[TOC]
Title: Speeding Up the Topography Imaging of Atomic Force Microscopy by Convolutional Neural Network
Authors: Peng Zheng, Hao He, Yun Gao, Peiwen Tang, Hailong Wang, Juan Peng, Lei Wang, Chanmin Su, Songyuan Ding
E-mail: pengzheng@stu.xmu.edu.cn
| Parameters | Value |
|---|---|
| Scan Path | Raster and μ-path |
| Scan Size | $ 16 \times 16 \ \mu m ^{2} $ |
| Image Resolution | $ 256 \times 256 $ |
| Scan Mode | Peak Force Tapping |
| Peak Force Set Point | $ 1 \ nN $ |
| Peak Force Frequency | $ 2 \ kHz $ |
| Feedback Gain | Automatic |
| Filename | Scanning Speed ($ \mu m \cdot s ^{-1} $) |
|---|---|
| Silicon S010 | 3.2 |
| Silicon S050 | 16.0 |
| Silicon S100 | 32.0 |
| Silicon S150 | 48.0 |
silicon.ipynb
| Parameters | Value |
|---|---|
| Scan Path | Raster and μ-path |
| Scan Size | $ 1.28 \times 1.28 \ \mu m ^{2} $ |
| Image Resolution | $ 256 \times 256 $ |
| Scan Mode | Peak Force Tapping |
| Peak Force Set Point | $ 500 \ pN $ |
| Peak Force Frequency | $ 2 \ kHz $ |
| Feedback Gain | Automatic |
| Filename | Scanning Speed ($ \mu m \cdot s ^{-1} $) |
|---|---|
| VO2 S050 | 1.28 |
| VO2 S100 | 2.56 |
| VO2 S200 | 5.12 |
| VO2 S300 | 7.68 |
| VO2 S400 | 10.24 |
| VO2 S500 | 12.80 |
vo2.ipynb
| Parameters | Value |
|---|---|
| Scan Path | Raster and μ-path |
| Scan Size | $ 500 \times 500 \ nm ^{2} $ |
| Image Resolution | $ 256 \times 256 $ |
| Scan Mode | Peak Force Tapping |
| Peak Force Set Point | $ 500 \ pN $ |
| Peak Force Frequency | $ 2 \ kHz $ |
| Feedback Gain | Automatic |
| Filename | Scanning Speed ($ \mu m \cdot s ^{-1} $) |
|---|---|
| VO2 P1 S1 | 1.0 |
| VO2 P1 S8 | 8.0 |
| VO2 P2 S1 | 1.0 |
| VO2 P2 S8 | 8.0 |
vo2.ipynb
| Parameters | Value |
|---|---|
| Scan Path | Raster and μ-path |
| Scan Size | $ 500 \times 500 \ nm ^{2} $ |
| Image Resolution | $ 256 \times 256 $ |
| Scan Mode | Peak Force Tapping |
| Peak Force Set Point | $ 500 \ pN $ |
| Peak Force Frequency | $ 2 \ kHz $ |
| Feedback Gain | Automatic |
| Filename | Scanning Speed ($ \mu m \cdot s ^{-1} $) | Frame |
|---|---|---|
| VO2 Train S1 | 1.0 | |
| VO2 Train S6 | 6.0 | |
| VO2 S1 1 | 1.0 | 1 |
| VO2 S1 2 | 1.0 | 2 |
| VO2 S1 3 | 1.0 | 3 |
| VO2 S1 4 | 1.0 | 4 |
| VO2 S1 5 | 1.0 | 5 |
| VO2 S6 1 | 6.0 | 1 |
| VO2 S6 2 | 6.0 | 2 |
| VO2 S6 3 | 6.0 | 3 |
| VO2 S6 4 | 6.0 | 4 |
| VO2 S6 5 | 6.0 | 5 |
vo2.ipynb
| Parameters | Value |
|---|---|
| Scan Path | Raster and μ-path |
| Scan Size | $ 400 \times 400 \ \mu m ^{2} $ and $ 200 \times 200 \ \mu m ^{2} $ |
| Image Resolution | $ 200 \times 200 $ and $ 100 \times 100 $ |
| Filename | Scanning Speed ($ \mu m \cdot s ^{-1} $) |
|---|---|
| SECM P1 S050 | 50 |
| SECM P1 S400 | 400 |
| SECM P2 S050 | 50 |
| SECM P2 S400 | 400 |
secm.ipynb