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Projects
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Collaborative Research: Frameworks: SINAPSE: Scalable Infrastructure for AI-coupled Predictive Simulation Enhancement
Rosen, A. S. (PI)
NSF - National Science Foundation
10/1/25 → 9/30/28
Project: Research project
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Accelerated data-driven materials science with the Materials Project
Horton, M. K., Huck, P., Yang, R. X., Munro, J. M., Dwaraknath, S., Ganose, A. M., Kingsbury, R. S., Wen, M., Shen, J. X., Mathis, T. S., Kaplan, A. D., Berket, K., Riebesell, J., George, J., Rosen, A. S., Spotte-Smith, E. W. C., McDermott, M. J., Cohen, O. A., Dunn, A. & Kuner, M. C. & 13 others, , Oct 2025, In: Nature Materials. 24, 10, p. 1522-1532 11 p.Research output: Contribution to journal › Review article › peer-review
Open Access198 Link opens in a new tab Scopus citations -
A foundation model for atomistic materials chemistry
Batatia, I., Benner, P., Chiang, Y., Elena, A. M., Kovács, D. P., Riebesell, J., Advincula, X. R., Asta, M., Avaylon, M., Baldwin, W. J., Berger, F., Bernstein, N., Bhowmik, A., Bigi, F., Blau, S. M., Cărare, V., Ceriotti, M., Chong, S., Darby, J. P. & De, S. & 68 others, , Nov 14 2025, In: Journal of Chemical Physics. 163, 18, 184110.Research output: Contribution to journal › Article › peer-review
Open Access203 Link opens in a new tab Scopus citations -
An accurate and efficient framework for modelling the surface chemistry of ionic materials
Shi, B. X., Rosen, A. S., Schäfer, T., Grüneis, A., Kapil, V., Zen, A. & Michaelides, A., Nov 2025, In: Nature chemistry. 17, 11, p. 1688-1695 8 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Scopus citations -
Atomate2: modular workflows for materials science
Ganose, A. M., Sahasrabuddhe, H., Asta, M., Beck, K., Biswas, T., Bonkowski, A., Bustamante, J., Chen, X., Chiang, Y., Chrzan, D. C., Clary, J., Cohen, O. A., Ertural, C., Gallant, M. C., George, J., Gerits, S., Goodall, R. E. A., Guha, R. D., Hautier, G. & Horton, M. & 36 others, , Jul 1 2025, In: Digital Discovery. 4, 7, p. 1944-1973 30 p.Research output: Contribution to journal › Article › peer-review
Open Access33 Link opens in a new tab Scopus citations -
Capturing the Complexities of Catalyst–Support Interactions with the Help of Machine Learning
Rosen, A. S., Dec 1 2025, In: Angewandte Chemie - International Edition. 64, 49, e202521310.Research output: Contribution to journal › Comment/debate › peer-review
Open Access1 Link opens in a new tab Scopus citations