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.flu-dyn2025
Learning second-order TVD flux limiters using differentiable solvers
Chenyang Huang, Amal S. Sebastian, Venkatasubramanian Viswanathan
This paper presents a data-driven framework for learning optimal second-order total variation diminishing (TVD) flux limiters via differentiable simulations. In our fully different…