12 citations · 19 across the 2 of their papers we have counts for
5 papers
Score-Based Generative Models for Molecule Generation
Dwaraknath Gnaneshwar, Bharath Ramsundar, Dhairya Gandhi +2
Recent advances in generative models have made exploring design spaces easier for de novo molecule generation. However, popular generative models like GANs and normalizing flows fa…
Marcus-Hush-Chidsey Kinetics at Electrode-Electrolyte Interfaces
Rachel Kurchin, Venkatasubramanian Viswanathan
Electrochemical kinetics at electrode-electrolyte interfaces limit performance of devices including fuel cells and batteries. While the importance of moving beyond Butler-Volmer ki…
How much physics is in a current-voltage curve? Inferring defect properties from photovoltaic device measurements
Rachel C. Kurchin, Jeremy R. Poindexter, Ville Vähänissi +3
Defect-assisted recombination processes are critical to understand, as they frequently limit photovoltaic (PV) device performance. However, the physical parameters governing these…
Bayesim: a tool for adaptive grid model fitting with Bayesian inference
Rachel C. Kurchin, Giuseppe Romano, Tonio Buonassisi
Bayesian inference is a widely used and powerful analytical technique in fields such as astronomy and particle physics but has historically been underutilized in some other discipl…
Charge-carrier lifetime measurements in early-stage photovoltaic materials: intuition, uncertainties, and opportunities
Jeremy R. Poindexter, Edward S. Barnard, Rachel C. Kurchin +1
Measurements of charge-carrier lifetime in many early-stage thin-film photovoltaic materials can be arduous due to the prevalence of defects and limited information about material…