What is he best known for?
The fields of study he is best known for:
- Composite material
- Mechanical engineering
- Artificial intelligence
Hui Ma mostly deals with Structural engineering, Stiffness, Finite element method, Rotor and Vibration.
His Stiffness research is multidisciplinary, relying on both Transverse plane, Spur and Nonlinear system.
His study in Finite element method is interdisciplinary in nature, drawing from both Amplitude, Bending stiffness, Fracture mechanics and Helicopter rotor.
His work deals with themes such as Coupling, Rubbing, Mechanics, Bending and Bearing, which intersect with Rotor.
His Mechanics study also includes fields such as
- Equations of motion together with Beam,
- Fault which connect with Control theory and Contact force.
Hui Ma performs integrative study on Vibration and Process.
His most cited work include:
- Review on dynamics of cracked gear systems (148 citations)
- Time-varying mesh stiffness calculation of cracked spur gears (143 citations)
- Investigating mechanical properties and self-healing behavior of micro-cracked ECC with different volume of fly ash (94 citations)
What are the main themes of his work throughout his whole career to date?
His main research concerns Structural engineering, Finite element method, Vibration, Stiffness and Transformer.
Hui Ma usually deals with Structural engineering and limits it to topics linked to Amplitude and Mathematical analysis.
Hui Ma works mostly in the field of Finite element method, limiting it down to concerns involving Beam and, occasionally, Cantilever.
His Vibration study combines topics from a wide range of disciplines, such as Mechanics, Rubbing, Rotor and Nonlinear system.
His research in Stiffness is mostly concerned with Time-varying mesh.
His Transformer study also includes
- Electronic engineering which is related to area like Wavelet transform,
- Partial discharge that connect with fields like Pattern recognition, Artificial intelligence and Signal processing.
He most often published in these fields:
- Structural engineering (44.05%)
- Finite element method (45.24%)
- Vibration (43.15%)
What were the highlights of his more recent work (between 2019-2021)?
- Artificial intelligence (19.94%)
- Vibration (43.15%)
- Fault (15.18%)
In recent papers he was focusing on the following fields of study:
Hui Ma mainly investigates Artificial intelligence, Vibration, Fault, Structural engineering and Deep learning.
The various areas that Hui Ma examines in his Vibration study include Modal, Fibre-reinforced plastic and Nonlinear system.
His studies in Nonlinear system integrate themes in fields like Amplitude and Helicopter rotor.
His research in Fault intersects with topics in Harmonics, Data mining and Rotor.
His study in Stiffness, Finite element method, Fracture mechanics and Spur gear falls under the purview of Structural engineering.
His biological study spans a wide range of topics, including Casing, Coupling, Rubbing and Stiffening.
Between 2019 and 2021, his most popular works were:
- A Combined Polynomial Chirplet Transform and Synchroextracting Technique for Analyzing Nonstationary Signals of Rotating Machinery (58 citations)
- Machinery fault diagnosis with imbalanced data using deep generative adversarial networks (50 citations)
- Machinery fault diagnosis with imbalanced data using deep generative adversarial networks (50 citations)
In his most recent research, the most cited papers focused on:
- Composite material
- Mechanical engineering
- Artificial intelligence
Hui Ma spends much of his time researching Artificial intelligence, Deep learning, Machine learning, Fault and Adversarial system.
His Artificial intelligence research is multidisciplinary, incorporating elements of Margin and Pattern recognition.
His Machine learning study combines topics in areas such as Domain and Representation.
His Fault research incorporates elements of Data Applied, Feature extraction, Rotor and Harmonic.
Within one scientific family, Hui Ma focuses on topics pertaining to Contact analysis under Rotor, and may sometimes address concerns connected to Stiffness.
The Finite element method study combines topics in areas such as Shell, Rotation, Mechanics, Equations of motion and Stiffening.
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