#!/usr/bin/env python """ Poincaré Sections Computes the Poincaré Sections @ Author: Moussouni, Yaël (MSc student) & Bhat, Junaid Ramzan (MSc student) @ Institution: Université de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, F-67000 Strasbourg, France @ Date: 2024-11-29 """ import numpy as np def pcs_find(pos_x, pos_y, vel_x, vel_y): """Find Poincaré sections (PCS; x = 0) @ params: - pos_x: position along the x axis - pos_y: position along the y axis - pos_x: velocity along the x axis - pos_y: velocity along the y axis @ returns: (tuple) - pcs_pos_y: position of the points in the PCS along the y axis - pcs_vel_y: velocity of the points in the PCS along the y axis """ if np.ndim(pos_x) == 1: pos_x = np.array([pos_x]) pos_y = np.array([pos_y]) vel_x = np.array([vel_x]) vel_y = np.array([vel_y]) pcs_pos_y = [] pcs_vel_y = [] for j in range(len(pos_x[0])): # for each particle i = 0 x = pos_x[:,j] y = pos_y[:,j] u = vel_x[:,j] v = vel_y[:,j] while i < len(x) - 1: if x[i] * x[i+1] < 0: y0 = y[i] \ + (y[i+1] - y[i])/(x[i+1] - x[i]) \ * (0 - x[i]) v0 = v[i] \ + (v[i+1] - v[i])/(x[i+1] - x[i])\ * (0 - x[i]) pcs_pos_y.append(y0) pcs_vel_y.append(v0) i += 1 return pcs_pos_y, pcs_vel_y def pcs_find_legacy(pos_x, pos_y, vel_x, vel_y): """DEPRECIATED - DO NOT USE Depreciated legacy function that should not be used """ if np.ndim(pos_x) == 1: pos_x = np.array([pos_x]) pos_y = np.array([pos_y]) vel_x = np.array([vel_x]) vel_y = np.array([vel_y]) pcs_pos_y = [] pcs_vel_y = [] for j in range(len(pos_x)): # for each particle i = 0 x = pos_x[j] y = pos_y[j] u = vel_x[j] v = vel_y[j] while i < len(x) - 1: if x[i] * x[i+1] < 0: y0 = y[i] \ + (y[i+1] - y[i])/(x[i+1] - x[i]) \ * (0 - x[i]) v0 = v[i] \ + (v[i+1] - v[i])/(x[i+1] - x[i])\ * (0 - x[i]) pcs_pos_y.append(y0) pcs_vel_y.append(v0) i += 1 return pcs_pos_y, pcs_vel_y