OPERA: A Unified Framework for AI-Assisted Polymer Metamaterial Design Through Operator Learning, Physics Embedding, and Normalizing-Flow Inverse Architecture. [PDF]
Enakoutsa K, Giorgio I.
europepmc +1 more source
Abstract Purpose Previous knee injury increases the risk of subsequent injury, even after functional recovery, yet residual gait, running or load alterations often go undetected in routine assessment. Wearable inertial measurement units (IMUs) may enable scalable detection of such alterations outside laboratory settings.
Christina Valle +11 more
wiley +1 more source
Invariant state modelling for robust adaptive intrusion detection in software-defined internet of things environments. [PDF]
Gowroju S +6 more
europepmc +1 more source
Post‐Fire Soil Organic Carbon Dynamics: Decline and Recovery Over Two Decades
ABSTRACT Wildfire can significantly alter soil organic carbon (SOC) dynamics in forest ecosystems, with complex temporal patterns following fire events. However, research on post‐fire SOC recovery remains limited, particularly in dry‐warm valley regions that are prone to frequent forest fires.
Yuxin Cen +7 more
wiley +1 more source
Topological data analysis and topological deep learning beyond persistent homology: a review. [PDF]
Su Z +7 more
europepmc +1 more source
Abstract Flow cytometry measures the optical properties of individual cells and has become essential for enumerating and characterizing marine phytoplankton. Yet systematic comparison of measurements across instruments remains limited, hampering data comparison across laboratories and long‐term time series.
Francois Ribalet +10 more
wiley +1 more source
Wave Propagation Analysis in the Homogenized Second-Gradient Medium: A Direct and Inverse Approach. [PDF]
Al Fayadh F, Lakiss H, Reda H.
europepmc +1 more source
Diffraction‐Free Natural Optical Skyrmions and Their Subwavelength Confinement Around Vortices
ABSTRACT Diffraction causes waves to spread out as they propagate freely. The tighter the lateral confinement, the faster the spreading. Past research on how to suppress diffraction has been based on wave engineering and has led so far to idealized waves that, in real settings, eventually diffract.
Nilo Mata‐Cervera +4 more
wiley +1 more source
A Review of Intense Electromagnetic Fields in Heavy-Ion Collisions: Theoretical Predictions and Experimental Results. [PDF]
Shen D +5 more
europepmc +1 more source
Detection of Microelectromechanical System Acoustics via Scanning Tunneling Microscopy. [PDF]
Elbertse RJG +4 more
europepmc +1 more source

