Results 211 to 220 of about 147,152 (326)

On the Parameterized Complexity of Grid Contraction [PDF]

, 2020
Saket Saurabh, Uéverton S. Souza, Prafullkumar Tale   +2 more
openalex   +1 more source

What to Make and How to Make It: Combining Machine Learning and Statistical Learning to Design New Materials

Advanced Intelligent Discovery, EarlyView.
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley   +1 more source

DPDQN-TER: An Improved Deep Reinforcement Learning Approach for Mobile Robot Path Planning in Dynamic Scenarios. [PDF]

Sensors (Basel)
Gao S, Xu Y, Guo X, Liu C, Wang X.
europepmc   +1 more source

Inverse Design of Alloys via Generative Algorithms: Optimization and Diffusion within Learned Latent Space

Advanced Intelligent Discovery, EarlyView.
This work presents a novel generative artificial intelligence (AI) framework for inverse alloy design through operations (optimization and diffusion) within learned compact latent space from variational autoencoder (VAE). The proposed work addresses challenges of limited data, nonuniqueness solutions, and high‐dimensional spaces.
Mohammad Abu‐Mualla, Ellis Crabtree, Fredrick Michael, Yayue Pan, Jida Huang   +4 more
wiley   +1 more source

Fuzzy soft tensor based group decision making approach with application to heterogeneous wireless network evaluation. [PDF]

Sci Rep
Bilal M, Chaoqian L, Popa IL.
europepmc   +1 more source

Parameterized Complexity and Inapproximability of Dominating Set Problem in Chordal and Near Chordal Graphs. [PDF]

J Comb Optim, 2010
Liu C, Song Y.
europepmc   +1 more source

Identification of Exhaled Volatile Organic Compounds Biomarkers for Lung Cancer Under Data‐Limited Conditions Using Data Augmentation and Multi‐View Feature Selection

Advanced Intelligent Discovery, EarlyView.
This work introduces a novel framework for identifying non‐small cell lung cancer biomarkers from hundreds of volatile organic compounds in breath, analyzed via gas chromatography‐mass spectrometry. This method integrates generative data augmentation and multi‐view feature selection, providing a stable and accurate solution for biomarker discovery in ...
Guancheng Ren, Bohao Liu, Zhiyuan Qu, Xue Jiang, Heng Zhao, Danyao Qu, Ruizhi Ning, Chen Su, Taoping Liu, Guangjian Zhang, Weiwei Wu   +10 more
wiley   +1 more source

Improved data driven strategy for aircraft controller design. [PDF]

Sci Rep
Jianhong W, Ramirez-Mendoza RA, Pena-Bermudez JC, Ruchun W.   +3 more
europepmc   +1 more source

Parameterized Complexity of Temporal Connected Components: Treewidth and k-Path Graphs [PDF]

Argyrios Deligkas, Michelle Döring, Eduard Eiben, Tiger-Lily Goldsmith, George Skretas, Georg Tennigkeit   +5 more
openalex   +1 more source

The Parameterized Complexity of Guarding Almost Convex Polygons

, 2020
Akanksha Agrawal, Kristine V. K. Knudsen, Daniel Lokshtanov, Saket Saurabh, Meirav Zehavi   +4 more
openalex   +1 more source