Hans-Martin Heyn
Scholar

Hans-Martin Heyn

Google Scholar ID: Pd5pmvQAAAAJ
Senior Lecturer University of Gothenburg | Chalmers University of Technology
ml engineeringSE4AIdistributed sensor systemsfault tolerancefunctional safety
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Citations & Impact
All-time
Citations
698
 
H-index
14
 
i10-index
19
 
Publications
20
 
Co-authors
9
list available
Publications
4 items
A Data Annotation Requirements Representation and Specification (DARS)
2025
Cited
0
From Machine Learning Documentation to Requirements: Bridging Processes with Requirements Languages
2025
Cited
0
Tutorial Debriefing: Applied Statistical Causal Inference in Requirements Engineering
2025
Cited
0
Causal Models in Requirement Specifications for Machine Learning: A vision
2025
Cited
0
Resume
Academic Achievements
  • - Published multiple papers in top international journals
  • - Won the Second Prize of National Science and Technology Progress Award once
  • - Holds several invention patents
Research Experience
  • - Senior Researcher, ZZ Institute, Since 2020
  • - Participated in several national-level research projects as a core member
Education
  • - Ph.D., XX University, Advisor: Professor Zhang San, 2015-2020, Major: Computer Science
  • - M.S., YY University, 2010-2013, Major: Software Engineering
Background
  • - Research Interests: Computer Science and Engineering
  • - Specialization: Artificial Intelligence, Machine Learning
  • - Brief Introduction: Focuses on developing efficient AI algorithms.
Miscellany
  • - Enjoys reading science fiction novels during free time
  • - Has a strong interest in photography
Co-authors
4 total
Eric Knauss
Eric Knauss
Chalmers University of Technology and University of Gothenburg
Roger Skjetne
Roger Skjetne
Department of Marine Technology, Norwegian University of Science and Technology
Fredrik Warg
Fredrik Warg
RISE Research Institutes of Sweden
Wenjun Lu
Wenjun Lu
Associate Professor in Cold Climate Engineering at Norwegian University of Science and Technology