Cubuk ED - Search Results

1

Predicting emergence of crystals from amorphous precursors with deep learning potentials.

Aykol M, Merchant A, Batzner S, Wei JN, Cubuk ED. Aykol M, et al. Among authors: cubuk ed. Nat Comput Sci. 2024 Dec 18. doi: 10.1038/s43588-024-00752-y. Online ahead of print. Nat Comput Sci. 2024. PMID: 39695321

2

Efficient Exploratory Synthesis of Quaternary Cesium Chlorides Guided by In Silico Predictions.

Miura A, Aykol M, Kozaki S, Moriyoshi C, Kobayashi S, Kawaguchi S, Lee CH, Wang Y, Merchant A, Batzner S, Kageyama H, Tadanaga K, Kohli P, Cubuk ED. Miura A, et al. Among authors: cubuk ed. J Am Chem Soc. 2024 Oct 30;146(43):29637-29644. doi: 10.1021/jacs.4c10294. Epub 2024 Oct 16. J Am Chem Soc. 2024. PMID: 39412334 Free PMC article.

3

Accurate Surface and Finite-Temperature Bulk Properties of Lithium Metal at Large Scales Using Machine Learning Interaction Potentials.

Phuthi MK, Yao AM, Batzner S, Musaelian A, Guan P, Kozinsky B, Cubuk ED, Viswanathan V. Phuthi MK, et al. Among authors: cubuk ed. ACS Omega. 2024 Feb 21;9(9):10904-10912. doi: 10.1021/acsomega.3c10014. eCollection 2024 Mar 5. ACS Omega. 2024. PMID: 38463274 Free PMC article.

4

An autonomous laboratory for the accelerated synthesis of novel materials.

Szymanski NJ, Rendy B, Fei Y, Kumar RE, He T, Milsted D, McDermott MJ, Gallant M, Cubuk ED, Merchant A, Kim H, Jain A, Bartel CJ, Persson K, Zeng Y, Ceder G. Szymanski NJ, et al. Among authors: cubuk ed. Nature. 2023 Dec;624(7990):86-91. doi: 10.1038/s41586-023-06734-w. Epub 2023 Nov 29. Nature. 2023. PMID: 38030721 Free PMC article.

5

Scaling deep learning for materials discovery.

Merchant A, Batzner S, Schoenholz SS, Aykol M, Cheon G, Cubuk ED. Merchant A, et al. Among authors: cubuk ed. Nature. 2023 Dec;624(7990):80-85. doi: 10.1038/s41586-023-06735-9. Epub 2023 Nov 29. Nature. 2023. PMID: 38030720 Free PMC article.

6

Learning molecular dynamics: predicting the dynamics of glasses by a machine learning simulator.

Liu H, Huang Z, Schoenholz SS, Cubuk ED, Smedskjaer MM, Sun Y, Wang W, Bauchy M. Liu H, et al. Among authors: cubuk ed. Mater Horiz. 2023 Aug 29;10(9):3416-3428. doi: 10.1039/d3mh00028a. Mater Horiz. 2023. PMID: 37382413

7

Designing self-assembling kinetics with differentiable statistical physics models.

Goodrich CP, King EM, Schoenholz SS, Cubuk ED, Brenner MP. Goodrich CP, et al. Among authors: cubuk ed. Proc Natl Acad Sci U S A. 2021 Mar 9;118(10):e2024083118. doi: 10.1073/pnas.2024083118. Proc Natl Acad Sci U S A. 2021. PMID: 33653960 Free PMC article.

8

Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics.

Li L, Hoyer S, Pederson R, Sun R, Cubuk ED, Riley P, Burke K. Li L, et al. Among authors: cubuk ed. Phys Rev Lett. 2021 Jan 22;126(3):036401. doi: 10.1103/PhysRevLett.126.036401. Phys Rev Lett. 2021. PMID: 33543980

9

Combining Superionic Conduction and Favorable Decomposition Products in the Crystalline Lithium-Boron-Sulfur System: A New Mechanism for Stabilizing Solid Li-Ion Electrolytes.

Sendek AD, Antoniuk ER, Cubuk ED, Ransom B, Francisco BE, Buettner-Garrett J, Cui Y, Reed EJ. Sendek AD, et al. Among authors: cubuk ed. ACS Appl Mater Interfaces. 2020 Aug 26;12(34):37957-37966. doi: 10.1021/acsami.9b19091. Epub 2020 Aug 17. ACS Appl Mater Interfaces. 2020. PMID: 32700896

10

Erratum: Accelerated Search and Design of Stretchable Graphene Kirigami Using Machine Learning [Phys. Rev. Lett. 121, 255304 (2018)].

Hanakata PZ, Cubuk ED, Campbell DK, Park HS. Hanakata PZ, et al. Among authors: cubuk ed. Phys Rev Lett. 2019 Aug 9;123(6):069901. doi: 10.1103/PhysRevLett.123.069901. Phys Rev Lett. 2019. PMID: 31491138

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Article Language

Species

Sex

Age

Other

31 results

Search Page

Filters