CV

Yassine Douich

douich yassine

PhD Candidate in Computer Science
Mathematics Teacher | Researcher in Physics-Inspired Artificial Intelligence

Profile

PhD candidate in Computer Science with a background in Applied Mathematics and Scientific Computing. My research focuses on physics-inspired artificial intelligence, particularly deep learning architectures based on the Lattice Boltzmann Method (LBM). I am the founder of the LBMNet framework, which explores novel lattice-based neural architectures for computer vision, medical imaging, scientific machine learning, and time-series forecasting.

Research Interests

  • Physics-Inspired Artificial Intelligence
  • Lattice Boltzmann Method
  • Deep Learning
  • Medical Image Analysis
  • Scientific Machine Learning
  • Computer Vision
  • Image Restoration and Inpainting
  • Medical Image Segmentation
  • Object Detection
  • Time-Series Forecasting
  • Partial Differential Equations
  • High-Performance Computing

Education

  • PhD in Computer Science

    October 2026

    Faculty of Sciences, Chouaib Doukkali University, El Jadida, Morocco. Doctoral research focused on the development of LBMNet, a physics-informed deep learning framework based on the Lattice Boltzmann Method for advanced image processing and computer vision applications.

  • DESA in Applied Mathematics, Scientific Computing and Analysis

    2007

    Faculty of Sciences, Cadi Ayyad University, Marrakech, Morocco. Advanced graduate studies focused on applied mathematics, numerical analysis, scientific computing, mathematical modeling, and computational methods for solving engineering and scientific problems.

  • MST (Maîtrise des Sciences et Techniques) in Applied Mathematics for Engineering Sciences

    12/05/2004

    Faculty of Sciences and Technology, Cadi Ayyad University, Marrakech, Morocco. Specialized studies in applied mathematics, numerical methods, mathematical modeling, optimization, and computational techniques for engineering and scientific applications.

  • DEUG (Diploma of General University Studies) in Mathematics and Physics

    2002

    Faculty of Sciences, Cadi Ayyad University, Marrakech, Morocco. Built a strong foundation in pure and applied mathematics, classical physics, analytical methods, and problem-solving techniques, providing the academic basis for advanced studies in mathematics and engineering sciences.

  • Baccalaureate in Mathematical Sciences

    1999

    bn Abbad High School, Marrakech, Morocco. Completed a rigorous secondary education with a specialization in mathematics, providing a strong foundation in mathematics, physics, and scientific reasoning.

Professional Experience

Mathematics Teacher

  • Ministry of National Education, Morocco
  • 2018–Present: Ibn Khaldoun High School, El Jadida
  • 2011–2013: BTS in Computer Management
  • 2008–2018: Secondary School Teacher, Essaouira

search Projects

LBMNet: Physics-Inspired Deep Learning Framework

LBMNet for Medical Image Segmentation

LBMNet for Image Inpainting

LBMFormer for Time-Series Forecasting

LBMNet for Scientific

 Machine LearningNeural Lattice Boltzmann PDE Solvers3D

 LBMNet for Medical Image Analysis

Technical Skills

Python

80%

Java

60%

Matlab

90%

Pytorch

100%

TensorFlow

100%

OpenCV

80%

Numpy

90%

SciPy

70%

Scikit-learn

80%

Interests

  • Scientific Research
  • Artificial Intelligence
  • Applied Mathematics
  • Scientific Computing
  • Programming and Software Development
  • Reading Scientific Literature
  • Technology and Innovation