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Topological active matter
In active matter systems, individual constituents convert energy into non-conservative forces
or motion at the microscale, leading to morphological features and transport properties that …
or motion at the microscale, leading to morphological features and transport properties that …
Learning without neurons in physical systems
Learning is traditionally studied in biological or computational systems. The power of
learning frameworks in solving hard inverse problems provides an appealing case for the …
learning frameworks in solving hard inverse problems provides an appealing case for the …
Autonomous environment-adaptive microrobot swarm navigation enabled by deep learning-based real-time distribution planning
Navigating a large swarm of micro-/nanorobots is critical for potential targeted
delivery/therapy applications owing to the limited volume/function of a single microrobot, and …
delivery/therapy applications owing to the limited volume/function of a single microrobot, and …
Roadmap for optical tweezers
Optical tweezers are tools made of light that enable contactless pushing, trap**, and
manipulation of objects, ranging from atoms to space light sails. Since the pioneering work …
manipulation of objects, ranging from atoms to space light sails. Since the pioneering work …
Physics-informed learning of governing equations from scarce data
Harnessing data to discover the underlying governing laws or equations that describe the
behavior of complex physical systems can significantly advance our modeling, simulation …
behavior of complex physical systems can significantly advance our modeling, simulation …
Objective comparison of methods to decode anomalous diffusion
Deviations from Brownian motion leading to anomalous diffusion are found in transport
dynamics from quantum physics to life sciences. The characterization of anomalous diffusion …
dynamics from quantum physics to life sciences. The characterization of anomalous diffusion …
Autonomous 3D positional control of a magnetic microrobot using reinforcement learning
Magnetic microrobots have shown promise in the field of biomedical engineering, facilitating
precise drug delivery, non-invasive diagnosis and cell-based therapy. Current techniques …
precise drug delivery, non-invasive diagnosis and cell-based therapy. Current techniques …
Medical micro/nanorobots in complex media
Medical micro/nanorobots have received tremendous attention over the past decades owing
to their potential to be navigated into hard-to-reach tissues for a number of biomedical …
to their potential to be navigated into hard-to-reach tissues for a number of biomedical …
Heat-mediated optical manipulation
Progress in optical manipulation has stimulated remarkable advances in a wide range of
fields, including materials science, robotics, medical engineering, and nanotechnology. This …
fields, including materials science, robotics, medical engineering, and nanotechnology. This …
Simulation intelligence: Towards a new generation of scientific methods
The original" Seven Motifs" set forth a roadmap of essential methods for the field of scientific
computing, where a motif is an algorithmic method that captures a pattern of computation …
computing, where a motif is an algorithmic method that captures a pattern of computation …