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The Journal of Chemical Physics
|
February 8, 2013
A stochastic optimization approach to coarse-graining using a relative-entropy framework
Ilias Bilionis, Nicholas Zabaras
Computer Methods in Applied Mechanics and Engineering
|
September 1, 2020
Propagation of uncertainty in the mechanical and biological response of growing tissues using multi-fidelity Gaussian process regression
Taeksang Lee, Ilias Bilionis, Adrian Buganza Tepole
International Journal of Pharmaceutics
|
February 26, 2022
A framework to optimize spring-driven autoinjectors
Xiaoxu Zhong, Ilias Bilionis, Arezoo M Ardekani
Arxiv
|
June 12, 2025
SMURF: Scalable method for unsupervised reconstruction of flow in 4D flow MRI
Atharva Hans, Abhishek Singh, Pavlos Vlachos, et al.
Journal of the Mechanical Behavior of Biomedical Materials
|
February 5, 2023
Optimizing autoinjector devices using physics-based simulations and Gaussian processes
Vivek Sree, Xiaoxu Zhong, Ilias Bilionis, et al.
Journal of Chemical Information and Modeling
|
October 15, 2020
Prediction of Energetic Material Properties from Electronic Structure Using 3D Convolutional Neural Networks
Alex D Casey, Steven F Son, Ilias Bilionis, et al.
Journal of the Mechanical Behavior of Biomedical Materials
|
March 23, 2021
Improving reconstructive surgery design using Gaussian process surrogates to capture material behavior uncertainty
Casey Stowers, Taeksang Lee, Ilias Bilionis, et al.
Engineering with Computers
|
May 7, 2025
Generative Hyperelasticity with Physics-Informed Probabilistic Diffusion Fields
Vahidullah Taç, Manuel K Rausch, Ilias Bilionis, et al.
Biomechanics and Modeling in Mechanobiology
|
August 4, 2018
Propagation of material behavior uncertainty in a nonlinear finite element model of reconstructive surgery
Taeksang Lee, Sergey Y Turin, Arun K Gosain, et al.
ACS Applied Materials & Interfaces
|
March 16, 2026
Lipid Corona Formation on Iron Oxide Nanoparticles: Machine Learning-Based Identification of Causal Lipidomic Properties
Koushiki Basu, Jenna N Swihart, Akshada Shinde, et al.
Page
of 2
Search research articles
Search
Showing results (1-10 of 13) with videos related to
Sort By:
Page
of 2
The Journal of Chemical Physics
|
February 8, 2013
A stochastic optimization approach to coarse-graining using a relative-entropy framework
Ilias Bilionis, Nicholas Zabaras
Computer Methods in Applied Mechanics and Engineering
|
September 1, 2020
Propagation of uncertainty in the mechanical and biological response of growing tissues using multi-fidelity Gaussian process regression
Taeksang Lee, Ilias Bilionis, Adrian Buganza Tepole
International Journal of Pharmaceutics
|
February 26, 2022
A framework to optimize spring-driven autoinjectors
Xiaoxu Zhong, Ilias Bilionis, Arezoo M Ardekani
Arxiv
|
June 12, 2025
SMURF: Scalable method for unsupervised reconstruction of flow in 4D flow MRI
Atharva Hans, Abhishek Singh, Pavlos Vlachos, et al.
Journal of the Mechanical Behavior of Biomedical Materials
|
February 5, 2023
Optimizing autoinjector devices using physics-based simulations and Gaussian processes
Vivek Sree, Xiaoxu Zhong, Ilias Bilionis, et al.
Journal of Chemical Information and Modeling
|
October 15, 2020
Prediction of Energetic Material Properties from Electronic Structure Using 3D Convolutional Neural Networks
Alex D Casey, Steven F Son, Ilias Bilionis, et al.
Journal of the Mechanical Behavior of Biomedical Materials
|
March 23, 2021
Improving reconstructive surgery design using Gaussian process surrogates to capture material behavior uncertainty
Casey Stowers, Taeksang Lee, Ilias Bilionis, et al.
Engineering with Computers
|
May 7, 2025
Generative Hyperelasticity with Physics-Informed Probabilistic Diffusion Fields
Vahidullah Taç, Manuel K Rausch, Ilias Bilionis, et al.
Biomechanics and Modeling in Mechanobiology
|
August 4, 2018
Propagation of material behavior uncertainty in a nonlinear finite element model of reconstructive surgery
Taeksang Lee, Sergey Y Turin, Arun K Gosain, et al.
ACS Applied Materials & Interfaces
|
March 16, 2026
Lipid Corona Formation on Iron Oxide Nanoparticles: Machine Learning-Based Identification of Causal Lipidomic Properties
Koushiki Basu, Jenna N Swihart, Akshada Shinde, et al.
Page
of 2