Directed evolution effectively selects for DNA based physical reservoir computing networks capable of multiple tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Pandey, Tanmay, Feketa, Petro, Steinkühler, Jan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BoltzmaNN: Predicting effective pair potentials and equations of state using neural networks
by: Berressem, Fabian, et al.
Published: (2019)
by: Berressem, Fabian, et al.
Published: (2019)
Enumerating low-frequency nonphononic vibrations in computer glasses
by: Lerner, Edan, et al.
Published: (2024)
by: Lerner, Edan, et al.
Published: (2024)
Generalizing multiple memories from a single drive: The hysteron latch
by: Lindeman, Chloe W., et al.
Published: (2023)
by: Lindeman, Chloe W., et al.
Published: (2023)
Bonding and the dynamics of glassy network liquids
by: Brown, M. H., et al.
Published: (2025)
by: Brown, M. H., et al.
Published: (2025)
On the shape of Gaussian scale-free polymer networks
by: Blavatska, V., et al.
Published: (2024)
by: Blavatska, V., et al.
Published: (2024)
Geometric control and memory in networks of hysteretic elements
by: Shohat, Dor, et al.
Published: (2024)
by: Shohat, Dor, et al.
Published: (2024)
Designing precise dynamical steady states in disordered networks
by: Berneman, Marc, et al.
Published: (2024)
by: Berneman, Marc, et al.
Published: (2024)
Spontaneous assembly of condensate networks during the demixing of structured fluids
by: Morimitsu, Yuma, et al.
Published: (2024)
by: Morimitsu, Yuma, et al.
Published: (2024)
Boson peak in covalent network glasses: Isostaticity and marginal stability
by: Mizuno, Hideyuki, et al.
Published: (2025)
by: Mizuno, Hideyuki, et al.
Published: (2025)
Darcy's law of yield stress fluids on a treelike network
by: Schimmenti, Vincenzo Maria, et al.
Published: (2022)
by: Schimmenti, Vincenzo Maria, et al.
Published: (2022)
Effects of coordination and stiffness scale-separation in disordered elastic networks
by: Lerner, Edan
Published: (2023)
by: Lerner, Edan
Published: (2023)
Scaling theory of critical strain-stiffening in disordered elastic networks
by: Lerner, Edan, et al.
Published: (2022)
by: Lerner, Edan, et al.
Published: (2022)
Graph neural network for multitask prediction of rheological and microstructural behavior in suspensions
by: Aminimajd, Armin, et al.
Published: (2026)
by: Aminimajd, Armin, et al.
Published: (2026)
Using graph neural networks to predict many-body interactions in amorphous materials
by: Ghomsheh, Mehryar Jannesari, et al.
Published: (2026)
by: Ghomsheh, Mehryar Jannesari, et al.
Published: (2026)
Building rigid networks with prestress and selective pruning
by: Cunha, Marco Aurelio Galvani, et al.
Published: (2023)
by: Cunha, Marco Aurelio Galvani, et al.
Published: (2023)
Dipolar order controls dielectric response of glass-forming liquids
by: Böhmer, Till, et al.
Published: (2024)
by: Böhmer, Till, et al.
Published: (2024)
Classifying the age of a glass based on structural properties: A machine learning approach
by: Janzen, Giulia, et al.
Published: (2023)
by: Janzen, Giulia, et al.
Published: (2023)
Towards probing velocity distributions in dense granular matter: Utilizing Fiber Bragg Gratings
by: Kunzner, Marlo, et al.
Published: (2025)
by: Kunzner, Marlo, et al.
Published: (2025)
The 2/3 Rule of Glass Physics Implies Universalities in Crystal Melting
by: Lunkenheimer, Peter, et al.
Published: (2025)
by: Lunkenheimer, Peter, et al.
Published: (2025)
Non-local physics-informed neural networks for forward and inverse solutions of granular flows
by: Zolfaghari, Saghar, et al.
Published: (2026)
by: Zolfaghari, Saghar, et al.
Published: (2026)
Time is length in self-similar logarithmic aging of physically cross-linked semiflexible polymer networks
by: Ilg, Patrick, et al.
Published: (2025)
by: Ilg, Patrick, et al.
Published: (2025)
Thermal activation drives a finite-size crossover from scale-free to runaway avalanches in amorphous solids
by: Rodriguez-Lopez, Gieberth, et al.
Published: (2026)
by: Rodriguez-Lopez, Gieberth, et al.
Published: (2026)
Aging of colloidal gels in microgravity
by: Datta, Swagata S., et al.
Published: (2025)
by: Datta, Swagata S., et al.
Published: (2025)
Deterministic Interrelation Between Elastic Moduli in Critically Elastic Materials
by: Jeon, Hongryol, et al.
Published: (2022)
by: Jeon, Hongryol, et al.
Published: (2022)
Sound Attenuation in Glasses
by: Szamel, Grzegorz, et al.
Published: (2025)
by: Szamel, Grzegorz, et al.
Published: (2025)
Instability cascades in crumpling mylar sheets follow a log-Poisson statistic
by: Boettcher, Stefan, et al.
Published: (2023)
by: Boettcher, Stefan, et al.
Published: (2023)
Anomalous Dynamical Heterogeneity in Active Glasses as a Signature of Violation of Mermin-Wagner-Hohenberg Theorem
by: Dey, Subhodeep, et al.
Published: (2026)
by: Dey, Subhodeep, et al.
Published: (2026)
Spatiotemporal Hierarchy of Slow Avalanches During Creep
by: Rudyak, Vladimir Yu., et al.
Published: (2025)
by: Rudyak, Vladimir Yu., et al.
Published: (2025)
Griffiths-like region explains the dynamic anomaly in metallic glass-forming liquids
by: Ma, Lin, et al.
Published: (2026)
by: Ma, Lin, et al.
Published: (2026)
Training cell stress patterns in 3D cellular packings
by: Ameen, Shabeeb, et al.
Published: (2026)
by: Ameen, Shabeeb, et al.
Published: (2026)
Enhanced Vibrational Stability in Glass Droplets
by: Chakraborty, Surajit, et al.
Published: (2023)
by: Chakraborty, Surajit, et al.
Published: (2023)
A simple model for dynamic heterogeneity in glass-forming liquids
by: Pandit, Rajib K., et al.
Published: (2022)
by: Pandit, Rajib K., et al.
Published: (2022)
Surface mobility gradient and emergent facilitation in glassy films
by: Zhai, Qiang, et al.
Published: (2024)
by: Zhai, Qiang, et al.
Published: (2024)
Universal mechanism of shear thinning in supercooled liquids
by: Mizuno, Hideyuki, et al.
Published: (2024)
by: Mizuno, Hideyuki, et al.
Published: (2024)
Disentangling hierarchical relaxations in glass formers via dynamic eigenmodes
by: Sun, Wensi, et al.
Published: (2025)
by: Sun, Wensi, et al.
Published: (2025)
Effect of the electrical double layer on the electrical conductivity of suspensions
by: Sushko, M. Ya., et al.
Published: (2022)
by: Sushko, M. Ya., et al.
Published: (2022)
Interacting Hysterons with Asymptotically Small or Large Spans
by: Teunisse, Margot, et al.
Published: (2025)
by: Teunisse, Margot, et al.
Published: (2025)
Elastoplastic Modelling of Cyclic Shear Deformation of Amorphous Solids
by: Khandare, Pushkar, et al.
Published: (2026)
by: Khandare, Pushkar, et al.
Published: (2026)
Understanding and Embracing Imperfection in Physical Learning Networks
by: Dillavou, Sam, et al.
Published: (2025)
by: Dillavou, Sam, et al.
Published: (2025)
Equilibrium Propagation for Dissipative Dynamics
by: Berneman, Marc, et al.
Published: (2025)
by: Berneman, Marc, et al.
Published: (2025)
Similar Items
-
BoltzmaNN: Predicting effective pair potentials and equations of state using neural networks
by: Berressem, Fabian, et al.
Published: (2019) -
Enumerating low-frequency nonphononic vibrations in computer glasses
by: Lerner, Edan, et al.
Published: (2024) -
Generalizing multiple memories from a single drive: The hysteron latch
by: Lindeman, Chloe W., et al.
Published: (2023) -
Bonding and the dynamics of glassy network liquids
by: Brown, M. H., et al.
Published: (2025) -
On the shape of Gaussian scale-free polymer networks
by: Blavatska, V., et al.
Published: (2024)