Results 131 to 140 of about 140,252 (207)

Vertical Deformation Mapping: Steering Optimiser Toward Flat Minima

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Standard deep learning optimisation is typically conducted on shape‐fixed loss surfaces. However, shape‐fixed loss surfaces may impede optimisers from reaching flat regions closely associated with strong generalisation. In this work, we propose a new paradigm named deformation mapping to deform the loss surface during optimisation.
Liangming Chen, Longbang Wang, Man‐Fai Leung, Jianfeng Li, Long Jin   +4 more
wiley   +1 more source

The Priming Effect of Auxiliary Line Construction on Mathematical Creative Thinking: An fNIRS Study. [PDF]

J Intell
Zhang C, An K, Li J, Yang Q, Song M, Wang L.   +5 more
europepmc   +1 more source

Graph-Convolutional-Beta-VAE for synthetic abdominal aortic aneurysm generation. [PDF]

Med Biol Eng Comput
Fabbri F, Scarpolini MA, Iollo A, Viola F, Tudisco F.   +4 more
europepmc   +1 more source

Classification of Broadband Oscillations Using Wavelet Convolution and Multi‐Channel Attention Network

Energy Internet, EarlyView.
ABSTRACT Accurate identification of broadband oscillation types is a prerequisite for implementing appropriate control strategies. The strongly nonlinear, nonstationary and multi‐modal characteristics of broadband oscillation signals impose higher demands on identification methods. Practical applications face challenges such as coupling effects between
Jinduo Yang, Ji Li, Yiyan Li, Yang Gao, Qingyuan Zhang, Yang Kou, Xiao Hu, WeiLe Liang   +7 more
wiley   +1 more source

A comprehensive review of coordinated operation of transmission‐distribution networks: Frameworks, problems and future trends

Energy Conversion and Economics, EarlyView.
Abstract The rapid growth of distributed energy resources (DERs) is reshaping the operational landscape of transmission and distribution networks, creating new challenges for maintaining system‐wide security, economic efficiency and flexibility. Transmission‐distribution (T‐D) coordination has emerged as an essential paradigm for facilitating multi ...
Yining Yang, Zechun Hu, Ninghui Yang, Alexis P. Zhao, Chenghong Gu   +4 more
wiley   +1 more source

Inverse design of cellular structures with the targeted nonlinear mechanical response. [PDF]

Sci Rep
Nakarmi S, Daphalapurkar NP, Lee KS, Kim J, Leiding JA, Dattelbaum DM, Luscher DJ.   +6 more
europepmc   +1 more source

An LLM‐Driven Approach for Power Grid Structure Synthesis and Visualization

Energy Conversion and Economics, EarlyView.
Abstract Research in power system is persistently hampered by the scarcity of high‐fidelity, public grid data due to security and privacy constraints. Existing unimodal synthesis methods fail to harmonize physical laws, visual representations and semantic descriptions, obstructing the application of multimodal large language models (LLMs) in the energy
Binye Ni, Xinlei Cai, Zhijun Shen, Zijie Meng, Han Yan, Yulin Song, Jianwei Huang   +6 more
wiley   +1 more source

PLNet: Persistent Laplacian neural network for protein-protein binding free energy prediction. [PDF]

Protein Sci
Xu X, Wang C, Wei GW, Chen J.
europepmc   +1 more source

Effect of Unit Cell Topology on Dielectric Properties of Periodic Lattice Materials Used for Functionally Graded Insulation

High Voltage, EarlyView.
ABSTRACT Periodic lattice material (PLM) is an innovative material system capable of rapidly and efficiently constructing functionally graded materials (FGMs). Among various PLM structures, triply periodic minimal surfaces (TPMS) exhibit numerous advantages, making TPMS‐based lattice materials a potential candidate to electrical FGMs.
Zihao Liu, Wendong Li, Peng Sun, Ni Wang, Xin Zhao, Yucheng Zhang, Chao Wang, Guanjun Zhang   +7 more
wiley   +1 more source

Realizing Shor's algorithm with topological acoustic phase bits. [PDF]

Commun Eng
Kuk I, Djordjevic IB, Runge K, Gabitov IR, Deymier PA.   +4 more
europepmc   +1 more source