Cherukara MJ - Search Results

1

Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals.

Varughese B, Manna S, Loeffler TD, Batra R, Cherukara MJ, Sankaranarayanan SKRS. Varughese B, et al. Among authors: cherukara mj. ACS Appl Mater Interfaces. 2024 Apr 9. doi: 10.1021/acsami.3c15399. Online ahead of print. ACS Appl Mater Interfaces. 2024. PMID: 38593033

2

AutoFocus: AI-driven alignment of nanofocusing X-ray mirror systems.

Rebuffi L, Kandel S, Shi X, Zhang R, Harder RJ, Cha W, Highland MJ, Frith MG, Assoufid L, Cherukara MJ. Rebuffi L, et al. Among authors: cherukara mj. Opt Express. 2023 Nov 20;31(24):39514-39527. doi: 10.1364/OE.505289. Opt Express. 2023. PMID: 38041271 Free article.

3

Deep learning at the edge enables real-time streaming ptychographic imaging.

Babu AV, Zhou T, Kandel S, Bicer T, Liu Z, Judge W, Ching DJ, Jiang Y, Veseli S, Henke S, Chard R, Yao Y, Sirazitdinova E, Gupta G, Holt MV, Foster IT, Miceli A, Cherukara MJ. Babu AV, et al. Among authors: cherukara mj. Nat Commun. 2023 Nov 3;14(1):7059. doi: 10.1038/s41467-023-41496-z. Nat Commun. 2023. PMID: 37923741 Free PMC article.

4

Demonstration of an AI-driven workflow for autonomous high-resolution scanning microscopy.

Kandel S, Zhou T, Babu AV, Di Z, Li X, Ma X, Holt M, Miceli A, Phatak C, Cherukara MJ. Kandel S, et al. Among authors: cherukara mj. Nat Commun. 2023 Sep 7;14(1):5501. doi: 10.1038/s41467-023-40339-1. Nat Commun. 2023. PMID: 37679317 Free PMC article.

5

Multislice forward modeling of coherent surface scattering imaging on surface and interfacial structures.

Myint P, Chu M, Tripathi A, Wojcik MJ, Zhou J, Cherukara MJ, Narayanan S, Wang J, Jiang Z. Myint P, et al. Among authors: cherukara mj. Opt Express. 2023 Mar 27;31(7):11261-11273. doi: 10.1364/OE.481401. Opt Express. 2023. PMID: 37155766 Free article.

6

X-ray nanodiffraction imaging reveals distinct nanoscopic dynamics of an ultrafast phase transition.

Ahn Y, Cherukara MJ, Cai Z, Bartlein M, Zhou T, DiChiara A, Walko DA, Holt M, Fullerton EE, Evans PG, Wen H. Ahn Y, et al. Among authors: cherukara mj. Proc Natl Acad Sci U S A. 2022 May 10;119(19):e2118597119. doi: 10.1073/pnas.2118597119. Epub 2022 May 6. Proc Natl Acad Sci U S A. 2022. PMID: 35522708 Free PMC article.

7

Multi-reward Reinforcement Learning Based Bond-Order Potential to Study Strain-Assisted Phase Transitions in Phosphorene.

Koneru A, Batra R, Manna S, Loeffler TD, Chan H, Sternberg M, Avarca A, Singh H, Cherukara MJ, Sankaranarayanan SKRS. Koneru A, et al. Among authors: cherukara mj. J Phys Chem Lett. 2022 Feb 24;13(7):1886-1893. doi: 10.1021/acs.jpclett.1c03551. Epub 2022 Feb 17. J Phys Chem Lett. 2022. PMID: 35175062

8

Learning in continuous action space for developing high dimensional potential energy models.

Manna S, Loeffler TD, Batra R, Banik S, Chan H, Varughese B, Sasikumar K, Sternberg M, Peterka T, Cherukara MJ, Gray SK, Sumpter BG, Sankaranarayanan SKRS. Manna S, et al. Among authors: cherukara mj. Nat Commun. 2022 Jan 18;13(1):368. doi: 10.1038/s41467-021-27849-6. Nat Commun. 2022. PMID: 35042872 Free PMC article.

9

Learning with Delayed Rewards-A Case Study on Inverse Defect Design in 2D Materials.

Banik S, Loeffler TD, Batra R, Singh H, Cherukara MJ, Sankaranarayanan SKRS. Banik S, et al. Among authors: cherukara mj. ACS Appl Mater Interfaces. 2021 Aug 4;13(30):36455-36464. doi: 10.1021/acsami.1c07545. Epub 2021 Jul 21. ACS Appl Mater Interfaces. 2021. PMID: 34288661

10

Artificial Intelligence-Guided De Novo Molecular Design Targeting COVID-19.

Srinivasan S, Batra R, Chan H, Kamath G, Cherukara MJ, Sankaranarayanan SKRS. Srinivasan S, et al. Among authors: cherukara mj. ACS Omega. 2021 May 4;6(19):12557-12566. doi: 10.1021/acsomega.1c00477. eCollection 2021 May 18. ACS Omega. 2021. PMID: 34056406 Free PMC article.

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