Numerical and Data-Driven Modeling for Scientific Computing and Advanced Applications

Organisation/Company Libera Università di Bolzano Research Field Mathematics Researcher Profile Recognised Researcher (R2) Leading Researcher (R4) First Stage Researcher (R1) Established Researcher (R3) Country Italy Application Deadline 3 May 2025 - 12:00 (UTC) Type of Contract Other Job Status Other Offer Starting Date 1 Jan 1970 Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No

Offer Description

Development of numerical methods and software for high-performance scientific computing, integrating traditional physics-based approaches with data-driven methodologies, including machine learning, deep learning, data mining, neural networks, and artificial intelligence. The position emphasizes iterative methods for solving large-scale linear systems and the numerical solution of nonlinear and differential equations, with a focus on advanced discretization techniques, including fractional differential equations. Hybrid approaches, such as physics-informed machine learning, are also a key area of focus.