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The de novo assembly of large, complex genomes is a significant challenge with currently available DNA sequencing technology. While many de novo assembly software packages are available, comparatively little attention has been paid to…

Genomics · Quantitative Biology 2013-07-31 Jared T. Simpson

Deep neural networks (DNNs) have been ubiquitously applied in many applications, and accelerators are emerged as an enabler to support the fast and efficient inference tasks of these applications. However, to achieve high model coverage…

Machine Learning · Computer Science 2021-05-10 Zhi Chen , Cody Hao Yu , Trevor Morris , Jorn Tuyls , Yi-Hsiang Lai , Jared Roesch , Elliott Delaye , Vin Sharma , Yida Wang

DNA nanostructures are made using synthetic DNA strands, the sequences of which are designed such that they will self-assemble into the desired form by hybridization of complementary domains. Various structures and devices have been…

Biological Physics · Physics 2015-06-02 Katherine E. Dunn

Fabrication of DNA nanostructures primarily follows two fundamental rules. First, DNA oligonucleotides mutually combine by Watson-Crick base pairing rules between complementary base sequences. Second, the geometrical compatibility of the…

Mesoscale and Nanoscale Physics · Physics 2011-06-01 Jihoon Shin , Junghoon Kim , Rashid Amin , Seungjae Kim , Young Hun Kwon , Sung Ha Park

A construction method for duplex cage structures with icosahedral sym- metry made out of single-stranded DNA molecules is presented and applied to an icosidodecahedral cage. It is shown via a mixture of analytic and computer techniques that…

Biomolecules · Quantitative Biology 2013-04-09 N. E. Grayson , A. Taormina , R. Twarock

DNA computing is an unconventional approach to computing that harnesses the parallelism and information storage capabilities of DNA molecules. It has emerged as a promising field with potential applications in solving a variety of…

Emerging Technologies · Computer Science 2024-06-04 Muhammad Asad Tariq , Rafay Junaid , Muhammad Mehdy Hasnain , Danyal Farhat

Deep generative models are known to be able to model arbitrary probability distributions. Among these, a recent deep generative model, dubbed sliceGAN, proposed a new way of using the generative adversarial network (GAN) to capture the…

Computer Vision and Pattern Recognition · Computer Science 2021-05-04 Hyungjin Chung , Jong Chul Ye

The design of the nanostructures that are used in the field of nano-photonics has remained complex, very often relying on the intuition and expertise of the designer, ultimately limiting the reach and penetration of this groundbreaking…

Image and Video Processing · Electrical Eng. & Systems 2019-11-27 Itzik Malkiel , Michael Mrejen , Lior Wolf , Haim Suchowski

The spatial organization of the DNA in the cell nucleus plays an important role for gene regulation, DNA replication, and genomic integrity. Through the development of chromosome conformation capture experiments (such as 3C, 4C, Hi-C) it is…

Genomics · Quantitative Biology 2021-01-15 Anastasiya Belyaeva , Kaie Kubjas , Lawrence J. Sun , Caroline Uhler

DNA is a promising medium for digital information storage for its exceptional density and durability. While prior studies advanced coding theory, workflow design, and simulation tools, challenges such as synthesis costs, sequencing errors,…

Emerging Technologies · Computer Science 2025-10-06 Rakesh Thakur , Lavanya Singh , Yashika , Manomay Bundawala , Aruna Kumar

Three-dimensional medical image data and computer-aided decision making, particularly using deep learning, are becoming increasingly important in the medical field. To aid in these developments we introduce PR3DICTR: Platform for Research…

Computer Vision and Pattern Recognition · Computer Science 2026-04-06 Daniel C. MacRae , Luuk van der Hoek , Robert van der Wal , Suzanne P. M. de Vette , Hendrike Neh , Baoqiang Ma , Peter M. A. van Ooijen , Lisanne V. van Dijk

We present a framework for generating physically realizable assembly instructions from natural language descriptions. Unlike unconstrained text-to-3D approaches, our method operates within a discrete parts vocabulary, enforcing geometric…

Artificial Intelligence · Computer Science 2025-12-19 David Noever

Developing construction methods of materials tailored for given applications with absolute control over building block placement poses an immense challenge. DNA-coated colloids offer the possibility of realising programmable self-assembly,…

Soft Condensed Matter · Physics 2020-05-22 Xiuyang Xia , Hao Hu , Massimo Pica Ciamarra , Ran Ni

DNA nanoparticles with three-fold coordination have been observed to self-assemble in experiment into a network equivalent to the hexagonal (6.6.6) tiling, and a network equivalent to the 4.8.8 Archimedean tiling. Both networks are built…

Statistical Mechanics · Physics 2018-05-28 Zdenek Preisler , Barbara Sacca , Stephen Whitelam

Patchy particles have received great attention due to their ability to develop directional and selective interactions and serve as building units for the self-assembly of innovative colloidal molecules and crystalline structures. Although…

Soft Condensed Matter · Physics 2023-01-16 Rawan Khalaf , Andrea Viamonte , Etienne Ducrot , Rémi Mérindol , Serge Ravaine

RNA design shows growing applications in synthetic biology and therapeutics, driven by the crucial role of RNA in various biological processes. A fundamental challenge is to find functional RNA sequences that satisfy given structural…

Biomolecules · Quantitative Biology 2024-04-18 Han Huang , Ziqian Lin , Dongchen He , Liang Hong , Yu Li

The specificity and thermal reversibility of DNA interactions have enabled the self-assembly of crystal structures, self-replicating materials and colloidal molecules. Grafting DNA onto liquid interfaces of emulsions leads to exciting new…

Soft Condensed Matter · Physics 2013-10-31 Lang Feng , Lea-Laetitia Pontani , Remi Dreyfus , Paul Chaikin , Jasna Brujic

We consider a model of algorithmic self-assembly of geometric shapes out of square Wang tiles studied in SODA 2010, in which there are two types of tiles (e.g., constructed out of DNA and RNA material) and one operation that destroys all…

Computational Complexity · Computer Science 2010-07-09 Erik D. Demaine , Matthew J. Patitz , Robert T. Schweller , Scott M. Summers

We present an analytically solvable model for self-assembly of a molecular complex on a filament. The process is driven by a seed molecule that undergoes facilitated diffusion, which is a search strategy that combines diffusion in…

Statistical Mechanics · Physics 2015-11-04 Ziya Kalay

Self-assembly is a fundamental process by which supramolecular species form spontaneously from their components. This process is ubiquitous throughout the life chemistry and is central to biological information processing. Algorithms for…

Emerging Technologies · Computer Science 2012-07-06 Abhishek Chhajer , Manish K. Gupta , Sandeep Vasani , Jaley Dholakiya
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