01
Optimization
Fixed-point theory and optimization algorithms with proven convergence.
- Fixed-point theory
- Convex & bilevel optimization
- Image restoration
Excellence Center in Optimization and Computational Intelligence for Big Data Prediction
True success is using massive data to create value and maximize societal benefits.
Read the film’s story
Download the films
- researchers
- 50
- across four groups
- ISI papers
- 29
- Q1 22 · Q2 7
- research networks
- 12
- 5 national · 7 international
- people trained
- 132
- students, researchers, health volunteers
- live innovations
- 3
- health and ML
- activities
- 31
- talks, training, conferences
Research
Three pillars of our research
From provable theory, to models that learn, to predictions people can use.
02
Computational Intelligence
Machine learning and deep learning for images, text and health data.
- Deep learning
- Recommender systems
- Medical image classification
03
Big Data Prediction
Predictive models on large-scale data for health, environment and logistics.
- Non-communicable diseases
- PM2.5 & climate
- Logistics & routing
Head of Excellence Center
Prof. Dr. Suthep Suantai
Dept. of Mathematics, Faculty of Science, Chiang Mai University
People
Many minds, one optimum
Researchers from Chiang Mai University, partner universities in Thailand and abroad.
News & activities
Latest from the center
Conference
Presenting Research at the International Congress ICNS-2026
Researchers and graduate students of the center present their work at the 6th International Congress on Natural Sciences with Sisterhood Universities.
OptimizationRead more
Talk
Special Lecture by Prof. Dr. Didier Aussel on Bilevel Optimization and Multi-Leader-Follower Games
A lecture on “Multi-Leader-Follower Games: Theory and Applications in Energy Management” and joint research planning.
OptimizationRead more
Visit & MOU
Research Discussion on Variational Inequalities, Fixed Points and Optimization with Assoc. Prof. Dr. Vahid Darvish (NUIST)
Talks on collaboration between the two institutions and joint research on accelerated iterative methods.
OptimizationRead more
Center meeting
Center Meeting and Planning 2026
Members report progress, share their research and plan the center's next steps together.
OptimizationRead more
Visit & MOU
Research Discussion and Collaboration on Optimization for Big Data Prediction with Prof. Mehmet Yavuz
A research discussion and collaboration with a mathematician from Necmettin Erbakan University, Türkiye.
OptimizationRead more
Research network
From Chiang Mai to the world
Collaboration with leading researchers in 6 countries: joint research, lectures and exchange.
- TaiwanJen-Chih Yao · National Sun Yat-sen University
- South KoreaYeol-Je Cho · Gyeongsang National University
- RomaniaVasile Berinde · Technical University of Cluj-Napoca
- PolandAndrzej Cegielski · University of Zielona Góra
- FranceAndré Keller · University Paris 1 Panthéon-Sorbonne
- FranceDidier Aussel · Université de Perpignan Via Domitia
- ChinaVahid Darvish · Nanjing University of Information Science and Technology
Across Thailand
9 universities · 43 researchers
- Chiang Mai University29
- University of Phayao7
- Naresuan University2
- Phetchabun Rajabhat University2
- RMUTI Surin1
- KMUTT1
- Suan Dusit University1
- Lampang Rajabhat University
- Chiang Rai Rajabhat University
Work with us
Have a data problem that needs the best answer?
We collaborate on research, advise and co-develop innovations with public agencies, industry and communities.