Ilias Bilionis - Our People - Mechanical Engineering - Purdue ...
Uncertainty propagation using infinite mixture of Gaussian processes and variational Bayesian inference, in press. Journal of Computational Physics. Bilionis, I., & Zabaras, N. (2014). Solution of inverse problems with limited forward solver evaluations: a Bayesian perspective. Inverse Problems, 30 (1). doi: Artn 015004.
Ilias Bilionis - Google Scholar
Ilias Bilionis. Professor, Mechanical Engineering, Purdue University. Verified email at purdue.edu - Homepage. Scientific Machine Learning Uncertainty Quantification.
Ilias Bilionis - Our People - Purdue Engineering
Ilias Bilionis - Our People - Purdue Engineering Skip to main content. Quick Links Purdue; Engineering . College of Engineering
Predictive Science Laboratory
Sep 17, 2024 · Bilionis loves teaching scientific machine learning, probabilistic thinking, and uncertainty quantification to engineers. Some examples are these: ME 697 - Advanced Scientific Machine Learning is offered on-campus during Spring 2024.
Ilias Bilionis — The Robert H. Buckman College of Engineering ...
Ilias Bilionis Professor Of Mechanical Engr Phone (765) 496-0217. Email [email protected]. Unit and Group Affiliations. Mechanical Engineering Discover . Students;
Ilias Bilionis - Professor - Purdue University - LinkedIn
Conducting basic research on scientific machine learning (physics + probability + data) applied to various complex engineered systems covering spanning electric motors,...
- Title: Professor at Purdue University
- Location: Purdue University
- 500+ connections
Ilias BILIONIS | Professor (Associate) | PhD | Purdue ...
We introduce the concept of physics-guided transfer learning to predict the thermal conductivity of an additively manufactured short-fiber reinforced polymer (SFRP) using micro-structural...
- Some results have been removed