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Apply transverse aperture to thick elements. #788

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2 changes: 2 additions & 0 deletions docs/source/usage/parameters.rst
Original file line number Diff line number Diff line change
Expand Up @@ -135,6 +135,8 @@ Lattice Elements
* ``<element_name>.dx`` (``float``, in meters) horizontal translation error
* ``<element_name>.dy`` (``float``, in meters) vertical translation error
* ``<element_name>.rotation`` (``float``, in degrees) rotation error in the transverse plane
* ``<element_name>.aperture_x`` (``float``, in meters) horizontal half-aperture (elliptical)
* ``<element_name>.aperture_y`` (``float``, in meters) vertical half-aperture (elliptical)
* ``<element_name>.nslice`` (``integer``) number of slices used for the application of space charge (default: ``1``)

* ``drift_chromatic`` for a free drift, with chromatic effects included.
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7 changes: 6 additions & 1 deletion docs/source/usage/python.rst
Original file line number Diff line number Diff line change
Expand Up @@ -570,11 +570,16 @@ This module provides elements for the accelerator lattice.
:param rotation: rotation error in the transverse plane [degrees]
:param name: an optional name for the element

.. py:class:: impactx.elements.Drift(ds, dx=0, dy=0, rotation=0, nslice=1, name=None)
.. py:class:: impactx.elements.Drift(ds, dx=0, dy=0, rotation=0, aperture_x=0, aperture_y=0, nslice=1, name=None)

A drift.

:param ds: Segment length in m
:param dx: horizontal translation error in m
:param dy: vertical translation error in m
:param rotation: rotation error in the transverse plane [degrees]
:param aperture_x: horizontal half-aperture (elliptical) in m
:param aperture_y: vertical half-aperture (elliptical) in m
:param nslice: number of slices used for the application of space charge
:param name: an optional name for the element

Expand Down
16 changes: 16 additions & 0 deletions examples/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -1056,3 +1056,19 @@ add_impactx_test(linac-segment.py
examples/linac_segment/analysis_linac_segment.py
OFF # no plot script yet
)

# Drift with transverse aperture ################################################
#
# w/o space charge
add_impactx_test(aperture-thick
examples/aperture/input_aperture_thick.in
ON # ImpactX MPI-parallel
examples/aperture/analysis_aperture_thick.py
OFF # no plot script yet
)
add_impactx_test(aperture-thick.py
examples/aperture/run_aperture_thick.py
OFF # ImpactX MPI-parallel
examples/aperture/analysis_aperture_thick.py
OFF # no plot script yet
)
110 changes: 110 additions & 0 deletions examples/aperture/analysis_aperture_thick.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,110 @@
#!/usr/bin/env python3
#
# Copyright 2022-2023 ImpactX contributors
# Authors: Axel Huebl, Chad Mitchell
# License: BSD-3-Clause-LBNL
#

import numpy as np
import openpmd_api as io
from scipy.stats import moment


def get_moments(beam):
"""Calculate standard deviations of beam position & momenta
and emittance values

Returns
-------
sigx, sigy, sigt, emittance_x, emittance_y, emittance_t
"""
sigx = moment(beam["position_x"], moment=2) ** 0.5 # variance -> std dev.
sigpx = moment(beam["momentum_x"], moment=2) ** 0.5
sigy = moment(beam["position_y"], moment=2) ** 0.5
sigpy = moment(beam["momentum_y"], moment=2) ** 0.5
sigt = moment(beam["position_t"], moment=2) ** 0.5
sigpt = moment(beam["momentum_t"], moment=2) ** 0.5

epstrms = beam.cov(ddof=0)
emittance_x = (sigx**2 * sigpx**2 - epstrms["position_x"]["momentum_x"] ** 2) ** 0.5
emittance_y = (sigy**2 * sigpy**2 - epstrms["position_y"]["momentum_y"] ** 2) ** 0.5
emittance_t = (sigt**2 * sigpt**2 - epstrms["position_t"]["momentum_t"] ** 2) ** 0.5

return (sigx, sigy, sigt, emittance_x, emittance_y, emittance_t)


# initial/final beam
series = io.Series("diags/openPMD/monitor.h5", io.Access.read_only)
last_step = list(series.iterations)[-1]
initial = series.iterations[1].particles["beam"].to_df()
final = series.iterations[last_step].particles["beam"].to_df()

series_lost = io.Series("diags/openPMD/particles_lost.h5", io.Access.read_only)
particles_lost = series_lost.iterations[0].particles["beam"].to_df()

# compare number of particles
num_particles = 10000
assert num_particles == len(initial)
# we lost particles in apertures
assert num_particles > len(final)
assert num_particles == len(particles_lost) + len(final)

print("Initial Beam:")
sigx, sigy, sigt, emittance_x, emittance_y, emittance_t = get_moments(initial)
print(f" sigx={sigx:e} sigy={sigy:e} sigt={sigt:e}")
print(
f" emittance_x={emittance_x:e} emittance_y={emittance_y:e} emittance_t={emittance_t:e}"
)

atol = 0.0 # ignored
rtol = 1.8 * num_particles**-0.5 # from random sampling of a smooth distribution
print(f" rtol={rtol} (ignored: atol~={atol})")

assert np.allclose(
[sigx, sigy, sigt, emittance_x, emittance_y, emittance_t],
[
1.559531175539e-3,
2.205510139392e-3,
1.0e-3,
1.0e-6,
2.0e-6,
1.0e-6,
],
rtol=rtol,
atol=atol,
)

# particle-wise comparison against the rectangular aperture boundary
xmax = 1.0e-3
ymax = 1.5e-3

# kept particles
dx = abs(final["position_x"]) - xmax
dy = abs(final["position_y"]) - ymax

print()
print(f" x_max={final['position_x'].max()}")
print(f" x_min={final['position_x'].min()}")
assert np.less_equal(dx.max(), 0.0)

print(f" y_max={final['position_y'].max()}")
print(f" y_min={final['position_y'].min()}")
assert np.less_equal(dy.max(), 0.0)

# lost particles
dx = abs(particles_lost["position_x"]) - xmax
dy = abs(particles_lost["position_y"]) - ymax

print()
print(f" x_max={particles_lost['position_x'].max()}")
print(f" x_min={particles_lost['position_x'].min()}")
assert np.greater_equal(dx.max(), 0.0)

print(f" y_max={particles_lost['position_y'].max()}")
print(f" y_min={particles_lost['position_y'].min()}")
assert np.greater_equal(dy.max(), 0.0)

# check that s is set correctly
lost_at_s = particles_lost["s_lost"]
drift_s = np.ones_like(lost_at_s) * 0.123
assert np.allclose(lost_at_s, drift_s)
47 changes: 47 additions & 0 deletions examples/aperture/input_aperture_thick.in
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
###############################################################################
# Particle Beam(s)
###############################################################################
beam.npart = 10000
beam.units = static
beam.kin_energy = 250.0
beam.charge = 1.0e-9
beam.particle = proton
beam.distribution = waterbag
beam.lambdaX = 1.559531175539e-3
beam.lambdaY = 2.205510139392e-3
beam.lambdaT = 1.0e-3
beam.lambdaPx = 6.41218345413e-4
beam.lambdaPy = 9.06819680526e-4
beam.lambdaPt = 1.0e-3
beam.muxpx = 0.0
beam.muypy = 0.0
beam.mutpt = 0.0


###############################################################################
# Beamline: lattice elements and segments
###############################################################################
lattice.elements = monitor drift monitor
lattice.nslice = 1

monitor.type = beam_monitor
monitor.backend = h5

drift.type = drift
drift.ds = 0.123
drift.aperture_x = 1.0e-3
drift.aperture_y = 1.5e-3


###############################################################################
# Algorithms
###############################################################################
algo.particle_shape = 2
algo.space_charge = false


###############################################################################
# Diagnostics
###############################################################################
diag.slice_step_diagnostics = true
diag.backend = h5
61 changes: 61 additions & 0 deletions examples/aperture/run_aperture_thick.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,61 @@
#!/usr/bin/env python3
#
# Copyright 2022-2023 ImpactX contributors
# Authors: Axel Huebl, Chad Mitchell
# License: BSD-3-Clause-LBNL
#
# -*- coding: utf-8 -*-

from impactx import ImpactX, distribution, elements

sim = ImpactX()

# set numerical parameters and IO control
sim.particle_shape = 2 # B-spline order
sim.space_charge = False
# sim.diagnostics = False # benchmarking
sim.slice_step_diagnostics = True
sim.particle_lost_diagnostics_backend = "h5"

# domain decomposition & space charge mesh
sim.init_grids()

# load a 250 MeV proton beam with an initial
# horizontal rms emittance of 1 um and an
# initial vertical rms emittance of 2 um
kin_energy_MeV = 250.0 # reference energy
bunch_charge_C = 1.0e-9 # used with space charge
npart = 10000 # number of macro particles

# reference particle
ref = sim.particle_container().ref_particle()
ref.set_charge_qe(1.0).set_mass_MeV(938.27208816).set_kin_energy_MeV(kin_energy_MeV)

# particle bunch
distr = distribution.Waterbag(
lambdaX=1.559531175539e-3,
lambdaY=2.205510139392e-3,
lambdaT=1.0e-3,
lambdaPx=6.41218345413e-4,
lambdaPy=9.06819680526e-4,
lambdaPt=1.0e-3,
)
sim.add_particles(bunch_charge_C, distr, npart)

# add beam diagnostics
monitor = elements.BeamMonitor("monitor", backend="h5")

# design the accelerator lattice
sim.lattice.extend(
[
monitor,
elements.Drift(name="drift", ds=0.123, aperture_x=1.0e-3, aperture_y=1.5e-3),
monitor,
]
)

# run simulation
sim.track_particles()

# clean shutdown
sim.finalize()
25 changes: 24 additions & 1 deletion src/initialization/InitElement.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -93,6 +93,28 @@ namespace detail

return values;
}

/** Read the Aperture parameters aperture_x and aperture_y from inputs
*
* @param pp_element the element being read
* @return key-value pairs for aperture_x and aperture_y
*/
std::map<std::string, amrex::ParticleReal>
query_aperture (amrex::ParmParse& pp_element)
{
amrex::ParticleReal aperture_x = 0;
amrex::ParticleReal aperture_y = 0;
pp_element.query("aperture_x", aperture_x);
pp_element.query("aperture_y", aperture_y);

std::map<std::string, amrex::ParticleReal> values = {
{"aperture_x", aperture_x},
{"aperture_y", aperture_y}
};

return values;
}

} // namespace detail

/** Read a lattice element
Expand Down Expand Up @@ -128,8 +150,9 @@ namespace detail
{
auto const [ds, nslice] = detail::query_ds(pp_element, nslice_default);
auto a = detail::query_alignment(pp_element);
auto b = detail::query_aperture(pp_element);

m_lattice.emplace_back( Drift(ds, a["dx"], a["dy"], a["rotation_degree"], nslice, element_name) );
m_lattice.emplace_back( Drift(ds, a["dx"], a["dy"], a["rotation_degree"], b["aperture_x"], b["y_aperture"], nslice, element_name) );
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} else if (element_type == "sbend")
{
auto const [ds, nslice] = detail::query_ds(pp_element, nslice_default);
Expand Down
16 changes: 13 additions & 3 deletions src/particles/elements/Drift.H
Original file line number Diff line number Diff line change
Expand Up @@ -12,6 +12,7 @@

#include "particles/ImpactXParticleContainer.H"
#include "mixin/alignment.H"
#include "mixin/aperture.H"
#include "mixin/beamoptic.H"
#include "mixin/thick.H"
#include "mixin/named.H"
Expand All @@ -31,6 +32,7 @@ namespace impactx
public elements::BeamOptic<Drift>,
public elements::Thick,
public elements::Alignment,
public elements::Aperture,
public elements::NoFinalize
{
static constexpr auto type = "Drift";
Expand All @@ -42,6 +44,8 @@ namespace impactx
* @param dx horizontal translation error in m
* @param dy vertical translation error in m
* @param rotation_degree rotation error in the transverse plane [degrees]
* @param aperture_x horizontal half-aperture in m
* @param aperture_y vertical half-aperture in m
* @param nslice number of slices used for the application of space charge
* @param name a user defined and not necessarily unique name of the element
*/
Expand All @@ -50,12 +54,15 @@ namespace impactx
amrex::ParticleReal dx = 0,
amrex::ParticleReal dy = 0,
amrex::ParticleReal rotation_degree = 0,
amrex::ParticleReal aperture_x = 0,
amrex::ParticleReal aperture_y = 0,
int nslice = 1,
std::optional<std::string> name = std::nullopt
)
: Named(std::move(name)),
Thick(ds, nslice),
Alignment(dx, dy, rotation_degree)
Alignment(dx, dy, rotation_degree),
Aperture(aperture_x, aperture_y)
{
}

Expand All @@ -70,7 +77,7 @@ namespace impactx
* @param px particle momentum in x
* @param py particle momentum in y
* @param pt particle momentum in t
* @param idcpu particle global index (unused)
* @param idcpu particle global index
* @param refpart reference particle
*/
AMREX_GPU_HOST_DEVICE AMREX_FORCE_INLINE
Expand All @@ -81,7 +88,7 @@ namespace impactx
amrex::ParticleReal & AMREX_RESTRICT px,
amrex::ParticleReal & AMREX_RESTRICT py,
amrex::ParticleReal & AMREX_RESTRICT pt,
[[maybe_unused]] uint64_t & AMREX_RESTRICT idcpu,
uint64_t & AMREX_RESTRICT idcpu,
RefPart const & refpart
) const
{
Expand Down Expand Up @@ -121,6 +128,9 @@ namespace impactx
py = pyout;
pt = ptout;

// apply transverse aperture
apply_aperture(x, y, idcpu); //value of idcpu?

// undo shift due to alignment errors of the element
shift_out(x, y, px, py);
}
Expand Down
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