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PINN-BA Workshop 2026
LUM University Giuseppe Degennaro
PINN-BA bridges applied mathematics, numerical analysis, and deep learning. We invite contributions exploring convergence, stability, error bounds, and novel architectures that rigorously address challenging differential models (PDEs, ODEs, SDEs). Theoretical Foundations, Numerical Analysis, Inverse Problems, High-Dimensional Systems, Scientific Machine Learning.
PINN-BA bridges applied mathematics, numerical analysis, and deep learning. We invite contributions exploring convergence, stability, error bounds, and novel architectures that rigorously address challenging differential models (PDEs, ODEs, SDEs). Theoretical Foundations, Numerical Analysis, Inverse Problems, High-Dimensional Systems, Scientific Machine Learning.
ORGANIZERS: Fabio V. Difonzo (LUM), Giuseppe Fanizza (LUM) e Sabrina Francesca Pellegrino (Politecnico di Bari).
Speakers
Speakers
Mariateresa Bruni
Mariateresa Bruni
Research fellow, IRSA-CNR, Italy
Salvatore Cuomo
Salvatore Cuomo
Full Professor at Universiy of Naples Federico II, Italy
Nunzio Dimola
Nunzio Dimola
PhD Student, Politechnic University of Milan, Italy
Jakub Marecek
Jakub Marecek
Tenured faculty member, Czech Technical University, Czech Republic
Giovanni Pagano
Giovanni Pagano
Assistant Professor, University of Naples Federico II, Italy
Pawel Przybylowicz
Pawel Przybylowicz
Full Professor at AGH University in Krakow, Poland
Vincenzo Schiano Di Cola
Vincenzo Schiano Di Cola
Researcher, IRSA-CNR, Italy
Carmine Valentino
Carmine Valentino
PhD Student, University of Salerno, Italy
Milo Viviani
Milo Viviani
Assistant Professor (tenure track), Scuola Normale Superiore di Pisa, Italy
Venue
Venue
LUM University Giuseppe Degennaro
LUM University Giuseppe Degennaro
S.S. 100, km 18, 70010 Casamassima (BA)
S.S. 100, km 18, 70010 Casamassima (BA)
LUM University (Libera Università Mediterranea), located near the vibrant city of Bari in Puglia, is a modern, non-state Italian university established in 1995. Known for its focus on innovation, industry integration, and a student-centric, high-tech educational approach, LUM hosts departments across Economics, Legal Studies, Medicine, and Engineering. The campus, set in Casamassima, offers a contemporary environment with state-of-the-art resources and dedicated spaces for academic exchange and scientific research.
LUM University (Libera Università Mediterranea), located near the vibrant city of Bari in Puglia, is a modern, non-state Italian university established in 1995. Known for its focus on innovation, industry integration, and a student-centric, high-tech educational approach, LUM hosts departments across Economics, Legal Studies, Medicine, and Engineering. The campus, set in Casamassima, offers a contemporary environment with state-of-the-art resources and dedicated spaces for academic exchange and scientific research.
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