Results 111 to 120 of about 2,664,283 (267)
A Unifying Approach to Self‐Organizing Systems Interacting via Conservation Laws
Advanced Intelligent Discovery, EarlyView.The article develops a unified way to model and analyze self‐organizing systems whose interactions are constrained by conservation laws. It represents physical/biological/engineered networks as graphs and builds projection operators (from incidence/cycle structure) that enforce those constraints and decompose network variables into constrained versus ...
F. Barrows +7 more
wiley +1 more source
The Configuration Space of Two Particles Moving on a Graph [PDF]
, 2010 In this thesis we study the configuration space, F (Γ, 2), of two particles moving without collisions on a graph Γ with a view to calculating the Betti numbers of this space. We develop an intersection theory for cycles in graphs inspired by the classical
BARNETT, KATHRYN
core
Wasit Journal of Computer and Mathematics ScienceThe paper proposes to evaluate attention-based explainable artificial intelligence (XAI) models for their potential to detect zero-day attacks on Internet of Things (IoT) networks.
Zainab Raheem Oleiwi Algraiti +1 more
doaj +1 more source
Harnessing Digital Microstructure for Simulation‐Guided Optimization of Permanent Magnets
Advanced Intelligent Discovery, EarlyView.An experimental‐to‐computational workflow is presented that transforms experimental 3D focused ion beam‐scanning electron microscopy data into a simulation‐ready digital microstructure for multiphase functional materials. Using heavy‐rare‐earth‐free Nd–Fe–B magnets as a model system, the approach quantifies grain connectivity across complex secondary ...
Nikita Kulesh +4 more
wiley +1 more source
Polyhedral Computations for the Simple Graph Partitioning Problem [PDF]
The simple graph partitioning problem is to partition an edge-weighted graph into mutually disjoint subgraphs, each containing no more than b nodes, such that the sum of the weights of all edges in the subgraphs is maximal.
Sørensen, Michael M.
core
Pseudo-orientable ribbon graphs: Matrix--Quasi-tree Theorem and log-concavity
1) We added counterexamples to some questions posed in the previous version. 2) We added a characterization of pseudo-orientability suggested by Mark Ellingham. 3) Because of this new characterization, we simplified a proof and reorganized the material in Section ...
Ding, Changxin, Kim, Donggyu
openaire +2 more sources
Advanced Intelligent Discovery, EarlyView.Materials informatics and autonomous experimentation are transforming the discovery of organic molecular crystals. This review presents an integrated molecule–crystal–function–optimization workflow combining machine learning, crystal structure prediction, and Bayesian optimization with robotic platforms.
Takuya Taniguchi +2 more
wiley +1 more source
A Critical Assessment of Bonding Descriptors for Predicting Materials Properties
Advanced Intelligent Discovery, EarlyView.The impact of new bonding descriptors in machine learning models for predicting material properties is assessed. Improvements are validated using significance tests, and new, intuitive descriptors for screening lattice thermal conductivity and projected force constants are introduced.
Aakash Ashok Naik +6 more
wiley +1 more source
Frontiers in NeuroroboticsChinese–English machine translation based on neural network model strictly adopts the sequential modeling method of encoder–decoder. However, this traditional method cannot make effective use of syntactic information and linguistic hierarchy information.
Xin Qi, Hang Bao
doaj +1 more source
Advanced Intelligent Discovery, EarlyView.This research demonstrates that the combination of domain knowledge–based multiple regression, multi‐objective Bayesian optimization, and generative models is a suitable prediction tool for candidates of high refractive index polymers, even with the constraints in the model trained on limited data. The experimental validation can reproduce the proposed
Takuya Yokoo +3 more
wiley +1 more source