Résumé : The MaCKiE-2002 conference discussed scientific problems that arise in applied chemistry, and the for which advanced mathematical methods are known or are still under development. In this introduction to the special issue dedicated to the conference, we discuss its background and give an overview of the contributions that were selected for publication. © 2003 Elsevier Ltd. All rights reserved.