King Abdullah University of Science and Technology

Post-doc

Postdoctoral Position – AI for Materials

마감2025.11.04~2026.01.01

채용 정보

  • 접수 기간

    2025.11.04 00:00~2026.01.01 21:19

  • 접수 방법

    이메일지원더보기

  • 채용 구분

    경력 무관

  • 고용 형태

    계약직

  • 지원 자격

    박사

  • 모집 전공

    공학계열, 화학, 화학공학, 물리・과학더보기

  • 기관 유형

    대학교

  • 근무 지역

    해외(사우디아라비아)더보기

  • 연봉 정보

About the Position

We are seeking a highly motivated postdoctoral researcher to join KAUST in the field of advanced materials design, with a focus on AI for Materials. The project will leverage machine learning and high-throughput first-principles calculations to accelerate materials discovery, working at the intersection of computational science, materials engineering, and artificial intelligence.


Main Research Directions includes:

Machine Learning Methods and Models

  • Out-of-distribution generalization
  • Uncertainty quantification, active learning
  • Generative modeling
  • Dataset quality assessment (redundancy, similarity, diversity)

AI-Accelerated Modeling

  • Automating atomistic modeling workflows
  • ML methods for workflow orchestration
  • Dataset curation and ML interatomic potential development

AI and Computational-Experimental Integration

  • Transfer learning, multimodal learning
  • Descriptor design
  • Automated spectral data analysis
  • LLM-based design


Candidate Profile

Candidates should have a background in materials science, chemistry, physics, or a related field and be comfortable with computational work (coding, using HPC, etc.). Experience in atomistic modeling (DFT, MD, MC) and machine learning is preferred but not required.


근무 예정지

대표King Abdullah University of Science and Technology(해외) : King Abdullah University Of Science And Technology 23955

해외(사우디아라비아) : Saudi Arabia, King Abdullah University of Science and Technology (KAUST)

기관 정보

King Abdullah University of Science and Technology

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  • 기관유형

    대학교(해외)

  • 대표전화

    +966 12 808 0900

  • 대표주소

    King Abdullah University Of Science And Technology 23955

  • 홈페이지

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관련 키워드

EngineeringMaterials engineeringChemistryComputational chemistryPhysicsComputational physics

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