3 papers
cond-mat.mes-hall2021
Grid-Based Correlation Analysis to Identify Rare Quantum Transport Behaviors
Nathan D. Bamberger, Dylan Dyer, Keshaba N. Parida +2
Most single-molecule transport experiments produce large and stochastic datasets containing a wide range of behaviors, presenting both a challenge to their analysis, but also an op…
cond-mat.mes-hall2020
Correlated Energy-Level Alignment Effects Determine Substituent-Tuned Single-Molecule Conductance
Jeffrey A. Ivie, Nathan D. Bamberger, Keshaba N. Parida +7
The rational design of single molecule electrical components requires a deep and predictive understanding of structure-function relationships. Here we explore the relationship betw…
cond-mat.mes-hall2020
Unsupervised Segmentation-Based Machine Learning as an Advanced Analysis Tool for Single Molecule Break Junction Data
Nathan D. Bamberger, Jeffrey A. Ivie, Keshaba N. Parida +2
Improved understanding of charge-transport in single molecules is essential for harnessing the potential of molecules e.g. as circuit components at the ultimate size limit. However…