Copertina

Implicit Geometric Descriptor-Enabled ANN Framework for a Unified Structure-Property Relationship in Architected Nanofibrous Materials

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Maheswaran, Bhanugoban, Chawla, Komal, Gupta, Abhishek, Thevamaran, Ramathasan
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Materials Science
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Enduring mechanical memory from the constitutive response of elastically recoverable nanostructured materials
di: Gupta, Abhishek, et al.
Pubblicazione: (2025)

Embracing Nonlinearity and Geometry: A dimensional analysis guided design of shock absorbing materials
di: Gupta, Abhishek, et al.
Pubblicazione: (2024)

Decoupling dislocation multiplication and velocity effects in metals at extreme strain rates
di: Syrlybayev, Daniyar, et al.
Pubblicazione: (2026)

Momentum-Transfer Framework Unifies High-Velocity Impact and Failure Across Materials, Geometries, and Scales
di: Dharmadasa, Yasara, et al.
Pubblicazione: (2025)

Damping Reveals Hidden Dimensions in Elastic Metastructures Through Induced Transparency
di: Fang, Yanghao, et al.
Pubblicazione: (2024)

Bridging Crystal Structure and Material Properties via Bond-Centric Descriptors
di: Zhang, Jian-Feng, et al.
Pubblicazione: (2026)

Polycatenated Architected Materials
di: Zhou, Wenjie, et al.
Pubblicazione: (2024)

Random Combinatorial Libraries and Automated Nanoindentation for High-Throughput Structural Materials Discovery
di: Chawla, Vivek, et al.
Pubblicazione: (2025)

Structure-Property Relationship in Disordered Hyperuniform Materials: Microstructure Representation, Field Fluctuations and Effective Properties
di: Zhong, Liyu, et al.
Pubblicazione: (2025)

Structured Extraction of Process Structure Properties Relationships in Materials Science
di: Verma, Amit K, et al.
Pubblicazione: (2025)

Inverse Materials Design via Joint Generation of Crystal Structures and Local Electronic Descriptors
di: Okuda, Ibuki, et al.
Pubblicazione: (2026)

Phonon Band Center: A Robust Descriptor to Capture Anharmonicity
di: Mukherjee, Madhubanti, et al.
Pubblicazione: (2026)

Towards Universal Material Property Prediction with Deep Learning and Single-Descriptor electronic Density
di: Chen, Feng, et al.
Pubblicazione: (2025)

High-Throughput Search for Photostrictive Materials based on a Thermodynamic Descriptor
di: Xiang, Zeyu, et al.
Pubblicazione: (2024)

Unified Mapping of Multi-Site Electrocatalytic Activity Using a Single Descriptor
di: Dana, A., et al.
Pubblicazione: (2026)

Attention-Based Explainability for Structure-Property Relationships
di: Slautin, Boris N., et al.
Pubblicazione: (2025)

Descriptor-Enabled Rational Design of High-Entropy Materials Over Vast Chemical Spaces
di: Dey, Dibyendu, et al.
Pubblicazione: (2023)

LEIA: Learned Environment for Interactive Architected Materials
di: Yang, Haiqian, et al.
Pubblicazione: (2026)

Beyond Structure: Revolutionising Materials Discovery via AI-Driven Synthesis Protocol-Property Relationships
di: Lambard, Guillaume
Pubblicazione: (2026)

Physically Interpretable Descriptors Drive the Materials Design of Metal Hydrides for Hydrogen Storage
di: Jang, Seong-Hoon, et al.
Pubblicazione: (2025)

Bgolearn: a Unified Bayesian Optimization Framework for Accelerating Materials Discovery
di: Cao, Bin, et al.
Pubblicazione: (2026)

Material Hardness Descriptor Derived by Symbolic Regression
di: Tantardini, Christian, et al.
Pubblicazione: (2023)

Stiff and Deformable Quasicrystalline Architected Materials
di: Rosa, Matheus I. N., et al.
Pubblicazione: (2024)

Accelerated Discovery of Crystalline Materials with Record Ultralow Lattice Thermal Conductivity via a Universal Descriptor
di: Shen, Xingchen, et al.
Pubblicazione: (2025)

Descriptor and Graph-based Molecular Representations in Prediction of Copolymer Properties Using Machine Learning
di: Kazemi-Khasragh, Elaheh, et al.
Pubblicazione: (2025)

Modeling High Entropy Alloys' Mechanical Property through Natural Language-Derived Descriptors
di: Hsiao, Li-Cheng, et al.
Pubblicazione: (2026)

A Normalized Descriptor for Unbiased Screening of Second-Order Nonlinear Optical Materials
di: Nyiri, Aubrey G. J., et al.
Pubblicazione: (2025)

Agentic Design of Compositional Descriptors via Autoresearch for Materials Science Applications
di: Cobelli, Matteo, et al.
Pubblicazione: (2026)

A New Spin on Material Properties: Local Magnetic Structure in Functional and Quantum Materials
di: Frandsen, Benjamin A., et al.
Pubblicazione: (2024)

Effect of Niobium Doping on the Crystal Structure and Hydrogen Sorption Properties of TiFe: Combined Synchrotron X-ray Diffraction and Extended X-ray Absorption Fine Structure Study
di: Banerjee, Abhishek, et al.
Pubblicazione: (2026)

Influence of Heterogeneity on the Response of Architected Metamaterials
di: Joshi, Sarvesh, et al.
Pubblicazione: (2026)

Automated Extraction of Material Properties using LLM-based AI Agents
di: Ghosh, Subham, et al.
Pubblicazione: (2025)

Material-Property-Field-based Deep Neural Network in Hopfield Framework
di: Hu, Yanxiao, et al.
Pubblicazione: (2026)

EOSnet: Embedded Overlap Structures for Graph Neural Networks in Predicting Material Properties
di: Tao, Shuo, et al.
Pubblicazione: (2024)

A Machine Learning Framework for Modeling Ensemble Properties of Atomically Disordered Materials
di: Fang, Zhenyao, et al.
Pubblicazione: (2025)

Predicting the Curie Temperature of Magnetic Materials with Machine Learning: Descriptor Engineering, Graph Neural Networks, and the Role of Curated Data
di: Orang, Akram Abedi, et al.
Pubblicazione: (2025)

Curvature-Guided Mechanics and Design of Spinodal and Shell-Based Architected Materials
di: Dhulipala, Somayajulu, et al.
Pubblicazione: (2025)

Machine Learning Descriptors for Mapping Structure‐Property‐Performance Relationships of Perovskite Solar Cells
di: Yu Su, et al.
Pubblicazione: (2025)

Physics-Informed Glass-Structure Descriptors for Assessing the Intrinsic Reactivity of Mixed Amorphous-Crystalline Precursors in Alkali-Activated Materials
di: Pan, Zhu, et al.
Pubblicazione: (2026)

A Unified Framework of Bond-Associated Peridynamic Material Correspondence Models
di: Hu, Xuan, et al.
Pubblicazione: (2024)