A sea turtle‐inspired amphibious robot uses simulation‐guided optimization to adapt its flipper coordination to different environments. Sensitivity analysis and multiobjective Bayesian optimization identify terrain‐dependent controllers that are validated on hardware.
Nnamdi C. Chikere, Yasemin Ozkan‐Aydin
wiley +1 more source
Ambiguity in Solving Imaging Inverse Problems with Deep-Learning-Based Operators. [PDF]
Evangelista D +3 more
europepmc +1 more source
Consensus Formation and Change are Enhanced by Neutrality
Neutral agents are shown to enhance both the formation and overturning of consensus in collective decision‐making. A general mathematical model and experiments with locusts and humans reveal that neutrality enables robust consensus via simple interactions and accelerates consensus change by reducing effective population size.
Andrei Sontag +3 more
wiley +1 more source
D-Flow SGLD: Source-Space Posterior Sampling for Scientific Inverse Problems with Flow Matching. [PDF]
Parikh MH, Chen Y, Wang JX.
europepmc +1 more source
A Perspective on the Applications of Triphasic Gas Storage in Electrochemical Systems
Gas storage in microporous materials positioned locally at an electrode or electrocatalyst surface enhances electrochemical processes. Abstract Microporous materials store gases under dry conditions (e.g., hydrogen or oxygen via physisorption), but in some cases microporous materials also show triphasic (e.g., in a solid|gas|liquid system) gas storage ...
Zhongkai Li +9 more
wiley +1 more source
Bayesian bilevel operator learning with low-rank adaptation for efficient uncertainty quantification of PDE inverse problems. [PDF]
Zhang RZ, Miles CE, Xie X, Lowengrub JS.
europepmc +1 more source
Momentum-Net: Fast and Convergent Iterative Neural Network for Inverse Problems. [PDF]
Chun IY, Huang Z, Lim H, Fessler JA.
europepmc +1 more source
Solid Harmonic Wavelet Bispectrum for Image Analysis
The Solid Harmonic Wavelet Bispectrum (SHWB), a rotation‐ and translation‐invariant descriptor that captures higher‐order (phase) correlations in signals, is introduced. Combining wavelet scattering, bispectral analysis, and group theory, SHWB achieves interpretable, data‐efficient representations and demonstrates competitive performance across texture,
Alex Brown +3 more
wiley +1 more source
Introduction: frontiers of applied inverse problems in science and engineering. [PDF]
Smyl D, Hauptmann A, Tallman T.
europepmc +1 more source
Generalized statistics: Applications to data inverse problems with outlier-resistance. [PDF]
Dos Santos Lima GZ +4 more
europepmc +1 more source

