High‐Throughput Nanorheology of Living Cells Powered by Supervised Machine Learning
Herein, atomic force microscopy (AFM) and machine learning are combined to determine the viscoelastic properties of living cells at the nanoscale. A universal regressor that predicts the viscoelastic properties of mammalian cells from AFM experiments is developed. The regressor predicts the viscoelastic parameters of two cell lines.
Jaime R. Tejedor, Ricardo Garcia
wiley +1 more source
Proficient trigonometrical-fitted two-derivative multistep collocation methods in predictor-corrector approach: Application to perturbed Kepler problem. [PDF]
Lee KC, Aris MNM, Hashim I, Senu N.
europepmc +1 more source
UP3: Unsupervised Predictive Path Planner for Mobile Robots in Unknown Environment
In this article, an unsupervised learning‐based predictive path planning framework UP3 for mobile robots is introduced. The framework employs attention‐based path optimization, control barrier functions, and a deep constraint correction module. UP3 allows the robot to use local observation to generate smooth, safe, and collision‐free path points toward
Jianing Luo+4 more
wiley +1 more source
Fringe Texture Driven Droplet Measurement End-to-End Network Based on Physics Aberrations Restoration of Coherence Scanning Interferometry. [PDF]
Zhang Z, Chen J, Yang H, Yin Z.
europepmc +1 more source
Kekulé Counts, Clar Numbers, and ZZ Polynomials for All Isomers of (5,6)-Fullerenes C52-C70. [PDF]
Witek HA, Podeszwa R.
europepmc +1 more source
Cardiac muscle contracts more efficiently at lower contraction frequencies. [PDF]
Pham T, Taberner AJ, Han JC.
europepmc +1 more source
Computing high-degree polynomial gradients in memory. [PDF]
Bhattacharya T+8 more
europepmc +1 more source
Continuous respiratory rate monitoring through temporal fusion of ECG and PPG signals. [PDF]
Lin Y, Song X, Zhao Y, Zhang C, Ding X.
europepmc +1 more source
Evans-Polanyi-like Formulations for Rapidly Predicting Key Depolymerization Barriers in Xylopyranoses: Toward the Faster Development of Kinetic Models for Hemicellulose Pyrolysis. [PDF]
Ayarde-Henríquez L+3 more
europepmc +1 more source