$\frac{\partial u}{\partial t} = \frac{\partial^2 u}{\partial x^2}$ with $u(x,0)=\frac{e^{2x}-1}{e^{2x}+1}$. Then $\lim_{t \to \infty}u(1,t)$ equals

Case $x\in \mathbb{R}$

Here I suppose that the domain is $(x,t)\in \mathbb{R}\times \mathbb{R}^+$ and compute the solution as convolution of the initial datum $u(x,0)=\frac{e^{2x}-1}{e^{2x}+1}=\tanh(x)$ with the fundamental solution: $$ u(1,t)=\frac{1}{\sqrt{4\pi t}}\int_\mathbb{R} e^{-\frac{|y-1|^2}{4t}} \tanh(y) \,dy. $$ With the change of variable $w=\frac{y-1}{2\sqrt{t}}$ the integral becomes $$ 2\sqrt{t}\int_\mathbb{R} e^{-w^2} \underbrace{\frac{e^{4\sqrt{t}w+2}-1}{e^{4\sqrt{t}w+2}+1}}_{=:f(w,t)} \,dw. $$ Now we split the domain in $(-\infty,0)$ and $[0,\infty)$. The integrand satisfies $|f(w,t)|\leq e^{-w^2}\in L^1(\mathbb{R})$ hence we can apply the Dominate convergence theorem and get $$ \int_{-\infty}^0 e^{-w^2} \frac{e^{4\sqrt{t}w+2}-1}{e^{4\sqrt{t}w+2}+1} \,dw\to \int_{-\infty}^0 e^{-w^2}(-1) \,dw=-\frac{\pi}{2},\qquad \int_0^{+\infty} e^{-w^2} \frac{e^{4\sqrt{t}w+2}-1}{e^{4\sqrt{t}w+2}+1} \,dw\to \int_{0}^{+\infty} e^{-w^2} \,dw=\frac{\pi}{2}, \quad \text{as} \quad t \to +\infty $$ Hence we obtain $u(1,t) \to 0$ as $t\to +\infty$.

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$\lim\limits_{t\to \infty}u(1,t)=-1/2$ if $u(x,0)\equiv 0$ for $x> 0$.

The only way I got $\lim_{t\to \infty}u(1,t)=-1/2$ as answer is by using the initial condition $u(x,0)=\tanh(x)$ in $(-\infty,0)$ and defining it $u(x,0)\equiv 0$ for $x\geq 0$. Use the computation above only for $x<0$.

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Case $x\in \mathbb{R}^+$

Some computations using the domain $(0,\infty)$ with the additional boundary condition $u(0,t)=0$, which is consistent with $u(x,0)=\tanh(x)$, gives the same result since $u(x,0)$ is odd.