My research field is Computational Fluid Dynamics (CFD) with a broad understanding of transportation systems. My expertise lies in leveraging modelling and simulation techniques to drive innovation in sustainable mobility and energy efficiency.
As a PhD candidate at Politecnico di Torino, I focus on energy engineering and CFD, working under the guidance of professor Alessandro Ferrari. My journey in this field is driven by an insatiable curiosity and a profound fascination with the foundational aspects of fluid dynamics.
Expertise in CFD
My work in CFD has been focusing particularly in modeling low-carbon fuel heavy duty internal combustion engines. I’ve employed CONVERGE CFD for 3D RANS simulations, integrating advanced models to capture complex turbulence-chemistry interactions. This experience has honed my skills in:
- Advanced CFD modeling
- Turbulence model development
- Boundary condition optimization
- High-performance computing
Bridging CFD with Transportation Systems
During my PhD, I transitioned from addressing broad transportation challenges to focusing on engine CFD, always with a keen eye on enhancing energy efficiency and sustainability in logistics. My projects have spanned the design of next-generation freight trains to electric yard tractors, each driven by the goal of reducing environmental impact.
My education and experience have taught me the importance of a multidisciplinary approach. I firmly believe that diversity of perspectives, including gender diversity, is fundamental in addressing complex challenges in engineering and sustainability.
Future Directions: AI and ML in CFD
Looking ahead, I am excited by the transformative potential of artificial intelligence and machine learning in CFD. These technologies promise to revolutionize our approach to fluid dynamics simulations, offering unprecedented insights and efficiencies. I am actively pursuing opportunities to deepen my knowledge in this area, applying AI/ML techniques to CFD problems while remaining grounded in the underlying physics building reliable models.
Beyond the Lab
When I’m not surrounded by computational models, you’ll find me exploring the outdoors through diverse sports from hiking to scuba diving, I love exploring nature in all its forms. I’m also an amateur photographer, always in search of urban and natural landscapes that can inspire not only my soul but also my approach to scientific work. These activities help me maintain a balanced perspective and often provide unexpected insights for my research.
I’m always eager to collaborate on stimulating projects that push the boundaries of CFD and its applications in sustainable technologies. If you’re interested in discussing potential collaborations or simply want to exchange ideas about the latest developments in CFD, don’t hesitate to contact me! I strongly believe in the power of collaboration and the exchange of ideas to advance our understanding and capabilities in this fascinating field.