activity
20162023
most citedUsing Automatic Differentiation as a General Framework for Ptychographic Reconstruction

85 citations · 154 across the 12 of their papers we have counts for

collaborators

13 papers

cond-mat.mtrl-sci2023

Imaging extended single crystal lattice distortion fields with multi-peak Bragg ptychography

Saugat Kandel, Siddharth Maddali, Marc Allain +4

We describe a phase-retrieval-based imaging method to directly spatially resolve the vector lattice distortions in an extended crystalline sample by explicit coupling of independen…

cond-mat.mtrl-sci2023★ 2 cited

Grain boundary migration in polycrystalline -Fe

Zipeng Xu, Yu-Feng Shen, S. Kiana Naghibzadeh +8

High energy x-ray diffraction microscopy was used to image the microstructure of -Fe before and after a 600 C anneal. These data were used to determine the areas, curvat…

cond-mat.mtrl-sci2022

A differentiable forward model for the concurrent, multi-peak Bragg coherent x-ray diffraction imaging problem

S. Maddali, T. D. Frazer, N. Delegan +12

We present a general analytic approach to spatially resolve the nano-scale lattice distortion field of strained and defected compact crystals with Bragg coherent x-ray diffraction…

eess.IV2021

A matrix-free Levenberg-Marquardt algorithm for efficient ptychographic phase retrieval

Saugat Kandel, S. Maddali, Youssef S G Nashed +3

The phase retrieval problem, where one aims to recover a complex-valued image from far-field intensity measurements, is a classic problem encountered in a range of imaging applicat…

physics.ins-det2020

Detector tilt considerations in high-energy Bragg coherent diffraction imaging: a simulation study

Siddharth Maddali, Marc Allain, Peng Li +2

This paper addresses three-dimensional signal distortion and image reconstruction issues in x-ray Bragg coherent diffraction imaging (BCDI) in the event of a general non-orthogonal…

physics.ins-det2019

General approaches for shear-correcting coordinate transformations in Bragg coherent diffraction imaging: Part 2

Peng Li, Siddharth Maddali, Anastasios Pateras +4

X-ray Bragg coherent diffraction imaging has been demonstrated as a powerful three-dimensional (3D) microscopy approach for the investigation of sub-micrometer-scale crystalline pa…

physics.ins-det2019

General approaches for shear-correcting coordinate transformations in Bragg coherent diffraction imaging: Part 1

Siddharth Maddali, Peng Li, Anastasios Pateras +12

In this two-part article series we provide a generalized description of the scattering geometry of Bragg coherent diffraction imaging (BCDI) experiments, the shear distortion effec…

cond-mat.mtrl-sci2019★ 16 cited

High-energy coherent X-ray diffraction microscopy of polycrystal grains: first steps towards a multi-scale approach

Siddharth Maddali, Jun-Sang Park, Hemant Sharma +7

We present proof-of-concept imaging measurements of a polycrystalline material that integrate the elements of conventional high-energy X-ray diffraction microscopy with coherent di…

eess.IV2019★ 85 cited

Using Automatic Differentiation as a General Framework for Ptychographic Reconstruction

Saugat Kandel, S. Maddali, Marc Allain +3

Coherent diffraction imaging methods enable imaging beyond lens-imposed resolution limits. In these methods, the object can be recovered by minimizing an error metric that quantifi…

cond-mat.mtrl-sci2018★ 20 cited

Phase retrieval for Bragg coherent diffraction imaging at high X-ray energies

Siddharth Maddali, Marc Allain, Wonsuk Cha +6

Coherent X-ray beams with energies keV can potentially enable three-dimensional imaging of atomic lattice distortion fields within individual crystallites in bulk polycry…

cond-mat.mtrl-sci2018★ 1 cited

Bragg Coherent Modulation Imaging: Strain- and Defect- Sensitive Single Views of Extended Samples

A. Ulvestad, W. Cha, I. Calvo-Almazan +5

Nanoscale heterogeneity (including size, shape, strain, and defects) significantly impacts material properties and how they function. Bragg coherent x-ray imaging methods have emer…

eess.SP2017★ 27 cited

Sparse recovery of undersampled intensity patterns for coherent diffraction imaging at high X-ray energies

Siddharth Maddali, Irene Calvo-Almazan, Jonathan Almer +5

Coherent X-ray photons with energies higher than 50 keV offer new possibilities for imaging nanoscale lattice distortions in bulk crystalline materials using Bragg peak phase retri…

cond-mat.mtrl-sci2016★ 3 cited

Topology-faithful nonparametric estimation and tracking of bulk interface networks

Siddharth Maddali, Shlomo Ta'asan, Robert M. Suter

The main focus of this paper is a nonparametric filtering technique for the estimation of interface geometry in bulk materials obtainable from modern imaging measurements. The filt…