2 citations · 2 across the 1 of their papers we have counts for
3 papers
Discovery and recovery of crystalline materials with property-conditioned transformers
Cyprien Bone, Matthew Walker, Bradley A. A. Martin +6
Generative models have recently shown great promise for accelerating the design and discovery of new functional materials. Conditional generation enhances this capacity by allowing…
Thermodynamic Stability and Hydrogen Bonds in Mixed Halide Perovskites
Liz Camayo-Gutierrez, Javiera Ubeda, Ana L. Montero-Alejo +2
The stability of mixed halide perovskites against phase separation is crucial for their optoelectronic applications, yet difficult to rationalize due to the interplay of enthalpic,…
Inversion of the impedance response towards physical parameter extraction using interpretable machine learning
Mahmoud Nabil, Isel Grau-GarcÃa, Ricardo Grau-Crespo +2
Interpreting the impedance response of perovskite solar cells (PSCs) is challenging due to the complex coupling of ionic and electronic motion. While drift-diffusion (DD) modelling…