Pioneering mathematical modeling, complex simulation design, and computational solutions for tomorrow's challenges.
140+
Published Manuscripts
16
Team Members
75+
Global Partners
We are a multidisciplinary research group dedicated to developing innovative computational methods and mathematical models that address complex problems across science, engineering, and industry. ACML is a scientific research lab at the Computing Department at Jönköping University (Sweden) together with the Information Systems Department at the University of Haifa (Israel).
Developing sophisticated mathematical frameworks to represent complex real-world phenomena.
Creating efficient simulations and computational methods to capture complex real-world dynamics and solve complex optimization problems.
Translating theoretical advances into practical applications across multiple domains and industries.
Discover our latest research breakthroughs and ongoing projects
Moving from table to graph in physics-informed spatio-temporal symbolic regression.
Learn More →
Inducing state anxiety in LLM agents reproduces human-like biases in consumer decision-making
Learn More →
PDE and agent based simulation approaches to Ischemic Dermal Wound Closure.
Learn More →We are always on the search for opportunities to collaborate, share tools, or join projects that change the world.
We help you collect the data that answers your research question with our methods.
We develop models that solve the problem. No suitable model exists yet? Then we invent one.
We believe in applicative science - we develop solutions that are open source and adoptable.
We lead the writing of the methodological and results sections of technical reports and scientific manuscripts.
Our research in the spotlight
How ACML turns raw questions into validated tools and publishable science.
Frame the real problem.
Shape the data layer.
Build the model or algorithm.
Stress-test against reality.
Ship tools, decisions, and papers.
Let's get in touch! We answer super quickly - try us...
University of Haifa, Amir Complex, room 401
+972 545524589
Sunday - Thursday: 8:00 AM - 6:00 PM
