LabCompass

Na Lü

Neuroscience · Purdue University West Lafayette

OpenAlex ORCID
Mid career · publishing since 2003
EEG and Brain-Computer InterfacesMachine Fault Diagnosis TechniquesVideo Surveillance and Tracking MethodsAdvanced Radiotherapy TechniquesFault Detection and Control Systems

Publications

173

Citations

4,555

Est. group size

—

Recurring co-author estimate

Active years

24

Publishing since 2003

Research summary
AI-generated

This bibliographic record appears to combine work from multiple distinct research areas, including EEG-based brain signal analysis (such as emotion and motor imagery classification), machine fault diagnosis, clustering and machine learning methods, and unrelated topics like finance, radiotherapy, and industrial development, suggesting the name may correspond to more than one author or a very broad set of collaborations. The EEG and signal-processing work focuses on developing machine learning models to interpret brain activity, for example distinguishing emotional states or movement intentions from brain wave patterns, which has applications in brain-computer interfaces and assistive technology. Prospective students should note the unusually diverse topic mix, which may reflect shared author names across different researchers rather than one coherent research program.

EEG signal classification and brain-computer interfacesMachine learning and clustering methodsFault diagnosis in industrial/electrical systemsMotor imagery and emotion recognition from brain dataMiscellaneous topics (finance, radiotherapy, industrial policy)

Publication output grew from single digits in 2017-2019 to a peak around 2021-2022, then has gradually declined through 2025-2026.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 13.2/year recently
2017: 7 publications172018: 7 publications182019: 8 publications192020: 9 publications202021: 16 publications212022: 22 publications22222023: 16 publications232024: 15 publications242025: 10 publications252026: 3 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×6
  • Mechanical Systems and Signal Processing×5
  • Expert Systems with Applications×4
  • Lecture notes in computer science×4
  • Lecture notes in electrical engineering×4
Similar researchers
By research-topic overlap

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

Claim or correct this profile