bellido, J., George, E. M., Gerdes, D. W., Gilbert, A., Gruen, D., Gruendl, R. A., Gschwend, J., Gupta, N., Gutierrez, G., Halverson, N. W., Harrington, N., Henning, J. W., Heymans, C., Holder, G. P., Hollowood, D. L., Holzapfel, W. L., Honscheid, K., Hrubes, J. D., Huang, N., Hubmayr, J., Irwin, K. D., James, D. J., Jeltema, T., Joudaki, S., Khullar, G., Klein, M., Knox, L., Kuropatkin, N., Lee, A. T., Li, D., Lidman, C., Lowitz, A., MacCrann, N., Mahler, G., Maia, M. A. G., Marshall, J. L., McDonald, M., McMahon, J. J., Melchior, P., Menanteau, F., Meyer, S. S., Miquel, R., Mocanu, L. M., Mohr, J. J., Montgomery, J., Nadolski, A., Natoli, T., Nibarger, J. P., Noble, G., Novosad, V., Padin, S., Palmese, A., Parkinson, D., Patil, S., Paz-Chinchón, F., Plazas, A. A., Pryke, C., Ramachandra, N. S., Reichardt, C. L., Remolina González, J. D., Romer, A. K., Roodman, A., Ruhl, J. E., Rykoff, E. S., Saliwanchik, B. R., Sanchez, E., Saro, A., Sayre, J. T., Schaffer, K. K., Schrabback, T., Serrano, S., Sharon, K., Sievers, C., Smecher, G., Smith, M., Soares-Santos, M., Stark, A. A., Story, K. T., Suchyta, E., Tarle, G., Tucker, C., Vanderlinde, K., Veach, T., Vieira, J. D., Wang, G., Weller, J., Whitehorn, N., Wu, W. L. K., Yefremenko, V. & Zhang, Y., Mar 2020, In: Astrophysical Journal, Supplement Series. 247, 1, 25.

Research output: Contribution to journal › Review article › peer-review

Open Access

132 Scopus citations

Princeton Language and Intelligence (PLI)

Research output

Search results