Biological Modeling and Signal Processing
Credit: Peter Allen
  1. research

Biological Modeling & Signal Processing research topics include: neuroengineering to map and modify neural signaling; quantitative mechanobiology to reveal how physical forces and changes in the mechanics of cells and their environment drives cell signaling and responses; biological dynamics to describe and understand time varying biological systems; and the development of enabling methods such as quantitative image processing, machine learning and signal processing algorithms.

Affiliated Researchers

Michael Beyeler

Assistant Professor, Computer Science and Psychological and Brain Sciences
What does the world look like with a bionic eye?
Computational, Synthetic & Systems Biology
Biological Modeling & Signal Processing

Siddharth Dey

Assistant Professor of Biological Engineering and of Chemical Engineering
The goal of our lab is to develop novel single-cell sequencing technologies to understand how variability in the epigenome regulates gene expression heterogeneity and cell fate decisions.
Computational, Synthetic & Systems Biology
Cell, Tissue & Device Mechanics and Engineering
Biological Modeling & Signal Processing

Zvonimir Dogic

Professor, Physics
Research interests of our group are primarily experimental, and span both equilibrium and non-equilibrium phenomena.
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology

Matthieu Louis

Assistant Professor
Molecular, Cell and Developmental Biology
Combining theory and experimentation to understand how navigational decisions come about in terms of neural-circuit computation.
Computational, Synthetic & Systems Biology
Biological Modeling & Signal Processing

Cristina Marchetti

Professor
Physics
Active systems are assemblies of interacting entities that individually consume energy to generate motion and forces and collectively exhibit organized behaviors on scales much larger than that of the individuals.
Biological Modeling & Signal Processing

Arnab Mukherjee

Assistant Professor of Biological Engineering and Chemical Engineering
Our research focuses on engineering genetic reporters for imaging what we think of as the "dark matter" of biology - living systems that cannot be readily imaged using existing reporter gene techniques.
Computational, Synthetic & Systems Biology
Biological Modeling & Signal Processing

Michelle O'Malley

Associate Director, Biological Engineering
Professor of Biological Engineering and of Chemical Engineering
Genetic engineering and synthetic biology of non-model microorganisms.
Computational, Synthetic & Systems Biology
Biological Modeling & Signal Processing

Linda Petzold

Mehrabian Distinguished Professor
Computer Science
Mechanical Engineering
Modeling, simulation and data analytics of multiscale systems in biology and medicine.
Computational, Synthetic & Systems Biology
Biological Modeling & Signal Processing

Kevin Plaxco

Professor of Biological Engineering, and of Chemistry & Biochemistry, and Biomolecular Science and Engineering
In-vivo molecular measurements, anyone?
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology
Cell, Tissue & Device Mechanics and Engineering

Beth L. Pruitt

Director, Biological Engineering
Professor of Biological Engineering, and of Mechanical Engineering and Biomolecular Science and Engineering
Director, NSF Research Training Program in Data Driven Biology
Director, NIH T32 Training Program in Quantitative Mechanobiology
The Pruitt Lab studies how mechanics mediates biological signaling using microtechnologies for cellular mechanobiology and mechanical measurements.
Cell, Tissue & Device Mechanics and Engineering
Biological Modeling & Signal Processing

Omar Saleh

Professor
Materials
Saleh's research is focused on the molecular physics underlying biological systems, with particular experience in nucleic acids, protein/DNA interactions, biomolecular elasticity, and self-assembled biomolecular systems.
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology

Spencer Smith

Associate Professor, of Biological Engineering and of Electrical & Computer Engineering
Director, Dynamical Neuroscience Program
Co-Director, Brain Initiative
We're generally interested in how the brain works, at the level of neurons and synapses.
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology

Ryan Stowers

Assistant Professor of Biological Engineering and of Mechanical Engineering
Engineering biomaterials to probe questions in mechanobiology.
Cell, Tissue & Device Mechanics and Engineering
Biological Modeling & Signal Processing

Sebastian Streichan

Assistant Professor of Biological Engineering and of Physics and of Biomolecular Science and Engineering
We use ideas and concepts from physics, computer science, and mathematics to ask how embryos get in shape, and how organs function.
Computational, Synthetic & Systems Biology
Cell, Tissue & Device Mechanics and Engineering

Luke Theogarajan

Associate Professor
Electrical & Computer Engineering
Theogarajan is interested in the marriage between materials, electronics and micro/nanofabrication as a means of developing new devices and tools for medical applications.
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology

Matthieu Louis

Assistant Professor
Molecular, Cell and Developmental Biology
Combining theory and experimentation to understand how navigational decisions come about in terms of neural-circuit computation.
Computational, Synthetic & Systems Biology
Biological Modeling & Signal Processing

Yon Visell

Associate Professor Professor of Biological Engineering, and of Electrical and Computer Engineering
Media Arts and Technology Graduate Program
Mechanical Engineering
Haptics, Robotics, Tactile Sensing, Soft Electronics, Soft Robotics, Bioinspired Systems, Computational Acoustics
Biological Modeling & Signal Processing
Cell, Tissue & Device Mechanics and Engineering

Max Wilson

Assistant Professor of Biological Engineering, and of Molecular, Cellular, and Developmental Biology
We use photo-switchable proteins from plants to understand and control complex cellular behaviors.
Cell, Tissue & Device Mechanics and Engineering
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology

Enoch Yeung

Assistant Professor
Mechanical Engineering
How does life perform computation?
Biological Modeling & Signal Processing
Computational, Synthetic & Systems Biology