Let be a polynomial mappping from to with . We study the De Rham cohomology of its fibres and its relative cohomology groups, by introducing a special fibre “at infinity” and its cohomology. Let us fix a weighted homogeneous degree on with strictly positive weights. The fibre at infinity is the zero set of the leading terms of the coordinate functions of . We introduce the cohomology groups of at infinity. These groups enable us to compute all the other cohomology groups of . For instance, if the fibre at infinity has an isolated singularity at the origin, we prove that every weighted homogeneous basis of is a basis of all the groups and also a basis a the relative cohomology group of . Moreover the dimension of is given by a global Milnor number of , which only depends on the leading terms of the coordinate functions of .

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