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Subramanian K. R. S. Sankaranarayanan
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Journal Articles

Erratum: “Learning the stable and metastable phase diagram to accelerate the discovery of metastable phases of boron” [APL Mach. Learn. 2, 016103 (2024)]

Karthik Balasubramanian, Suvo Banik, Sukriti Manna, Srilok Srinivasan, Subramanian K. R. S. Sankaranarayanan
Journal: APL Machine Learning
APL Mach. Learn. 2, 019901 (2024)
https://doi.org/10.1063/5.0198511
Published: February 2024
View article titled, Erratum: “Learning the stable and metastable phase diagram to accelerate the discovery of metastable phases of boron” [APL Mach. Learn. 2, 016103 (2024)]
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Journal Articles

Learning the stable and metastable phase diagram to accelerate the discovery of metastable phases of boron

Karthik Balasubramanian, Suvo Banik, Sukriti Manna, Srilok Srinivasan, Subramanian K. R. S. Sankaranarayanan
Journal: APL Machine Learning
APL Mach. Learn. 2, 016103 (2024)
https://doi.org/10.1063/5.0175994
Published: January 2024
View article titled, Learning the stable and metastable phase diagram to accelerate the discovery of metastable phases of boron
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Includes: Supplementary data
Journal Articles

Reinforcement learning based hybrid bond-order coarse-grained interatomic potentials for exploring mesoscale aggregation in liquid–liquid mixtures

Anirban Chandra, Troy Loeffler, Henry Chan, Xiaoyu Wang, G. B. Stephenson, Michael J. Servis, Subramanian K. R. S. Sankaranarayanan
Journal: The Journal of Chemical Physics
J. Chem. Phys. 159, 024114 (2023)
https://doi.org/10.1063/5.0151050
Published: July 2023
View article titled, Reinforcement learning based hybrid bond-order coarse-grained interatomic potentials for exploring mesoscale aggregation in liquid–liquid mixtures
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Includes: Supplementary data
Journal Articles

Rapid 3D nanoscale coherent imaging via physics-aware deep learning

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Henry Chan, Youssef S. G. Nashed, Saugat Kandel, Stephan O. Hruszkewycz, Subramanian K. R. S. Sankaranarayanan, Ross J. Harder, Mathew J. Cherukara
Journal: Applied Physics Reviews
Appl. Phys. Rev. 8, 021407 (2021)
https://doi.org/10.1063/5.0031486
Published: May 2021
View article titled, Rapid 3D nanoscale coherent imaging via physics-aware deep learning
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Journal Articles

Evolutionary inverse design of defects at graphene 2D lateral interfaces

Jianan Zhang, Srilok Srinivasan, Subramanian K. R. S. Sankaranarayanan, Carmen M. Lilley
Journal: Journal of Applied Physics
J. Appl. Phys. 129, 185302 (2021)
https://doi.org/10.1063/5.0046469
Published: May 2021
View article titled, Evolutionary inverse design of defects at graphene 2D lateral interfaces
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Includes: Supplementary data
Journal Articles

Organismic materials for beyond von Neumann machines

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Hai-Tian Zhang, Priyadarshini Panda, Jerome Lin, Yoav Kalcheim, Kai Wang, John W. Freeland, Dillon D. Fong, Shashank Priya, Ivan K. Schuller, Subramanian K. R. S. Sankaranarayanan, Kaushik Roy, Shriram Ramanathan
Journal: Applied Physics Reviews
Appl. Phys. Rev. 7, 011309 (2020)
https://doi.org/10.1063/1.5113574
Published: January 2020
View article titled, Organismic materials for beyond von Neumann machines
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Journal Articles

A coarse-grained deep neural network model for liquid water

Tarak K Patra, Troy D. Loeffler, Henry Chan, Mathew J. Cherukara, Badri Narayanan, Subramanian K. R. S. Sankaranarayanan
Journal: Applied Physics Letters
Appl. Phys. Lett. 115, 193101 (2019)
https://doi.org/10.1063/1.5116591
Published: November 2019
View article titled, A coarse-grained deep neural network model for liquid water
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Journal Articles

Cavitation and radicals drive the sonochemical synthesis of functional polymer spheres

Badri Narayanan, Sanket A. Deshmukh, Lok Kumar Shrestha, Katsuhiko Ariga, Vilas G. Pol, Subramanian K. R. S. Sankaranarayanan
Journal: Applied Physics Letters
Appl. Phys. Lett. 109, 041901 (2016)
https://doi.org/10.1063/1.4959885
Published: July 2016
View article titled, Cavitation and radicals drive the sonochemical synthesis of functional polymer spheres
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Includes: Supplementary data
Journal Articles

Design and fabrication of a SAW device with Ta filled microcavities inserted into its delay path for improved power transfer

Mandek Richardson, Surya Cheemalapati, Richard Everly, Subramanian K. R. S. Sankaranarayanan, Anna Pyayt, Venkat R. Bhethanabotla
Journal: Journal of Vacuum Science & Technology B
J. Vac. Sci. Technol. B 33, 022001 (2015)
https://doi.org/10.1116/1.4906515
Published: January 2015
View article titled, Design and fabrication of a SAW device with Ta filled microcavities inserted into its delay path for improved power transfer
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Journal Articles

Atomistic insights into aqueous corrosion of copper

Byoungseon Jeon, Subramanian K. R. S. Sankaranarayanan, Adri C. T. van Duin, Shriram Ramanathan
Journal: The Journal of Chemical Physics
J. Chem. Phys. 134, 234706 (2011)
https://doi.org/10.1063/1.3599090
Published: June 2011
View article titled, Atomistic insights into aqueous corrosion of copper
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Journal Articles

Interface proximity effects on ionic conductivity in nanoscale oxide-ion conducting yttria stabilized zirconia: An atomistic simulation study

Subramanian K. R. S. Sankaranarayanan, Shriram Ramanathan
Journal: The Journal of Chemical Physics
J. Chem. Phys. 134, 064703 (2011)
https://doi.org/10.1063/1.3549891
Published: February 2011
View article titled, Interface proximity effects on ionic conductivity in nanoscale oxide-ion conducting yttria stabilized zirconia: An atomistic simulation study
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Includes: Supplementary data
Journal Articles

Acoustic streaming induced elimination of nonspecifically bound proteins from a surface acoustic wave biosensor: Mechanism prediction using fluid-structure interaction models

Subramanian K. R. S. Sankaranarayanan, Reetu Singh, Venkat R. Bhethanabotla
Journal: Journal of Applied Physics
J. Appl. Phys. 108, 104507 (2010)
https://doi.org/10.1063/1.3503851
Published: November 2010
View article titled, Acoustic streaming induced elimination of nonspecifically bound proteins from a surface acoustic wave biosensor: Mechanism prediction using fluid-structure interaction models
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Journal Articles

Enhancement of acoustic streaming induced flow on a focused surface acoustic wave device: Implications for biosensing and microfluidics

Reetu Singh, Subramanian K. R. S. Sankaranarayanan, Venkat R. Bhethanabotla
Journal: Journal of Applied Physics
J. Appl. Phys. 107, 024503 (2010)
https://doi.org/10.1063/1.3279687
Published: January 2010
View article titled, Enhancement of acoustic streaming induced flow on a focused surface acoustic wave device: Implications for biosensing and microfluidics
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Journal Articles

Enhanced surface acoustic wave biosensor performance via delay path modifications in mutually interacting multidirectional transducer configuration: A computational study

Reetu Singh, Subramanian K. R. S. Sankaranarayanan, Venkat R. Bhethanabotla
Journal: Applied Physics Letters
Appl. Phys. Lett. 95, 034101 (2009)
https://doi.org/10.1063/1.3184765
Published: July 2009
View article titled, Enhanced surface acoustic wave biosensor performance via delay path modifications in mutually interacting multidirectional transducer configuration: A computational study
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Includes: Supplementary data
Journal Articles

Orthogonal surface acoustic wave device based on langasite for simultaneous biosensing and biofouling removal

Reetu Singh, Subramanian K. R. S. Sankaranarayanan, Venkat R. Bhethanabotla
Journal: Applied Physics Letters
Appl. Phys. Lett. 94, 263503 (2009)
https://doi.org/10.1063/1.3160735
Published: June 2009
View article titled, Orthogonal surface acoustic wave device based on langasite for simultaneous biosensing and biofouling removal
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Includes: Supplementary data
Journal Articles

Enhancing effects of microcavities on shear-horizontal surface acoustic wave sensors: A finite element simulation study

Stefan Cular, Subramanian K. R. S. Sankaranarayanan, Venkat R. Bhethanabotla
Journal: Applied Physics Letters
Appl. Phys. Lett. 92, 244104 (2008)
https://doi.org/10.1063/1.2949553
Published: June 2008
View article titled, Enhancing effects of microcavities on shear-horizontal surface acoustic wave sensors: A finite element simulation study
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Journal Articles

Design of efficient focused surface acoustic wave devices for potential microfluidic applications

Subramanian K. R. S. Sankaranarayanan, Venkat R. Bhethanabotla
Journal: Journal of Applied Physics
J. Appl. Phys. 103, 064518 (2008)
https://doi.org/10.1063/1.2891577
Published: March 2008
View article titled, Design of efficient focused surface acoustic wave devices for potential microfluidic applications
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