Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests include medical devices and machine learning. I am currently working on my senior thesis with the lab. Specifically I am developing a glucose prediction and advisory system that operates on patients’ mobile devices. Education S.B. in Biongineering, Harvard College, […]
Postdoctoral FellowJohn A. Paulson School of Engineering and Applied SciencesHarvard University Research Fault diagnosis, robust filtering, model predictive control, machine learning, stochastic networked systems, biomedical systems Education Ph.D., Tsinghua University, 2019 B.S., Northeastern University, 2013 Contact Email: zhangjunfeng (at) g (dot) harvard (dot) edu
PhD Student, Computer Science John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests lie in the intersection of machine learning and healthcare, specifically in the development of medical decision and diagnostic tools for chronic diseases. My current research involves developing and evaluating a decision support system for multi-daily insulin injections […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests lie at the intersection of Computer Science,Biology and Mathematics. I am currently working on incorporating an insulin feedback model in the controller of an artificial pancreas simulator. I have previously worked on the comprehensive benchmarking of structural variant callers and […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My research interests lie in the field of numerical data analysis and modeling in systems biology. I have previously worked on modeling the effect of intracellular signaling mechanisms on the population dynamics behavior in the context of paradoxical signaling. I […]
Undergraduate Researcher Harvard John A. Paulson School of Engineering and Applied Sciences Research My broad research interest lies in the field of Bioinformatics. I am also enthusiastic about the application of machine learning techniques to various types of biological data. I have previously worked on Three Finger Toxins, with an aim to identify key […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests are in the general areas of systems biology and mathematical modeling of physiological networks. My current research involves the identification of reliable molecular biomarkers to aid in the diagnosis of post-traumatic stress disorder (PTSD). I previously […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests include the design of control and estimation systems for medical and assistive devices. My current research involves the development of control algorithms and system integration to enhance automated insulin delivery in an artificial pancreas for Type 1 diabetics. Previously, […]
Postdoctoral Fellow John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research interests are strongly interdisciplinary and include the areas of modeling, system identification, machine learning and control design for dynamical systems with applications to the artificial pancreas. For a broader overview of my current and past activities have a […]
PhD Candidate, Applied Mathematics John A. Paulson School of Engineering and Applied Sciences Harvard University Research My research focuses on the use of different mathematical techniques, including both continuous differential equation based models and more discrete machine learning techniques, to explore biological systems, including those involved in the development of circadian rhythms and post traumatic stress […]
Developing control systems for medical applications poses significant challenges, some of which are unique to this field. Physiological systems involve a multitude of interacting subsystems and networks, with multiple feedforward and feedback loops. The dynamics vary both between different individuals, and within the same individual over time. Measurement and estimation of both inter- and intra-patient […]
The success of the human genome project has ushered in a new era that emphasizes a systemic or integrated approach to ascertain the cellular behavior arising from complex cellular networks. Scientists are now embarking on a quest to elucidate the organization and control of cellular networks that underlie the phenotypic behavior of a cell; these […]
Sansum Diabetes Research Institute
Our experimental collaborators, a research center devoted to the prevention, treatment and cure of diabetes http://www.sansum.org/
Developing control systems for medical applications poses significant challenges, some of which are unique to this field. Physiological systems involve a multitude of interacting subsystems and networks, with multiple feedforward and feedback loops. The dynamics vary both between different individuals, and within the same individual over time. Measurement and estimation of both inter- and intra-patient […]
The success of the human genome project has ushered in a new era that emphasizes a systemic or integrated approach to ascertain the cellular behavior arising from complex cellular networks. Scientists are now embarking on a quest to elucidate the organization and control of cellular networks that underlie the phenotypic behavior of a cell; these […]
