We present sparse identification of nonlinear dynamics with shallow recurrent decoders (SINDy-SHRED), which jointly solves the sensing, model reduction and model identification problem with simple ...

An animal’s survival hinges on its ability to integrate past information to modify future behavior. The nematode Caenorhabditis elegans adapts its behavior based on prior experiences with pathogen ...

WPI's Center for Project-Based Learning helps other institutions prepare students for a successful future. Find out about the lifelong benefits of experiential, hands-on learning through project work.

Algorithms, examples and tests for denoising, deblurring, zooming, dequantization and compressive imaging with total variation (TV) and second-order total generalized variation (TGV) regularization.

Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States The Russell H. Morgan Department of Radiology and Radiological Science,The Johns Hopkins ...

The M2 proton channel aids in the exit of mature influenza viral particles from the host plasma membrane through its ability to stabilize regions of high negative Gaussian curvature (NGC) that occur ...

Abstract: In the framework of Magnetic Resonance Imaging (MRI), conventional techniques acquire a huge quantity of raw data leads to longer scan duration and increased exposure to the magnetic field.

Model order reduction allows critical information about sensor placement and experiment design to be distilled from raw fluid mechanics simulation data. In many cases, sensed information in ...

Engineered microbiomes can hugely benefit human, plant, and animal health. However, the diversity and complexity of microbiomes hinder a full understanding, and hence, prediction, of community ...

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