Gianmarco Mengaldo
استادیار · Computational Science and Engineering
National University of Singaporeمعرفی
Dr. Gianmarco Mengaldo is an Assistant Professor in the Department of Mechanical Engineering at the National University of Singapore (NUS), affiliated with the College of Design and Engineering. He holds an Honorary Research Fellowship at Imperial College London (UK). His academic journey includes a PhD in Aeronautical Engineering from Imperial College London and degrees from Politecnico di Milano (BSc, MSc in Aerospace Engineering).
His research integrates computational science, applied mathematics, and machine learning to address complex systems in engineering, climate science, healthcare, finance, and solid earth physics. Key focuses include data-driven pattern identification, high-fidelity multi-physics simulations, and AI-driven predictive modeling.
Recent work explores financial explainable AI, climate impact modeling with small language models, and robust ESG analysis. His methodologies span neurosymbolic AI, hybrid deep learning systems, and stochastic-chaotic modeling for extreme weather prediction.
