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Virtual Special Issue - Artificial Intelligence and Machine Learning

ASME looks to assist researchers and anyone looking for artificial intelligence and machine learning resources.

Journal of Computational and Nonlinear Dynamics

Machine Learning Non-Reciprocity of a Linear Waveguide With a Local Nonlinear, Asymmetric Gate: Case of Strong Coupling

Journal of Computing and Information Science in Engineering

Design for Artificial Intelligence: Proposing a Conceptual Framework Grounded in Data Wrangling

Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications

Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating

Q-Model: An Artificial Intelligence Based Methodology for the Development of Autonomous Robots

Journal of Electronic Packaging

Artificial Intelligence for Power Electronics in Electric Vehicles: Challenges and Opportunities

Journal of Engineering for Gas Turbines and Power

Machine-Learning Clustering Methods Applied to Detection of Noise Sources in Low-Speed Axial Fan

Application of Machine Learning to Forced Response Predictions of an Industrial Axial Compressor Rotor Blade

Journal of Fluids Engineering

A Machine Learning Approach to Predicting Unsteady Transonic Flow of Pitching Airfoils

Flow Pattern Transition in Pipes Using Data-Driven and Physics-Informed Machine Learning

Journal of Heat and Mass Transfer

Mapping the Chaotic Transitions of the Lorenz Equations With Unsupervised Machine Learning

Status, Challenges, and Potential for Machine Learning in Understanding and Applying Heat Transfer Phenomena

Journal of Manufacturing Science and Engineering

Identification of Tool Life Stages and Redressing Criterion for Polycrystalline Diamond Micro-Grinding Tools Using a Machine Learning Approach

Artificial Intelligence in Advanced Manufacturing: Current Status and Future Outlook

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Knowledge Discovery in Engineering Applications Using Machine Learning Techniques

Journal of Mechanical Design

The Evolution and Impact of Human Confidence in Artificial Intelligence and in Themselves on AI-Assisted Decision-Making in Design

Artificial Intelligence Design for Ship Structures: A Variant Multiple-Input Neural Network-Based Ship Resistance Prediction

Data-Efficient Machine Learning on Three-Dimensional Engineering Data

Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems

An Artificial Intelligence/Machine Learning Based Regression-Clustering-Sensor-Fusion Framework for Predicting Unmeasurable Time-Series Strain From Other Sensor Measurements

Fault Diagnosis of Bearings Using Recurrences and Artificial Intelligence Techniques

Journal of Nuclear Engineering and Radiation Science

Machine Learning Metamodel of a Computationally Intense LOCA Code

Journal of Offshore Mechanics and Arctic Engineering

Data-Driven Prediction of Complex Flow Field Over an Axisymmetric Body of Revolution Using Machine Learning

Journal of Pressure Vessel Technology

An Artificial-Intelligence and Machine-Learning-Based Methodology to Conduct Seemingly Strain-Controlled Fatigue Test in a Pressurized-Water-Reactor-Test-Loop-Autoclave, While Not Controlling the Strain

Journal of Solar Energy Engineering

Design and Performance Analyses of Evacuated U-Tube Solar Collector Using Data-Driven Machine Learning Models

Journal of Turbomachinery

Using Machine Learning for Loss Prediction in a Hybrid Meanline Modeling Method to Deliver Improved Radial Turbine Performance Prediction

Predicting the Operability of Damaged Compressors Using Machine Learning

Mechanical Engineering Magazine

Brawn with Brains


Applying Artificial Intelligence to Optimize Small-Scale Ocean Current Turbine Performance

Artificial Intelligence Based State of Health Estimation With Short-Term Current Profile in Lead-Acid Batteries for Heavy-Duty Vehicles

Damaged Apple Detection Using Artificial Intelligence

A Real-Time Artificial Intelligence Process Manager for Engineering Design

Collaborative Design Decision-Making With Artificial Intelligence: Exploring the Evolution and Impact of Human Confidence in AI and in Themselves

An Artificial Intelligence Based Algorithm for Object-Oriented Design

Using Data Science and Artificial Intelligence to Enable Technology-Driven Offshore Opportunities

Artificial Intelligence Based Architecture to Support Dementia Patients

Artificial Intelligence Machine Learning in Marine Hydrodynamics

Can Machine Learning Tools Support the Identification of Sustainable Design Leads From Product Reviews? Opportunities and Challenges

Software-in-the-Loop Combined Machine Learning for Dynamic Responses Analysis of Floating Offshore Wind Turbines

Application of Artificial Intelligence for VIV Strake Optimization of Steel Lazy Wave Risers

Application of Artificial Intelligence for Automated Detection of Defects in Nuclear Energy Domain

A Survey of Important Factors in Human - Artificial Intelligence Trust for Engineering System Design

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