Hydrogen Atom Doping—A Versatile Method for Modulated Interface Resistive Switching
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Interface kinetics plays a crucial role in modulating the resistive switching mechanism for memristor devices with a Schottky junction. This study introduces H atoms by catalytic doping and examines the interfacial electrical transfer characteristics of the Pd/Nb‐doped SrTiO 3 (Nb‐STO). The I–V measurements show that H + doping at the Pd/Nb‐STO interface reduces the barrier height by 300 mV compared to the sample before H + doping. This reduction in barrier height is further correlated with the decrease in built‐in potential by 300 mV and depletion layer thickness from C–V measurements. The underlying reason for such a drastic change in resistive switching characteristics is the reduction of interface layer thickness. The work highlights the easy use of Pd metal to introduce H atoms to oxide materials and provides insight into their effects on switching mechanisms.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it