Solving an Inverse Heat Conduction Problem by a 'Method of Lines' Lars Eld\'en Department of Mathematics, Link\"oping University S-581 83 Link\"oping Sweden ABSTRACT We consider a Cauchy problem for the heat equation in the quarter plane, where data are given at $x=1$ and a solution is sought in the interval $0 < x < 1$. This {\sl inverse heat conduction problem} is a model of a situation, where one wants to determine the surface temperature, given measurements inside a heat-conducting body. The problem is ill--posed in the sense that the solution (if it exists) does not depend continuously on the data. In an earlier paper we showed that replacement of the time derivative by a difference stabilizes the problem. In this paper we investigate the use of time differencing combined with a 'method of lines' for solving numerically the initial value problem in the space variable. We discuss the numerical stability of this procedure, and show that in most cases a usual explicit (e.g. Runge-Kutta) method, can be used efficiently and stably. Numerical examples are given. The approach of this paper is proposed as an alternative way of implementing space-marching methods for the sideways heat equation.