Xin Li

Deconvolving distribution of relaxation times, resistances and inductance from electrochemical impedance spectroscopy via statistical model selection: Exploiting structural-sparsity regularization and data-driven parameter tuning

Xin Li, Mahshid Ahmadi, Liam Collins et al. · Electrochimica Acta · 2019 · 110 citations · Full text

Statistical Model Selection, Engineering, Exploiting Structural-sparsity Regularization +8

Manifold learning of four-dimensional scanning transmission electron microscopy

Xin Li, Ondrej Dyck, Mark P. Oxley et al. · npj Computational Materials · 2018 · 59 citations · Full text

Distilling nanoscale heterogeneity of amorphous silicon using tip-enhanced Raman spectroscopy (TERS) via multiresolution manifold learning

Guang Yang, Xin Li, Yongqiang Cheng et al. · Nature Communications · 2021 · 49 citations · Full text

Engineering, Microscopy, Phonon Vibrational Modes +18

Quantifying the Dynamics of Protein Self-Organization Using Deep Learning Analysis of Atomic Force Microscopy Data

Maxim Ziatdinov, Shuai Zhang, Orion Dollar et al. · Nano Letters · 2020 · 28 citations · Full text

High-veracity functional imaging in scanning probe microscopy via Graph-Bootstrapping

Xin Li, Liam Collins, Keisuke Miyazawa et al. · Nature Communications · 2018 · 16 citations · Full text