Cover Image

Autonomous Small-Angle Scattering for Accelerated Soft Material Formulation Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Martin, Tyler B., Sutherland, Duncan R., McDannald, Austin, Kusne, A. Gilad, Beaucage, Peter A.
Format:	Preprint
Published:	2025
Subjects:	Soft Condensed Matter Computational Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AutoSAS: a new human-aside-the-loop paradigm for automated SAS fitting for high throughput and autonomous experimentation
by: Sutherland, Duncan R., et al.
Published: (2025)

Small-Angle X-ray Scattering Unveils the Internal Structure of Lipid Nanoparticles
by: Spinozzi, Francesco, et al.
Published: (2023)

Insights into Formation of Bicontinuous Emulsion Gels via in-situ (Ultra-)Small Angle X-ray Scattering
by: Alting, Meyer T., et al.
Published: (2025)

Computational Reverse Engineering Analysis of Scattering Experiments Method for Interpretation of 2D Small-Angle Scattering Profiles (CREASE-2D)
by: Akepati, Sri Vishnuvardhan Reddy, et al.
Published: (2024)

A Python Framework for Parameter Sweep-based Evaluation of Clustering Algorithms on Synthetic Phase Diagrams
by: Martin, Tyler, et al.
Published: (2025)

Deep Learning the Small-Angle Scattering of Polydisperse Hard Rods
by: Ding, Lijie, et al.
Published: (2026)

Machine Learning Inversion from Small-Angle Scattering for Charged Polymers
by: Ding, Lijie, et al.
Published: (2025)

Deciphering the Small-Angle Scattering of Polydisperse Hard Spheres using Deep Learning
by: Ding, Lijie, et al.
Published: (2025)

Complex Effects of Salt on Small-Angle X-ray Scattering of BSA Originate From the Interplay of Ions and Hydration Water
by: Dhiman, Anshika, et al.
Published: (2026)

Dielectrophoretic response and electro-deformation of soft bioparticles interacting with a metallo-dielectric Janus active particle
by: Cao, Donggang, et al.
Published: (2025)

Scattering-Based Structural Inversion of Soft Materials via Kolmogorov-Arnold Networks
by: Tung, Chi-Huan, et al.
Published: (2024)

CREASE-2D Analysis of Small Angle X-ray Scattering Data from Supramolecular Dipeptide Systems
by: Gupta, Nitant, et al.
Published: (2025)

A correction tensor for approximating drag on slow-moving particles of arbitrary shape
by: Lockerby, Duncan A.
Published: (2025)

Topology Optimization of Pneumatic Soft Actuators Based on Porohyperelasticity
by: Mehta, Sumit, et al.
Published: (2025)

Optimizing properties on the critical rigidity manifold of underconstrained central-force networks
by: Hain, Tyler, et al.
Published: (2024)

Surface Furrowing Instability in Everting Soft Solids
by: Hwang, Jonghyun, et al.
Published: (2024)

Dynamic versus quasi-static response of a cantilevered beam rotated harmonically
by: Yakir, Gilad, et al.
Published: (2026)

Conservative yet constitutively odd elasticity in prestressed metamaterials
by: Engstrom, Tyler A., et al.
Published: (2025)

Drying of Soft Colloidal Films
by: Kuk, Keumkyung, et al.
Published: (2024)

Variational Formulation of Local Molecular Field Theory
by: Rogers, David M.
Published: (2025)

Polyamorphism in Glassy Network Materials
by: Hall-Brown, Max, et al.
Published: (2026)

Controlled Locomotion of a Minimal Soft Structure by Stick-Slip Nonlinearity
by: Barois, Thomas, et al.
Published: (2024)

Accelerating Bayesian Optimal Experimental Design via Local Radial Basis Functions: Application to Soft Material Characterization
by: Chu, Tianyi, et al.
Published: (2025)

Intelligent Soft Matter: Towards Embodied Intelligence
by: Baulin, Vladimir A., et al.
Published: (2025)

Autonomous Engulfment of Active Colloids by Giant Lipid Vesicles
by: Fessler, Florent, et al.
Published: (2024)

Synthetic Oil Gels With Organoclays In The Formulation Of Magnetorheological Fluids
by: da Rocha, Jose Henrique Rodrigues, et al.
Published: (2024)

Effects of Ionic Strength on the Morphology, Scattering, and Mechanical Response of Neurofilament-Derived Protein Brushes
by: Yokokura, Takashi J., et al.
Published: (2023)

Scattered waves fuel emergent activity
by: King, Ella M., et al.
Published: (2024)

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)

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)

Accelerated snapping of slender beams under lateral forcing
by: Meulblok, Colin M., et al.
Published: (2025)

Machine Learning-Enabled Mechanical Analysis and Optimization of Bioinspired Functionally Graded Materials
by: Yang, Zhangke, et al.
Published: (2026)

Observing the Glass and Jamming Transitions of Dense Granular Material in Microgravity
by: Mayo, Christopher, et al.
Published: (2025)

A Variational Theory for Soft Shells
by: Sonnet, Andre M., et al.
Published: (2025)

Soft Electromechanical Elastomers Impervious to Instability
by: Katusele, Daniel, et al.
Published: (2025)

Advanced Manufacturing with Renewable and Bio-based Materials: AI/ML workflows and Process Optimization
by: Advincula, Rigoberto, et al.
Published: (2026)

Thermodynamic Basis of Sugar-Dependent Polymer Stabilization: Informing Biologic Formulation Design
by: Muralikrishnan, Praveen, et al.
Published: (2025)

A Machine Learning Closure for Polymer Integral Equation Theory
by: Feng, Zhihao, et al.
Published: (2025)

MIPS is a Maxwell fluid with an extended and non-monotonic crossover
by: Martín-Roca, José, et al.
Published: (2025)

Anisotropic run-and-tumble-turn dynamics
by: Loewe, Benjamin, et al.
Published: (2023)