2 papers
physics.chem-ph2025
Differentiable Electrochemistry: A paradigm for uncovering hidden physical phenomena in electrochemical systems
Haotian Chen, Chenyang Huang, Alexander RodrÃguez +2
Despite the long history of electrochemistry, there is a lack of quantitative algorithms that rigorously correlate experiment with theory. Electrochemical modeling has had advanced…
physics.bio-ph2025
A Primitive Model for Predicting Membrane Currents in Excitable Cells Based Only on Ion Diffusion Coefficients
Vivaan Patel, Joshua D. Priosoetanto, Aashutosh Mistry +2
Classical models for predicting current flow in excitable cells such as axons, originally proposed by Hodgkin and Huxley, rely on empirical voltage-gating parameters that quantify…