Faculty
I am interested in joining the Multiscale Immune Systems Modeling (MISM) Network because its mission strongly aligns with my research in mathematical and computational modeling of complex biological systems. My current work integrates differential equations, stochastic processes, and universal differential equations (UDEs) to bridge mechanistic modeling with machine learning, particularly in studying viral dynamics and host–pathogen interactions. I aim to extend these frameworks to immune response modeling across molecular, cellular, and population scales. Joining the MISM Network will provide an ideal platform to collaborate with experts in immunology, systems biology, and data science, and to apply advanced modeling tools to problems such as immune regulation, infection latency, and control strategies. I am also deeply engaged in teaching and mentoring at the interface of mathematics and biology, and I hope to contribute to MISM’s training and outreach activities that promote cross-disciplinary education. Through this community, I seek to both share my expertise in hybrid and AI-assisted modeling approaches and learn from others’ experiences with multiscale data integration and experimental design. Participation in MISM will help me establish new collaborations, enhance the translational impact of my research, and contribute to advancing immune system modeling as a collaborative, data-driven science.