About CEMAT

CEMAT (Center for Computational and Stochastic Mathematics) is a Research Unit of Instituto Superior Técnico, Universidade de Lisboa (IST-UL), hosted by the Department of Mathematics. CEMAT was founded in 1996 with the original name of Center for Applied Mathematics, and later named Center for Mathematics and its Applications.  The Center is funded by FCT (Fundação para a Ciência e a Tecnologia), Project UID/Multi/04621/2020 and is a member of CIM (International Mathematics Center). Presently, it has 38 PhD Members from several institutions, 9 PhD Students and 41 Collaborators.

Research Areas


News

26
Nov
2025

The fractional nonlinear Schrödinger equation. Modelling, theory and numerical approximation

In this talk several issues of the fractional nonlinear Schrödinger equation are analysed. Some properties of the equation enable the use of Concentration-Compactness theory to prove the existence of solitary wave solutions with algebraic decay. Then a numerical approa...
19
Nov
2025

Can a set of strong learners create a single stronger learner?

Since the coined question in 1986 “Can a set of weak learners create a single strong learner?”, ensemble learning has been focused on merging simple machine learning methods in order to increase predictive performance. Characteristics such as stability and diversity...
21
May
2025

Systems Learning of Single Cells

Cells make fate decisions in response to dynamic environments, and multicellular structures emerge from multiscale interplays among cells and genes in space and time. The recent single-cell genomics technology provides an unprecedented opportunity to profile cells for a...

Members of the Board

Manuel Scotto (President)  |  Carlota Rebelo Gonçalves (Coordinator of the Scientific Council)

Members of the Executive Committee

Manuel Scotto (President)  |   Carlota Rebelo  |   Conceição Amado  |  Ana Leonor Silvestre (Vice-President)

Members of the International Advisory Board

Alfio Quarteroni (Chair)  |  Ivan Graham  |  Jean-Éric Pin  |  Peter Rousseeuw