4 papers
Beyond Simple Structure-Function Relationships: Interplay Between Cis/Trans Isomerization and Geometrically Constrained Metal/Molecule Coupling Efficiency in Single-Molecule Junctions
Nathan D. Bamberger, Dylan Dyer, Keshaba N. Parida +5
Structure-function relationships constitute an important tool to investigate the fundamental principles of molecular electronics. Most commonly, this involves identifying a potenti…
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…
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…
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…