Source code for jaxfluids.time_integration.euler

#*------------------------------------------------------------------------------*
#* JAX-FLUIDS -                                                                 *
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#* A fully-differentiable CFD solver for compressible two-phase flows.          *
#* Copyright (C) 2022  Deniz A. Bezgin, Aaron B. Buhendwa, Nikolaus A. Adams    *
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#* GNU General Public License for more details.                                 *
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#* CONTACT                                                                      *
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#* deniz.bezgin@tum.de // aaron.buhendwa@tum.de // nikolaus.adams@tum.de        *
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#* Munich, April 15th, 2022                                                     *
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#*------------------------------------------------------------------------------*

from typing import List

import jax.numpy as jnp

from jaxfluids.time_integration.time_integrator import TimeIntegrator

[docs] class Euler(TimeIntegrator): """First-order explicit Euler time integration scheme """ def __init__(self, nh: int, inactive_axis: List) -> None: super(Euler, self).__init__(nh, inactive_axis) self.no_stages = 1 self.timestep_multiplier = (1.0,) self.timestep_increment_factor = (1.0,)
[docs] def integrate(self, cons: jnp.ndarray, rhs: jnp.ndarray, timestep: float, stage: int) -> jnp.ndarray: cons = self.integrate_conservatives(cons, rhs, timestep) return cons