Filippo Aglietti

Thesis title

Data-Efficient Surrogate Modeling of Diesel Engine Emissions via Prior-Informed Machine Learning Model

Tutors

• Federico Millo
• Andrea Piano
• Francesco Della Santa

• Aglietti, Filippo; Della Santa, Francesco; Piano, Andrea; Aglietti, Virginia (2026)
  Gradient-informed neural networks: Embedding prior beliefs for learning in low-data scenarios. In: NEURAL NETWORKS, vol. 199, pp. 1-18. ISSN 0893-6080
  Contributo su Rivista
• Aglietti, Filippo; Piano, Andrea; Della Santa, Francesco; Capra, Andrea; Centini, Maria ... (2026)
  A novel prior-informed machine learning model for diesel engine emission estimation. In: FUEL, vol. 407, pp. 1-10. ISSN 0016-2361
  Contributo su Rivista