A JAX-based differentiable model of pressure vacuum swing adsorption accelerates cyclic steady-state simulation by 20x via Newton iteration and produces a better Pareto front with IPOPT than NSGA-II in two orders of magnitude less time on a post-combustion capture benchmark.
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8 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 8representative citing papers
Higher-order far-field models with time-dependent singularities for microswimmers near boundaries predict expanded dynamics including hovering states absent in dipole-only models.
A four-PDE model shows that inter- and intra-specific plant-soil feedbacks can produce coexistence, single-species dominance, or spatial vegetation patterns depending on parameter values.
Phase reduction predicts low ACh enables full synchrony in hippocampal networks while high ACh desynchronizes them into multiple stable symmetric clusters.
A pseudospectral multishape method is developed to accurately approximate singular convolution operators in the nonlocal Cahn-Hilliard equation, enabling efficient high-resolution phase separation simulations.
Develops energy-stable asymptotic-preserving discretizations of a hyperbolized Cahn-Hilliard equation via SBP operators and IMEX Runge-Kutta methods guided by relative-energy error estimates.
Presents UFDSM based on cellular automata with a conservation nonstandard finite difference method that preserves positivity and fixed points, showing small discrepancies versus HEC-RAS in validation.
Experimental imbibition data on four porous materials are pre-processed with a monotonicity-preserving fit and used to calibrate a PDE model of capillary absorption.
citing papers explorer
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Accelerating Simulation and Optimisation of Cyclic Adsorption Processes with Differentiable Programming
A JAX-based differentiable model of pressure vacuum swing adsorption accelerates cyclic steady-state simulation by 20x via Newton iteration and produces a better Pareto front with IPOPT than NSGA-II in two orders of magnitude less time on a post-combustion capture benchmark.
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Far-field approximations for multi-timescale microswimmers near a boundary
Higher-order far-field models with time-dependent singularities for microswimmers near boundaries predict expanded dynamics including hovering states absent in dipole-only models.
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Modeling competitive interactions and plant-soil feedback in vegetation dynamics
A four-PDE model shows that inter- and intra-specific plant-soil feedbacks can produce coexistence, single-species dominance, or spatial vegetation patterns depending on parameter values.
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Phase model analysis of the effect of M-current on neural synchrony in hippocampal networks
Phase reduction predicts low ACh enables full synchrony in hippocampal networks while high ACh desynchronizes them into multiple stable symmetric clusters.
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Singularities in phase separation models: a spectral element approach for the nonlocal Cahn-Hilliard equation
A pseudospectral multishape method is developed to accurately approximate singular convolution operators in the nonlocal Cahn-Hilliard equation, enabling efficient high-resolution phase separation simulations.
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Justification and structure- and asymptotic-preserving discretizations of a hyperbolized Cahn-Hilliard equation
Develops energy-stable asymptotic-preserving discretizations of a hyperbolized Cahn-Hilliard equation via SBP operators and IMEX Runge-Kutta methods guided by relative-energy error estimates.
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A Novel Urban Flood Dynamical System Model and a Corresponding Nonstandard Finite Difference Method
Presents UFDSM based on cellular automata with a conservation nonstandard finite difference method that preserves positivity and fixed points, showing small discrepancies versus HEC-RAS in validation.
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Data-Informed Mathematical Characterization of Absorption Properties in Artificial and Natural Porous Materials
Experimental imbibition data on four porous materials are pre-processed with a monotonicity-preserving fit and used to calibrate a PDE model of capillary absorption.