Accelerating Bayesian Optimal Experimental Design via Local Radial Basis Functions: Application to Soft Material Characterization
Fuente:
arXiv
Saved in:
| Main Authors: | Chu, Tianyi, Estrada, Jonathan B., Bryngelson, Spencer H. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bayesian optimal design accelerates discovery of material properties from bubble dynamics
by: Chu, Tianyi, et al.
Published: (2024)
by: Chu, Tianyi, et al.
Published: (2024)
Parsimonious inertial cavitation rheometry via bubble collapse time
by: Zhu, Zhiren, et al.
Published: (2023)
by: Zhu, Zhiren, et al.
Published: (2023)
Thermodynamic Basis of Sugar-Dependent Polymer Stabilization: Informing Biologic Formulation Design
by: Muralikrishnan, Praveen, et al.
Published: (2025)
by: Muralikrishnan, Praveen, et al.
Published: (2025)
Experimental exploration of geometric cohesion and solid fraction in columns of highly non-convex Platonic polypods
by: Aponte, David, et al.
Published: (2024)
by: Aponte, David, et al.
Published: (2024)
Autonomous Small-Angle Scattering for Accelerated Soft Material Formulation Optimization
by: Martin, Tyler B., et al.
Published: (2025)
by: Martin, Tyler B., et al.
Published: (2025)
Characterizing the Hard and Soft Nanoparticle-Protein Corona with Multilayer Adsorption
by: Vilanova, Oriol, et al.
Published: (2024)
by: Vilanova, Oriol, et al.
Published: (2024)
Variation-matching sensitivity-based virtual fields for hyperelastic material model calibration
by: Nikolov, Denislav P., et al.
Published: (2025)
by: Nikolov, Denislav P., et al.
Published: (2025)
Design, Actuation, and Functionalization of Untethered Soft Magnetic Robots with Life-Like Motions: A Review
by: Miao, Jiaqi, et al.
Published: (2023)
by: Miao, Jiaqi, et al.
Published: (2023)
Cylindrical Cavity Expansion: A Novel Method for Characterizing the Mechanical Properties of Soft Materials
by: Li, Jian, et al.
Published: (2024)
by: Li, Jian, et al.
Published: (2024)
Optimal chemotactic navigation in disordered landscapes
by: Bai, Yang, et al.
Published: (2025)
by: Bai, Yang, et al.
Published: (2025)
Shape Characterization of Ferrous Burden Material of Blast Furnace Feed using Image Analysis
by: Chakrabarty, Arijit, et al.
Published: (2025)
by: Chakrabarty, Arijit, et al.
Published: (2025)
Applications of the Peach-Koehler Force in Liquid Crystals
by: Long, Cheng, et al.
Published: (2023)
by: Long, Cheng, et al.
Published: (2023)
Optical Micromanipulation of Soft Materials: Applications in Devices and Technologies
by: Halder, Sanatan, et al.
Published: (2024)
by: Halder, Sanatan, et al.
Published: (2024)
Controlled Locomotion of a Minimal Soft Structure by Stick-Slip Nonlinearity
by: Barois, Thomas, et al.
Published: (2024)
by: Barois, Thomas, et al.
Published: (2024)
An Experimental and Computational Study on Material Dispersion of 1-Alkyl-3-Methylimidazolium Tetrafluoroborate Ionic Liquids
by: Fernández, Carlos Damián Rodríguez, et al.
Published: (2020)
by: Fernández, Carlos Damián Rodríguez, et al.
Published: (2020)
A Physics-Informed Data-Driven Discovery for Constitutive Modeling of Compressible, Nonlinear, History-Dependent Soft Materials under Multiaxial Cyclic Loading
by: Ostadrahimi, Alireza, et al.
Published: (2025)
by: Ostadrahimi, Alireza, et al.
Published: (2025)
Stress Softening Damage in Strongly Nonlinear Viscoelastic Soft Materials A Physics Informed Data Driven Constitutive Model with Time Temperature Coupling
by: Ostadrahimi, Alireza, et al.
Published: (2025)
by: Ostadrahimi, Alireza, et al.
Published: (2025)
Machine Learning-Enabled Mechanical Analysis and Optimization of Bioinspired Functionally Graded Materials
by: Yang, Zhangke, et al.
Published: (2026)
by: Yang, Zhangke, et al.
Published: (2026)
Inverse Design of Block Polymer Materials with Desired Nanoscale Structure and Macroscale Properties
by: Liao, Vinson, et al.
Published: (2025)
by: Liao, Vinson, et al.
Published: (2025)
Microscopic Basis for Recovery Rheology and the Nonequilibrium Structure,Yielding, and Flow of Dense Particle Suspensions
by: Mutneja, Anoop, et al.
Published: (2026)
by: Mutneja, Anoop, et al.
Published: (2026)
A Guide to Fully Characterize the Fracture Properties of Cementitious Materials from Simple Experiments
by: Saha, Subhrangsu, et al.
Published: (2026)
by: Saha, Subhrangsu, et al.
Published: (2026)
Drying of Soft Colloidal Films
by: Kuk, Keumkyung, et al.
Published: (2024)
by: Kuk, Keumkyung, et al.
Published: (2024)
Turning Porous Functional Materials into Directional Transport Platforms with Unidirectional Surface Acoustic Waves
by: Jayakumar, Sujith, et al.
Published: (2026)
by: Jayakumar, Sujith, et al.
Published: (2026)
Scattering-Based Structural Inversion of Soft Materials via Kolmogorov-Arnold Networks
by: Tung, Chi-Huan, et al.
Published: (2024)
by: Tung, Chi-Huan, et al.
Published: (2024)
Experimental measurements of the granular density of modes via impact
by: Blue, Sydney A., et al.
Published: (2024)
by: Blue, Sydney A., et al.
Published: (2024)
Observing the Glass and Jamming Transitions of Dense Granular Material in Microgravity
by: Mayo, Christopher, et al.
Published: (2025)
by: Mayo, Christopher, et al.
Published: (2025)
Machine Eye for Defects: Machine Learning-Based Solution to Identify and Characterize Topological Defects in Textured Images of Nematic Materials
by: Ren, Haijie, et al.
Published: (2023)
by: Ren, Haijie, et al.
Published: (2023)
A Variational Theory for Soft Shells
by: Sonnet, Andre M., et al.
Published: (2025)
by: Sonnet, Andre M., et al.
Published: (2025)
Soft Electromechanical Elastomers Impervious to Instability
by: Katusele, Daniel, et al.
Published: (2025)
by: Katusele, Daniel, et al.
Published: (2025)
Systematic Design of Local Rules for Directing Emergent Structure in Bottom-Up Systems
by: Slezak, Andrew, et al.
Published: (2026)
by: Slezak, Andrew, et al.
Published: (2026)
Designing aperiodic to periodic interfaces
by: Coates, Sam
Published: (2024)
by: Coates, Sam
Published: (2024)
Sliding Friction of Hard Sliders on Rubber: Theory and Experiment
by: Xu, R., et al.
Published: (2025)
by: Xu, R., et al.
Published: (2025)
Intelligent Soft Matter: Towards Embodied Intelligence
by: Baulin, Vladimir A., et al.
Published: (2025)
by: Baulin, Vladimir A., et al.
Published: (2025)
Surface Furrowing Instability in Everting Soft Solids
by: Hwang, Jonghyun, et al.
Published: (2024)
by: Hwang, Jonghyun, et al.
Published: (2024)
Experimental and numerical study of a second-order transition in the behavior of confined self-propelled particles
by: Barone, E., et al.
Published: (2023)
by: Barone, E., et al.
Published: (2023)
Accelerated Bayesian Inference for Molecular Simulations using Local Gaussian Process Surrogate Models
by: Shanks, B. L., et al.
Published: (2023)
by: Shanks, B. L., et al.
Published: (2023)
Characterizations of sharp solute-solvent interfaces in hydrophobic environments via cylindrical coordinates
by: Xiao, Hao
Published: (2024)
by: Xiao, Hao
Published: (2024)
Accessing the Free Expansion of a Crystalline Colloidal Drop by Optical Experiments
by: Witt, Marcus, et al.
Published: (2024)
by: Witt, Marcus, et al.
Published: (2024)
Topology Optimization of Pneumatic Soft Actuators Based on Porohyperelasticity
by: Mehta, Sumit, et al.
Published: (2025)
by: Mehta, Sumit, et al.
Published: (2025)
Spontaneous Motion of Liquid Droplets on Soft Gradient Surfaces
by: Zhao, Weiwei, et al.
Published: (2024)
by: Zhao, Weiwei, et al.
Published: (2024)
Similar Items
-
Bayesian optimal design accelerates discovery of material properties from bubble dynamics
by: Chu, Tianyi, et al.
Published: (2024) -
Parsimonious inertial cavitation rheometry via bubble collapse time
by: Zhu, Zhiren, et al.
Published: (2023) -
Thermodynamic Basis of Sugar-Dependent Polymer Stabilization: Informing Biologic Formulation Design
by: Muralikrishnan, Praveen, et al.
Published: (2025) -
Experimental exploration of geometric cohesion and solid fraction in columns of highly non-convex Platonic polypods
by: Aponte, David, et al.
Published: (2024) -
Autonomous Small-Angle Scattering for Accelerated Soft Material Formulation Optimization
by: Martin, Tyler B., et al.
Published: (2025)