Differentiable architecture search darts

Results 201 to 210 of about 4,888,790 (252)

RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation. [PDF]

Int J Comput Vis
Nath U, Wang Y, Turaga P, Yang Y.
europepmc +1 more source

Weakly Convex Ridge Regularization for 3D Non‐Cartesian MRI Reconstruction

Magnetic Resonance in Medicine, EarlyView.
ABSTRACT Purpose While highly accelerated non‐Cartesian acquisition protocols significantly reduce scan time, they often entail long reconstruction delays for 3D data. Deep learning–based reconstruction methods can alleviate this, but typically rely on complex, highly parametrized architectures.
German Shâma Wache +3 more
wiley +1 more source

Neural architecture search with Deep Radon Prior for sparse-view CT image reconstruction. [PDF]

Med Phys
Fu J, Cong P, Xu S, Chang J, Liu X, Sun Y. +5 more
europepmc +1 more source

Dynamic Performance Enhancement of a High‐Agility Hypersonic Mechanical System via a Learning‐Augmented Robust Control Architecture

International Journal of Mechanical System Dynamics, EarlyView.
ABSTRACT The design of control systems for high‐agility mechanical systems operating in extreme environments is a significant challenge in nonlinear dynamics. This paper addresses the complex dynamic control problem of a hypersonic interceptor, modeled as a multi‐input multi‐output (MIMO) mechanical system characterized by strong aerodynamic cross ...
Mohammad Mahdi Soori, Seyed Hossein Sadati +1 more
wiley +1 more source

Experimental and Machine Learning‐Based Process Optimization of UDCF/PA11 Composite Laminates for Hydrogen Storage Applications

Polymer Composites, EarlyView.
Process Optimization of UDCF/PA11 Composite Laminates. ABSTRACT This study presents a comprehensive approach to optimizing key processing parameters using the vacuum‐bag‐only hand lay‐up method for unidirectional carbon fiber‐reinforced polyamide 11 laminates intended for novel lightweight hydrogen pressure vessels.
Amir Mehrabianbardar +7 more
wiley +1 more source

TUH-NAS: A Triple-Unit NAS Network for Hyperspectral Image Classification. [PDF]

Sensors (Basel)
Chen F, Su B, Jia Z.
europepmc +1 more source

Proteomic Analysis of Mixed Cell Membrane Extracts From Triple‐Negative Breast Cancer Cell Lines Revealed Broad Metabolic Reprogramming Associated With Tumor Progression

PROTEOMICS, EarlyView.
ABSTRACT Triple‐negative breast cancer (TNBC) represents the most aggressive subtype with limited therapeutic options and the poorest clinical outcomes. Using high‐resolution nUPLC‐QTOF‐MS/MS, we performed comprehensive proteomic profiling of TNBC cell lines representing disease progression stages: HCC‐1937 (stage IIB), HCC‐1599 (stage IIIA), and MDA ...
Claudia Sissely Chaviano‐Montes de Oca +7 more
wiley +1 more source

TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction. [PDF]

Sensors (Basel)
Sharifi AA, Zoljodi A, Daneshtalab M.
europepmc +1 more source

Universal Phase Identification of Block Copolymers From Physics‐Informed Machine Learning

Journal of Polymer Science, Volume 63, Issue 6, Page 1433-1440, 15 March 2025.
ABSTRACT Block copolymers play a vital role in materials science due to their diverse self‐assembly behavior. Traditionally, exploring the block copolymer self‐assembly and associated structure–property relationships involve iterative synthesis, characterization, and theory, which is labor‐intensive both experimentally and computationally.
Xinyi Fang +6 more
wiley +1 more source

Evolutionary bi-level neural architecture search with training: A framework for color classification. [PDF]

Sci Rep
Gómez-Ortega MÁ +5 more
europepmc +1 more source

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