A Safety Case Pattern for Systems with Machine Learning Components. - Ernest Wozniak; Carmen Cârlan; Esra Acar-Celik; Henrik J. Putzer (SAFECOMP Workshops, 2020)

Application of STPA for the Elicitation of Safety Requirements for a Machine Learning-Based Perception Component in Automotive. - Esra Acar-Celik; Carmen Cârlan; Asim Abdulkhaleq; Fridolin Bauer; Martin Schels; Henrik J. Putzer (SAFECOMP, 2022)

Traffic Rule Integration with Temporal Logic in Deep Reinforcement Learning for Behavior Planning. - Esra Acar-Celik; XiangZhong Liu; Jiajie Zhang (ITSC, 2024)