Results 211 to 220 of about 202,833 (274)
Complexity and Statistical Physics Approaches to Earthquakes. [PDF]
Entropy (Basel)Michas G.
europepmc +1 more source
Deep Learning Methods in Soft Robotics: Architectures and Applications
Advanced Intelligent Systems, EarlyView.Soft robotics has seen intense research over the past two decades and offers a promising approach for future robotic applications. However, standard industrial methods may be challenging to apply to soft robots. Recent advances in deep learning provide powerful tools to analyze and design complex soft machines that can operate in unstructured ...
Tomáš Čakurda +3 more
wiley +1 more source
Continuous-Time Quantum Walk in Glued Trees: Localized State-Mediated Almost Perfect Quantum-State Transfer. [PDF]
Entropy (Basel)Pouthier V, Pepe L, Yalouz S.
europepmc +1 more source
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning
Advanced Intelligent Systems, EarlyView.This work introduces random‐forest‐based interpretable generative inverse design (RIGID), a new single‐shot inverse design method for metamaterials using interpretable machine learning and Markov chain Monte Carlo sampling. Once trained on a small dataset, RIGID can estimate the likelihood of designs achieving target behaviors (e.g., wave‐based ...
Wei (Wayne) Chen +4 more
wiley +1 more source
Calibration of stochastic, agent-based neuron growth models with approximate Bayesian computation. [PDF]
J Math BiolDuswald T +4 more
europepmc +1 more source
Scaling Limit of the Path Leading to the Leftmost Particle in a Branching Random Walk
, 2015 Xinxin Chen
openalex +2 more sources
Machine Learning‐Assisted Simulations and Predictions for Battery Interfaces
Advanced Intelligent Systems, EarlyView.This review summarizes machine learning (ML)‐assisted simulations and predictions at battery interfaces. It highlights how employing ML algorithms with machine vision, enables the lithium dendrite growth simulation, the solid–electrolyte interphase formation, and other interfacial dynamics.
Zhaojun Sun +4 more
wiley +1 more source
Range expansions across landscapes with quenched noise. [PDF]
Proc Natl Acad Sci U S ANuñez JG +3 more
europepmc +1 more source
Advanced Intelligent Systems, EarlyView.Single‐pump‐actuated transformable dual‐mode gripper (SATDG) that combines vacuum suction and granular jamming to effectively grasp objects ranging from 10 to 300 mm in size, spanning a vast 30‐fold range, with forces from 0.5 to 21 N, is studied. Using a bistable mechanism and origami structure, the SATDG can transform between two modes and activate ...
Tianle Pan +7 more
wiley +1 more source