Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Kavli Affiliate: Daniel Needleman | First 5 Authors: Won-Dong Jang, Donglai Wei, Xingxuan Zhang, Brian Leahy, Helen Yang | Summary: Blastomere instance segmentation is important for analyzing embryos’ abnormality. To measure the accurate shapes and sizes of blastomeres, their amodal segmentation is necessary. Amodal instance segmentation aims to recover the complete silhouette of an object […]


Continue.. Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Kavli Affiliate: Daniel Needleman | First 5 Authors: Won-Dong Jang, Donglai Wei, Xingxuan Zhang, Brian Leahy, Helen Yang | Summary: Blastomere instance segmentation is important for analyzing embryos’ abnormality. To measure the accurate shapes and sizes of blastomeres, their amodal segmentation is necessary. Amodal instance segmentation aims to recover the complete silhouette of an object […]


Continue.. Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Kavli Affiliate: Daniel Needleman | First 5 Authors: Won-Dong Jang, Donglai Wei, Xingxuan Zhang, Brian Leahy, Helen Yang | Summary: Blastomere instance segmentation is important for analyzing embryos’ abnormality. To measure the accurate shapes and sizes of blastomeres, their amodal segmentation is necessary. Amodal instance segmentation aims to recover the complete silhouette of an object […]


Continue.. Learning Vector Quantized Shape Code for Amodal Blastomere Instance Segmentation

Nondestructive Prediction of the Buckling Load of Imperfect Shells

Kavli Affiliate: Shmuel M. Rubinstein | First 5 Authors: Anais Abramian, Emmanuel Virot, Emilio Lozano, Shmuel M. Rubinstein, Tobias M. Schneider | Summary: From soda cans to space rockets, thin-walled cylindrical shells are abundant, offering exceptional load carrying capacity at relatively low weight. However, the actual load at which any shell buckles and collapses is […]


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Self-assembling kinetics: Accessing a new design space via differentiable statistical-physics models

Kavli Affiliate: Michael Brenner | First 5 Authors: Carl P. Goodrich, Ella M. King, Samuel S. Schoenholz, Ekin D. Cubuk, Michael Brenner | Summary: The inverse problem of designing component interactions to target emergent structure is fundamental to numerous applications in biotechnology, materials science, and statistical physics. Equally important is the inverse problem of designing […]


Continue.. Self-assembling kinetics: Accessing a new design space via differentiable statistical-physics models

A design framework for actively crosslinked filament networks

Kavli Affiliate: Daniel J. Needleman | First 5 Authors: Sebastian Fürthauer, Daniel J Needleman, Michael J. Shelley, , | Summary: Living matter moves, deforms, and organizes itself. In cells this is made possible by networks of polymer filaments and crosslinking molecules that connect filaments to each other and that act as motors to do mechanical […]


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Programming nonreciprocity and reversibility in multistable mechanical metamaterials

Kavli Affiliate: Katia Bertoldi | First 5 Authors: Gabriele Librandi, Eleonora Tubaldi, Katia Bertoldi, , | Summary: Nonreciprocity can be passively achieved by harnessing material nonlinearities. In particular, networks of nonlinear bistable elements with asymmetric energy landscapes have recently been shown to support unidirectional transition waves. However, in these systems energy can be transferred only […]


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Designing angle-independent structural colors using Monte Carlo simulations of multiple scattering

Kavli Affiliate: Vinothan N. Manoharan | First 5 Authors: Victoria Hwang, Anna B. Stephenson, Solomon Barkley, Soeren Brandt, Ming Xiao | Summary: Disordered nanostructures with correlations on the scale of visible wavelengths can show angle-independent structural colors. These materials could replace dyes in some applications because the color is tunable and resists photobleaching. However, designing […]


Continue.. Designing angle-independent structural colors using Monte Carlo simulations of multiple scattering

Designing angle-independent structural colors using Monte Carlo simulations of multiple scattering

Kavli Affiliate: Joanna Aizenberg | First 5 Authors: Victoria Hwang, Anna B. Stephenson, Solomon Barkley, Soeren Brandt, Ming Xiao | Summary: Disordered nanostructures with correlations on the scale of visible wavelengths can show angle-independent structural colors. These materials could replace dyes in some applications because the color is tunable and resists photobleaching. However, designing nanostructures […]


Continue.. Designing angle-independent structural colors using Monte Carlo simulations of multiple scattering