AIMC Topic: Computer Simulation

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Advancing real-time error correction of flood forecasting based on the hydrologic similarity theory and machine learning techniques.

Environmental research Feb 26, 2024
Real-time flood forecasting is one of the most pivotal measures for flood management, and real-time error correction is a critical step to guarantee the reliability of forecasting results. However, it is still challenging to develop a robust error co...
Forecasting Computer Simulation Reproducibility of Results Floods Machine Learning
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A novel interpretable deep transfer learning combining diverse learnable parameters for improved T2D prediction based on single-cell gene regulatory networks.

Scientific reports Feb 24, 2024
Accurate deep learning (DL) models to predict type 2 diabetes (T2D) are concerned not only with targeting the discrimination task but also with learning useful feature representation. However, existing DL tools are far from perfect and do not provide...
Deep Learning Diabetes Mellitus, Type 2 Computer Simulation Gene Regulatory Networks Humans Neural Networks, Computer
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The role of trust in the use of artificial intelligence for chemical risk assessment.

Regulatory toxicology and pharmacology : RTP Feb 23, 2024
Risk assessment of chemicals is a time-consuming process and needs to be optimized to ensure all chemicals are timely evaluated and regulated. This transition could be stimulated by valuable applications of in silico Artificial Intelligence (AI)/Mach...
Trust Risk Assessment Machine Learning Computer Simulation Artificial Intelligence
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How to evaluate uncertainty estimates in machine learning for regression?

Neural networks : the official journal of the International Neural Network Society Feb 22, 2024
As neural networks become more popular, the need for accompanying uncertainty estimates increases. There are currently two main approaches to test the quality of these estimates. Most methods output a density. They can be compared by evaluating their...
Uncertainty Neural Networks, Computer Computer Simulation Machine Learning
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Automatic Tracking of Hyoid Bone Displacement and Rotation Relative to Cervical Vertebrae in Videofluoroscopic Swallow Studies Using Deep Learning.

Journal of imaging informatics in medicine Feb 21, 2024
The hyoid bone displacement and rotation are critical kinematic events of the swallowing process in the assessment of videofluoroscopic swallow studies (VFSS). However, the quantitative analysis of such events requires frame-by-frame manual annotatio...
Computer Simulation Deep Learning Humans Hyoid Bone Deglutition Rotation Cervical Vertebrae Image Processing, Computer-Assisted Video Recording Fluoroscopy Datasets as Topic Automation
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Precision forecasting of spray-dry desulfurization using Gaussian noise data augmentation and k-fold cross-validation optimized neural computing.

Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering Feb 19, 2024
Perceptron models have become integral tools for pattern recognition and classification problems in engineering fields. This study envisioned implementing artificial neural networks to forecast the performance of a mini-spray dryer for desulfurizatio...
Computer Simulation Temperature Forecasting Neural Networks, Computer
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Stabilization and tracking control of underactuated ball and beam system using metaheuristic optimization based TID-F and PIDD2-PI control schemes.

PloS one Feb 14, 2024
In this paper, we propose two different control strategies for the position control of the ball of the ball and beam system (BBS). The first control strategy uses the proportional integral derivative-second derivative with a proportional integrator P...
Robotics Algorithms Industry Computer Simulation
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Drug-target identification in COVID-19 disease mechanisms using computational systems biology approaches.

Frontiers in immunology Feb 13, 2024
INTRODUCTION: The COVID-19 Disease Map project is a large-scale community effort uniting 277 scientists from 130 Institutions around the globe. We use high-quality, mechanistic content describing SARS-CoV-2-host interactions and develop interoperable...
SARS-CoV-2 Humans COVID-19 Drug Repositioning Systems Biology Computer Simulation
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Correlation enhanced distribution adaptation for prediction of fall risk.

Scientific reports Feb 12, 2024
With technological advancements in diagnostic imaging, smart sensing, and wearables, a multitude of heterogeneous sources or modalities are available to proactively monitor the health of the elderly. Due to the increasing risks of falls among older a...
Humans Aged Accidental Falls Machine Learning Computer Simulation
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Ensemble learning based transmission line fault classification using phasor measurement unit (PMU) data with explainable AI (XAI).

PloS one Feb 12, 2024
A large volume of data is being captured through the Phasor Measurement Unit (PMU), which opens new opportunities and challenges to the study of transmission line faults. To be specific, the Phasor Measurement Unit (PMU) data represents many differen...
Cluster Analysis Mental Recall Research Design Computer Simulation Machine Learning
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