AIMC Topic:
Computer Simulation

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Machine Learning at the Interface of Polymer Science and Biology: How Far Can We Go?

Biomacromolecules Feb 8, 2022
This Perspective outlines recent progress and future directions for using machine learning (ML), a data-driven method, to address critical questions in the design, synthesis, processing, and characterization of . The achievement of these tasks requir...
Computer Simulation Polymers Machine Learning Algorithms Biology
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Deep learning-based optimization of a microfluidic membraneless fuel cell for maximum power density via data-driven three-dimensional multiphysics simulation.

Bioresource technology Feb 8, 2022
A deep learning-based method for optimizing a membraneless microfluidic fuel cell (MMFC)performance by combining the artificial neural network (ANN) and genetic algorithm (GA) was for the first time introduced. A three-dimensional multiphysics model ...
Neural Networks, Computer Computer Simulation Microfluidics Temperature Deep Learning
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Protein sequence design with a learned potential.

Nature communications Feb 8, 2022
The task of protein sequence design is central to nearly all rational protein engineering problems, and enormous effort has gone into the development of energy functions to guide design. Here, we investigate the capability of a deep neural network mo...
Protein Domains Amino Acid Sequence Protein Engineering Protein Folding Crystallography, X-Ray Deep Learning Models, Molecular Computer Simulation
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A fluid-driven soft robotic fish inspired by fish muscle architecture.

Bioinspiration & biomimetics Feb 8, 2022
Artificial fish-like robots developed to date often focus on the external morphology of fish and have rarely addressed the contribution of the structure and morphology of biological muscle. However, biological studies have proven that fish utilize th...
Computer Simulation Animals Muscles Robotics Bionics Swimming Tuna
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[Not Available].

Zeitschrift fur medizinische Physik Feb 7, 2022
Spoke trajectory parallel transmit (pTX) excitation in ultra-high field MRI enables B inhomogeneities arising from the shortened RF wavelength in biological tissue to be mitigated. To this end, current RF excitation pulse design algorithms either emp...
Phantoms, Imaging Brain Computer Simulation Magnetic Resonance Imaging Calibration Deep Learning Algorithms
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Improvement of DBR routing protocol in underwater wireless sensor networks using fuzzy logic and bloom filter.

PloS one Feb 7, 2022
Routing protocols for underwater wireless sensor networks (UWSN) and underwater Internet of Things (IoT_UWSN) networks have expanded significantly. DBR routing protocol is one of the most critical routing protocols in UWSNs. In this routing protocol,...
Water Computer Simulation Water Microbiology Fuzzy Logic Eutrophication Biosensing Techniques Cluster Analysis Humans Electric Power Supplies Quality Improvement Oceans and Seas Computer Communication Networks Filtration Algorithms Wireless Technology
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Deep Multi-Feature Transfer Network for Fourier Ptychographic Microscopy Imaging Reconstruction.

Sensors (Basel, Switzerland) Feb 6, 2022
Fourier ptychographic microscopy (FPM) is a potential imaging technique, which is used to achieve wide field-of-view (FOV), high-resolution and quantitative phase information. The LED array is used to irradiate the samples from different angles to ob...
Computer Simulation Light Microscopy Neural Networks, Computer Research Design
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Computational models in inflammatory bowel disease.

Clinical and translational science Feb 5, 2022
Inflammatory bowel disease (IBD) is a chronic and relapsing disease with multiple underlying influences and notable heterogeneity among its clinical and response-to-treatment phenotypes. There is no cure for IBD, and none of the currently available t...
Inflammatory Bowel Diseases Chronic Disease Humans Artificial Intelligence Computer Simulation Precision Medicine Interleukin-6
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Surgical Science-Simbionix Robotic Hysterectomy Simulator: Validating a New Tool.

Journal of minimally invasive gynecology Feb 3, 2022
STUDY OBJECTIVE: To gather validity evidence for and determine acceptability of Surgical Science-Simbionix Hysterectomy Modules for the DaVinci Xi console simulation system (software; 3D Systems by Simbionix [now Surgical Science-Simbionix], Littleto...
Prospective Studies Computer Simulation Female Humans Robotic Surgical Procedures Clinical Competence Robotics Hysterectomy
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An improved X-means and isolation forest based methodology for network traffic anomaly detection.

PloS one Jan 31, 2022
Anomaly detection in network traffic is becoming a challenging task due to the complexity of large-scale networks and the proliferation of various social network applications. In the actual industrial environment, only recently obtained unlabelled da...
Computer Simulation Area Under Curve Neural Networks, Computer Algorithms
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