Author

R. Long

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Aug 2026

Anisotropic Defect-Induced Orbital Reordering Enables Coherent Charge Redistribution and Selective Photocatalytic CO2 Reduction in Metal–Organic Frameworks

Photocatalytic CO2 reduction in metal–organic frameworks (MOFs) is often limited by inefficient charge separation and poorly defined active sites, while the role of crystallographic defect heterogeneity remains unclear. Taking MIL-125-NH2 as a prototypical system, we demonstrate that inequivalent oxygen vacancies dic...

Cheng Cheng, O. Prezhdo, R. Long · Journal of the American Chem... · 0 citations

Aug 2026

From Small Data to High Capacity: Symbolic Learning of Sodium-Ion Cathode Materials.

Data-driven discovery of sodium-ion cathodes is often limited by small data sets and the poor interpretability of graph neural networks (GNNs). Here, we developed Symbol_ETR, an interpretable framework combining symbolic regression with ensemble learning. By constructing explicit nonlinear descriptors, symbolic regress...

Kong Meng, A. Vasenko, E. Chulkov et al. · Journal of Physical Chemistr... · 0 citations

Aug 2026

Carrier-Lattice Coupling Drives Oxidative Degradation in Mixed Tin-Lead Halide Perovskites: Machine Learning Combined with Nonadiabatic Molecular Dynamics.

The findings reveal that Sn oxidation is governed by carrier–lattice coupling through its control over the kinetic accessibility of Sn-centered hole localization, and they identify the suppression of VSn defects and the stabilization of I-rich surface terminations as key design principles for stable Sn–Pb perovskites.

Hao-Ran Lu, Kong Meng, Xu-Hui Xu et al. · Journal of the American Chem... · 0 citations