Ilias Bilionis
Purdue University
H-index: 28
North America-United States
Top articles of Ilias Bilionis
Mass uptake during oxidation of metallic alloys: Literature data collection, analysis, and FAIR sharing
Computational Materials Science
2024/1/30
On the well-posedness of inverse problems under information field theory: application to model-form error detection
arXiv preprint arXiv:2401.14224
2024/1/25
Ilias Bilionis
H-Index: 19
Eco-feedback and gaming platform for home energy management
2024/3/21
Probabilistic physics-guided transfer learning for material property prediction in extrusion deposition additive manufacturing
Computer Methods in Applied Mechanics and Engineering
2024/2/1
Unbalanced Optimal Transport for Particle Tracking in PTV
Bulletin of the American Physical Society
2023/11/20
Generative Hyperelasticity with Physics-Informed Probabilistic Diffusion Fields
arXiv preprint arXiv:2310.03745
2023/9/11
Ilias Bilionis
H-Index: 19
Francisco Sahli Costabal
H-Index: 14
Physics-informed information field theory for modeling physical systems with uncertainty quantification
Journal of Computational Physics
2023/8/1
Ilias Bilionis
H-Index: 19
Roles of Human and Robotic Agents Toward Operating a Smart Space Habitat
2023/7/16
An information field theory approach to Bayesian state and parameter estimation in dynamical systems
arXiv preprint arXiv:2306.02150
2023/6/3
Ilias Bilionis
H-Index: 19
A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge
Journal of Computing and Information Science in Engineering
2023/6/1
Atharva Hans
H-Index: 0
Ilias Bilionis
H-Index: 19
Learning to solve Bayesian inverse problems: An amortized variational inference approach
arXiv preprint arXiv:2305.20004
2024/1/16
Sharmila Karumuri
H-Index: 1
Ilias Bilionis
H-Index: 19
Optimizing autoinjector devices using physics-based simulations and Gaussian processes
Journal of the Mechanical Behavior of Biomedical Materials
2023/4/1
Xiaoxu Zhong
H-Index: 4
Ilias Bilionis
H-Index: 19
Modeling large-volume subcutaneous injection of monoclonal antibodies with anisotropic porohyperelastic models and data-driven tissue layer geometries
Journal of the Mechanical Behavior of Biomedical Materials
2023/2/1
Mario De Lucio
H-Index: 2
Atharva Hans
H-Index: 0
Ilias Bilionis
H-Index: 19
Pavlos P Vlachos
H-Index: 28
Hector Gomez
H-Index: 6
Hierarchical Bayesian approach to experimental data fusion: Application to strength prediction of high entropy alloys from hardness measurements
Computational Materials Science
2023/1/25
Unsupervised Damage Detection for Smart Extraterrestrial Habitats Using Autoencoders and Information Fusion
STRUCTURAL HEALTH MONITORING 2023
2023
Agent-based models for real-time fault-recovery in cyber-physical testbeds for Smart Habitats
2023
Ilias Bilionis
H-Index: 19
MySmartE-A Cloud-Based Smart Home Energy Application for Energy-Aware Multi-unit Residential Buildings
ASHRAE Transactions
2023
Stochastic Volumetric Reconstruction
15th International Symposium on Particle Image Velocimetry
2023
Human decision making during eco-feedback intervention in smart and connected energy-aware communities
Energy and Buildings
2023/1/1
Automated image localization to support rapid building reconnaissance in a large‐scale area
Computer‐Aided Civil and Infrastructure Engineering
2023/1
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