Valentin Duruisseaux

I am a Postdoctoral Researcher in the Computing and Mathematical Sciences department at Caltech, within the Anima AI+Science Lab, focusing on the interplay between computational mathematics and machine learning, especially on the design and use of physics-informed machine learning approaches to accelerate numerical simulations and inverse design for scientific and engineering applications.

Research Interests:

• Accelerating Simulations and Inverse Design in Science and Engineering

• Physics-Informed and Structure-Preserving Machine Learning and Artificial Intelligence

• Mathematical Modeling and Computational Methods for Dynamical Systems and Differential Equations 

• Numerical Analysis, Optimization, and Mathematical Foundations of Scientific Computing