List of works - Mathew J Cherukara

Ab Initio-Based Bond Order Potential to Investigate Low Thermal Conductivity of Stanene Nanostructures.

scientific article

Alloy-assisted deposition of three-dimensional arrays of atomic gold catalyst for crystal growth studies.

scientific article published on 8 December 2017

Anisotropic nano-scale resolution in 3D Bragg coherent diffraction imaging

scientific article published in 2018

Configurational-Bias Monte Carlo Back-Mapping Algorithm for Efficient and Rapid Conversion of Coarse-Grained Water Structures into Atomistic Models

scientific article published on 05 July 2018

Defect Dynamics in 2-D MoS2 Probed by Using Machine Learning, Atomistic Simulations, and High-Resolution Microscopy

scientific article published on 08 August 2018

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

scientific article published on 18 January 2022

Machine learning a bond order potential model to study thermal transport in WSe2 nanostructures

scientific article published on 01 May 2019

Machine learning coarse grained models for water

scientific article published in Nature Communications

Operando tribochemical formation of onion-like-carbon leads to macroscale superlubricity.

scientific article

Perovskite neural trees

scientific article published on 07 May 2020

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

scientific article published in 2021

Real-time coherent diffraction inversion using deep generative networks

scientific article published in Scientific Reports

Silicene growth through island migration and coalescence.

scientific article published on 15 June 2017

Three-dimensional X-ray diffraction imaging of dislocations in polycrystalline metals under tensile loading

scientific article published in Nature Communications

Ultrafast Three-Dimensional Integrated Imaging of Strain in Core/Shell Semiconductor/Metal Nanostructures.

scientific article

Ultrafast Three-Dimensional X-ray Imaging of Deformation Modes in ZnO Nanocrystals

scientific article

List of works by Mathew J Cherukara

Ab Initio-Based Bond Order Potential to Investigate Low Thermal Conductivity of Stanene Nanostructures.

Alloy-assisted deposition of three-dimensional arrays of atomic gold catalyst for crystal growth studies.

Anisotropic nano-scale resolution in 3D Bragg coherent diffraction imaging

Configurational-Bias Monte Carlo Back-Mapping Algorithm for Efficient and Rapid Conversion of Coarse-Grained Water Structures into Atomistic Models

Defect Dynamics in 2-D MoS2 Probed by Using Machine Learning, Atomistic Simulations, and High-Resolution Microscopy

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

Machine learning a bond order potential model to study thermal transport in WSe2 nanostructures

Machine learning coarse grained models for water

Operando tribochemical formation of onion-like-carbon leads to macroscale superlubricity.

Perovskite neural trees

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

Real-time coherent diffraction inversion using deep generative networks

Silicene growth through island migration and coalescence.

Three-dimensional X-ray diffraction imaging of dislocations in polycrystalline metals under tensile loading

Ultrafast Three-Dimensional Integrated Imaging of Strain in Core/Shell Semiconductor/Metal Nanostructures.

Ultrafast Three-Dimensional X-ray Imaging of Deformation Modes in ZnO Nanocrystals