While trying to solve a challenging system of dual integral equations resulting from a mixed boundary value problem arising in a fluid mechanical problem, the four following non-trivial convergent improper integrals emerge: \begin{align} I_1 (r,t) &= \int_0^\infty \lambda^{\frac{1}{2}} e^{-\lambda} J_1 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda \, , \\ I_2 (r,t) &= \int_0^\infty \lambda^{\frac{1}{2}} e^{-\lambda} J_0 (\lambda r) J_{\frac{3}{2}} (\lambda t) \, \mathrm{d} \lambda\, , \\ I_3 (r,t) &= \int_0^\infty \left( \lambda^{\frac{1}{2}}-\lambda^{-\frac{1}{2}} \right) e^{-\lambda} J_1 (\lambda r) J_{\frac{3}{2}} (\lambda t) \, \mathrm{d}\lambda \, , \\ I_4 (r,t) &= \int_0^\infty \left( \lambda^{\frac{1}{2}}+\lambda^{-\frac{1}{2}} \right) e^{-\lambda} J_0 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda \, , \end{align} wherein $t$ and $r$ are positive real numbers. It can be checked that, thanks to the exponential function, these integrals are convergent.
If the integrands do not contain the exponential function, then the evaluation of these integrals is easy and straightforward.
Is there probably a way to evaluate these integrals analytically even as infinite convergent series functions? Any help or hint is highly appreciated!

Laplace transform can be used to evaluate these integrals. We have the Laplace transforms \begin{align} &\mathcal{L}\left[J_0(x)\right](p)=\frac{1}{\sqrt{1+p^2}};\quad \mathcal{L}\left[J_1(x)\right](p)=1-\frac{p}{\sqrt{1+p^2}}\\ &\mathcal{L}\left[J_2(x)\right](p)=\frac{1}{\sqrt{1+p^2}\left( p+\sqrt{1+p^2} \right)^2};\quad\mathcal{L}\left[J_3(x)\right](p)=\frac{1}{\sqrt{1+p^2}\left( p+\sqrt{1+p^2} \right)^3} \end{align} the recurrence relations \begin{equation} J_{3/2}(z)=\frac{1}{z}J_{1/2}(z)-J_{-1/2}(z);\quad \frac{1}{\lambda}J_1\left( \lambda r \right)=\frac{r}{2}\left[J_0\left( \lambda r \right)+J_2\left( \lambda r \right)\right] \end{equation} and the properties \begin{equation} J_{1/2}(\lambda t) = \sqrt{\frac{2}{\pi \lambda t}} \sin{(\lambda t)};\quad J_{-1/2}(\lambda t) = \sqrt{\frac{2}{\pi \lambda t}} \cos{(\lambda t)} \end{equation}
Then, for $I_1$, \begin{align} I_1 (r,t) &= \int_0^\infty \lambda^{\frac{1}{2}} e^{-\lambda} J_1 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda \\ &=\sqrt{\frac{2}{\pi t}}\int_0^\infty e^{-\lambda} J_1 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda \\ &=\sqrt{\frac{2}{\pi t}}\Im\left[\frac{1}{r}\int_0^\infty e^{-\frac{x}{r}\left( 1-it \right)} J_1 (x) \, \mathrm{d}x \right]\\ &=\sqrt{\frac{2}{\pi t}}\frac{1}{r}\Im\left[\frac{1+it}{\sqrt{r^2+(1+it)^2}}\right] \end{align} which is the @RonGordon result.
The integral $I_4$ can be obtained in the same way, by using an integral representation for $\lambda^{-1}\sin\lambda t$, we find \begin{align} I_4 (r,t) &= \int_0^\infty \left( \lambda^{\frac{1}{2}}+\lambda^{-\frac{1}{2}} \right) e^{-\lambda} J_0 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda \\ &=\sqrt{\frac{2}{\pi t}}\int_0^\infty \left( 1+\frac{1}{\lambda} \right)e^{-\lambda} J_0 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda \\ &=\sqrt{\frac{2}{\pi t}}\left[\int_0^\infty e^{-\lambda} J_0 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda+ \int_0^\infty \frac{e^{-\lambda}}{\lambda} J_0 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda \right]\\ &=\sqrt{\frac{2}{\pi t}}\left[\int_0^\infty e^{-\lambda} J_0 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda+\int_0^t\,d\tau\int_0^\infty e^{-\lambda} J_0 (\lambda r)\cos{(\lambda \tau)} \, \mathrm{d}\lambda\right]\\ &=\sqrt{\frac{2}{\pi t}}\left[\Im\left[\frac{1}{\sqrt{r^2+(1-it)^2}}\right]+\int_0^t\,d\tau\Re\left[\frac{1}{\sqrt{r^2+(1-i\tau)^2}}\right]\right]\\ &=\sqrt{\frac{2}{\pi t}}\left[\Im\left[\frac{1}{\sqrt{r^2+(1-it)^2}}\right]+\Re\left[\arcsin\left( \frac{t+i}{r} \right)\right]\right] \end{align} The real part of $\arcsin$ can be explicitly expressed (see here, for example).
For the other two integrals, we use the recurrence relation on $J_{3/2}$.
$I_2$ can be expressed as \begin{align} I_2 (r,t) &= \int_0^\infty \lambda^{\frac{1}{2}} e^{-\lambda} J_0 (\lambda r) J_{\frac{3}{2}} (\lambda t) \, \mathrm{d} \lambda\\ &=\frac{1}{t}\int_0^\infty \lambda^{-\frac{1}{2}} e^{-\lambda} J_0 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d} \lambda- \int_0^\infty \lambda^{\frac{1}{2}} e^{-\lambda} J_0 (\lambda r) J_{-\frac{1}{2}} (\lambda t) \, \mathrm{d} \lambda \end{align} Noticing that the first integral was calculated while evaluating $I_4$ and that
\begin{equation} J_{-1/2}(\lambda t) = \sqrt{\frac{2}{\pi \lambda t}} \cos{(\lambda t)} \end{equation} we have directly \begin{equation} I_2=\sqrt{\frac{2}{\pi t^3}}\Re\left[\arcsin\left( \frac{t+i}{r} \right)\right]-\sqrt{\frac{2}{\pi t}}\Re\left[\frac{1}{\sqrt{r^2+(1-it)^2}}\right] \end{equation}
For $I_3$, \begin{align} I_3 (r,t) &= \int_0^\infty \left( \lambda^{\frac{1}{2}}-\lambda^{-\frac{1}{2}} \right)e^{-\lambda} J_1 (\lambda r) J_{\frac{3}{2}} (\lambda t) \, \mathrm{d}\lambda \\ &=\frac{1}{t}\int_0^\infty \lambda^{-\frac{1}{2}}e^{-\lambda} J_1 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda+ \int_0^\infty \lambda^{-\frac{1}{2}}e^{-\lambda} J_1 (\lambda r) J_{-\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda\\ &-\int_0^\infty \lambda^{\frac{1}{2}}e^{-\lambda} J_1 (\lambda r) J_{-\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda -\frac{1}{t}\int_0^\infty \lambda^{-\frac{3}{2}}e^{-\lambda} J_1 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda\\ &=I_{3,1}+I_{3,2}-I_{3,3}-I_{3,4} \end{align} The first integral, \begin{align} I_{3,1}&=\frac{1}{t}\int_0^\infty \lambda^{-\frac{1}{2}}e^{-\lambda} J_1 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda\\ &=\sqrt{\frac{2}{\pi t^3}}\int_0^\infty \frac{e^{-\lambda}}{\lambda} J_1 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda \\ &=\sqrt{\frac{2}{\pi t^3}}\int_0^t\,d\tau\int_0^\infty e^{-\lambda} J_1 (\lambda r)\cos{(\lambda t)} \, \mathrm{d}\lambda\\ &=\sqrt{\frac{2}{\pi t^3}}\frac{1}{r}\int_0^t\,d\tau\Re\left[1-\frac{1-i\tau}{\sqrt{r^2+(1-i\tau)^2}} \right]\\ &=\sqrt{\frac{2}{\pi r^2t^3}}\left[t+\Im\left[\sqrt{r^2+(1-i\tau)^2}\right]\right] \end{align} The second one, \begin{align} I_{3,2}&=\int_0^\infty \lambda^{-\frac{1}{2}}e^{-\lambda} J_1 (\lambda r) J_{-\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda\\ &=\sqrt{\frac{2}{\pi t}}\int_0^\infty \frac{e^{-\lambda}}{\lambda} J_1 (\lambda r)\cos{(\lambda t)} \, \mathrm{d}\lambda \\ &=\sqrt{\frac{r^2}{2\pi t}}\left[\int_0^\infty e^{-\lambda} J_0 (\lambda r)\cos{(\lambda t)} \, \mathrm{d}\lambda +\int_0^\infty e^{-\lambda} J_2 (\lambda r)\cos{(\lambda t)} \, \mathrm{d}\lambda\right]\\ &=\sqrt{\frac{r^2}{2\pi t}}\Re\left[ \frac{1}{\sqrt{r^2+(1-it)^2}}+ \frac{r^2}{\sqrt{r^2+(1-it)^2}\left( 1-it+\sqrt{r^2+(1-it)^2} \right)^2} \right] \end{align}
The third one can be deduced from the calculation of $I_1$, by taking the real part: \begin{equation} I_{3,3}=\sqrt{\frac{2}{\pi t r^2}}\Re\left[1-\frac{1-it}{\sqrt{r^2+(1-it)^2}}\right] \end{equation} The fourth one is slightly more complicated: \begin{align} I_{3,4}&=\frac{1}{t}\int_0^\infty \lambda^{-\frac{3}{2}}e^{-\lambda} J_1 (\lambda r) J_{\frac{1}{2}} (\lambda t) \, \mathrm{d}\lambda\\ &=\sqrt{\frac{2}{\pi t^3}}\int_0^\infty \frac{e^{-\lambda}}{\lambda^2} J_1 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda\\ %&=\sqrt{\frac{2}{\pi t^3}}\int_0^t\,d\tau\int_0^\infty \frac{e^{-\lambda}}{\lambda} J_1 (\lambda r)\cos{(\lambda \tau)} \, \mathrm{d}\lambda\\ &=\sqrt{\frac{r^2}{2\pi t^3}}\left[ \int_0^\infty \frac{e^{-\lambda}}{\lambda}J_0 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda +\int_0^\infty \frac{e^{-\lambda}}{\lambda}J_2 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda\right]\\ &=\sqrt{\frac{r^2}{2\pi t^3}}\left[\int_0^t\,d\tau \int_0^\infty e^{-\lambda}J_0 (\lambda r)\cos{(\lambda \tau)} \, \mathrm{d}\lambda +\frac{r}{4}\int_0^\infty e^{-\lambda}J_1 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda +\frac{r}{4}\int_0^\infty e^{-\lambda}J_3 (\lambda r)\sin{(\lambda t)} \, \mathrm{d}\lambda\right]\\ &=\sqrt{\frac{r^2}{2\pi t^3}}\left[ \int_0^t\,d\tau \Re\left[\frac{1}{\sqrt{r^2+(1-i\tau)^2}}\right] +\frac{1}{4}\Im\left[1-\frac{1-it}{\sqrt{r^2+(1-it)^2}}\right] +\frac{r}{4}\Im\left[\frac{r^3}{\sqrt{r^2+(1-it)^2}\left( 1-it+\sqrt{r^2+(1-it)^2} \right)^3}\right] \right] \end{align} it comes \begin{align} I_{3,4}&=\sqrt{\frac{r^2}{2\pi t^3}}\left[ \Re\left[\arcsin\left( \frac{t+i}{r} \right)\right] -\frac{1}{4}\Im\left[\frac{1-it}{\sqrt{r^2+(1-it)^2}}\right] +\frac{r^4}{4}\Im\left[\frac{1}{\sqrt{r^2+(1-it)^2}\left( 1-it+\sqrt{r^2+(1-it)^2} \right)^3}\right] \right] \end{align} These expression seem to be numerically correct.