معرفی
Xian Du is an Adjunct Assistant Professor at the Manning College of Information and Computer Sciences, University of Massachusetts Amherst. Their research focuses on interdisciplinary areas including flexible electronics, biomedical imaging, control systems, and machine learning applications in healthcare and manufacturing.
Key research interests include developing materials and fabrication techniques for harsh environment electronics, advancing optical coherence tomography (OCT) for medical diagnostics, and creating control algorithms for precision systems. They also specialize in machine learning for image super-resolution, sensor integration, and predictive maintenance in industrial processes.
Recent publications highlight innovations in 3D-printed drug delivery systems for visually impaired patients, real-time probe localization algorithms, and encapsulation methods for flexible electronics. Their work bridges theoretical advancements with practical applications in personalized healthcare technology and industrial automation.
Notable contributions include hardware-aware neural networks for image processing, model predictive control for roll-to-roll manufacturing, and bioinspired nanosensors for cellular studies. Ongoing research emphasizes cross-disciplinary solutions at the intersection of materials science, AI, and biomedical engineering.
