from pathlib import Path import numpy as np import matplotlib matplotlib.use("Agg") import matplotlib.pyplot as plt plt.rcParams.update({"font.size":12,"font.family":"DejaVu Sans","figure.facecolor":"white","axes.facecolor":"white","savefig.facecolor":"white"}) def segment(ax,a,b,label="",arrow=False,anti=False,dashed=False,offset=(0,.13)): a,b=np.array(a,dtype=float),np.array(b,dtype=float) ax.plot([a[0],b[0]],[a[1],b[1]],color="#174c75",lw=2,ls="--" if dashed else "-") if arrow: p,q=a+.40*(b-a),a+.60*(b-a) if anti:p,q=q,p ax.annotate("",xy=q,xytext=p,arrowprops=dict(arrowstyle="-|>",lw=1.4,color="#174c75",mutation_scale=12)) if label:ax.text(*((a+b)/2+offset),label,ha="center",va="bottom",fontsize=13) def wavy(ax,a,b,label=""): a,b=np.array(a,dtype=float),np.array(b,dtype=float);d=b-a;n=np.array([-d[1],d[0]])/np.linalg.norm(d) t=np.linspace(0,1,300);v=a[:,None]+d[:,None]*t+.045*n[:,None]*np.sin(16*np.pi*t) ax.plot(v[0],v[1],color="#b35b15",lw=1.8) if label:ax.text(*((a+b)/2+[0,.18]),label,ha="center",fontsize=13) from matplotlib.patches import Circle fig,(ax,bx)=plt.subplots(1,2,figsize=(11.8,4.7),layout="constrained",width_ratios=[1.15,1]) xs=[0,2.5,5] for x,name in zip(xs,["empty","A occupied","B occupied"]): ax.add_patch(Circle((x,0),.64,fc="#e8f0f7",ec="#174c75",lw=2));ax.text(x,0,name.replace(" ","\n"),ha="center",va="center",fontsize=12) for a,b,forward,backward in [(0,2.5,r"$f_1$",r"$f_4$"),(2.5,5,r"$f_2$",r"$f_3$")]: ax.annotate("",xy=(b-.65,.18),xytext=(a+.65,.18),arrowprops=dict(arrowstyle="-|>",lw=1.7,color="#174c75",connectionstyle="arc3,rad=-.35")) ax.annotate("",xy=(a+.65,-.18),xytext=(b-.65,-.18),arrowprops=dict(arrowstyle="-|>",lw=1.7,color="#b35b15",connectionstyle="arc3,rad=-.35")) ax.text((a+b)/2,.65,forward,ha="center",fontsize=14);ax.text((a+b)/2,-.85,backward,ha="center",fontsize=14) ax.text(2.5,-1.48,"One charge at most.\nForward traffic can be nonzero while net current vanishes.",ha="center",fontsize=11) ax.set(xlim=(-.8,5.8),ylim=(-2,1.5));ax.axis("off");ax.set_title("State-space graph",fontsize=14) t=np.linspace(0,6,350);p=1/3-.5*np.exp(-t)+np.exp(-3*t)/6 bx.plot(t,p,color="#174c75",lw=2,label=r"$p_B(t)$") bx.axhline(1/3,color="#b35b15",ls="--",label=r"stationary $1/3$") bx.set(xlabel=r"$ft$ (all rates equal)",ylabel="Probability",ylim=(-.01,.37),title="Two jumps are needed to reach B") bx.legend(frameon=False,loc="lower right");bx.grid(alpha=.2) fig.suptitle("Single-contact molecule: jump topology and relaxation",fontsize=16) fig.savefig(Path.cwd()/Path(__file__).with_suffix(".png").name,dpi=135,transparent=False)