Cover Image

Dismai-Bench: Benchmarking and designing generative models using disordered materials and interfaces

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yong, Adrian Xiao Bin, Su, Tianyu, Ertekin, Elif
Format:	Preprint
Published:	2024
Subjects:	Materials Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CLAMM: a spin CLuster expansion--Monte Carlo toolkit for Alloys and Magnetic Materials
by: Blankenau, Brian, et al.
Published: (2025)

First-principles and cluster expansion study of the effect of magnetism on short-range order in Fe-Ni-Cr austenitic stainless steels
by: Su, Tianyu, et al.
Published: (2024)

Nitrogen-related short-range order in Fe-Ni-Cr austenitic stainless steels: first principles and cluster expansion study
by: Su, Tianyu, et al.
Published: (2025)

Investigation of Ga interstitial and vacancy diffusion in $β$-Ga$_2$O$_3$ via split defects: a direct approach via master diffusion equations
by: Lee, Channyung, et al.
Published: (2024)

Short-range order influences H distribution in Fe-Ni-Cr austenitic stainless steels
by: Su, Tianyu, et al.
Published: (2025)

Investigation of O interstitial diffusion in $β$-Ga$_2$O$_3$: direct approach via master diffusion equations
by: McKnight, Grace, et al.
Published: (2025)

Mapping the Configuration Space of Half-Heusler Compounds via Subspace Identification for Thermoelectric Materials Discovery
by: Pak, Angela, et al.
Published: (2025)

MatterGen: a generative model for inorganic materials design
by: Zeni, Claudio, et al.
Published: (2023)

SLayerGen: a Crystal Generative Model for all Space and Layer Groups
by: Chang, Rees, et al.
Published: (2026)

Site-projected Thermal Conductivity: Application to defects, interfaces, and homogeneously disordered materials
by: Gautam, A., et al.
Published: (2024)

Diffusion of acceptor dopants in monoclinic $β$-Ga$_2$O$_3$
by: Lee, Channyung, et al.
Published: (2025)

Configurational Disorder, Strong Anharmonicity, and Coupled Host Dynamics Lead to Superionic Transport in Li3YCl6 (LYC)
by: Ballal Ahammed, et al.
Published: (2024)

Graphene-hBN interlayer interactions from quantum Monte Carlo
by: Krongchon, Kittithat, et al.
Published: (2025)

Auto-resolving the atomic structure at van der Waals interfaces using a generative model
by: Huang, Wenqiang, et al.
Published: (2024)

3D Mapping of Defects and Moiré Corrugations via Electron Ptychography Atomic Coordinate Retrieval
by: Huang, Jeffrey, et al.
Published: (2025)

Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
by: Huang, Kevin Han, et al.
Published: (2025)

Representation-space diffusion models for generating periodic materials
by: Sinha, Anshuman, et al.
Published: (2024)

Integrating electronic structure into generative modeling of inorganic materials
by: Park, Junkil, et al.
Published: (2025)

A generative material transformer using Wyckoff representation
by: De Breuck, Pierre-Paul, et al.
Published: (2025)

Disentangling competing interactions in disordered materials using interaction space modelling
by: Schmidt, Ella M., et al.
Published: (2024)

PSP-GEN: Stochastic inversion of the Process-Structure-Property chain in materials design through deep, generative probabilistic modeling
by: Zang, Yaohua, et al.
Published: (2024)

Generative design of inorganic materials
by: Recatala-Gomez, Jose, et al.
Published: (2026)

Sustainability-informed materials design
by: Woods-Robinson, Rachel, et al.
Published: (2026)

Fracture of disordered and stochastic lattice materials
by: Fulco, Sage, et al.
Published: (2025)

Local structural disorder in crystalline materials
by: Zacharias, Marios, et al.
Published: (2025)

Can we teach generative artificial intelligence the design language of engineered living materials?
by: Lantada, Andrés Díaz, et al.
Published: (2026)

A length-scale insensitive cohesive phase-field interface model: application to concurrent bulk and interface fracture simulation in Lithium-ion battery materials
by: Chen, Wan-Xin, et al.
Published: (2024)

Atom-by-atom Imaging of Moiré Phasons using Electron Ptychography
by: Zhang, Yichao, et al.
Published: (2025)

Space Group Equivariant Crystal Diffusion
by: Chang, Rees, et al.
Published: (2025)

Simultaneous measurement of pressure-dependent bulk and interfacial thermal properties in thermal interface materials using square-pulsed source thermoreflectance
by: Chen, Tao, et al.
Published: (2026)

Multi-property directed generative design of inorganic materials through Wyckoff-augmented transfer learning
by: Yamazaki, Shuya, et al.
Published: (2025)

Targeting the partition function of chemically disordered materials with a generative approach based on inverse variational autoencoders
by: Karcz, Maciej J., et al.
Published: (2024)

MEIDNet: Multimodal generative AI framework for inverse materials design
by: Babu, Anand, et al.
Published: (2026)

AI-ready design of realistic 2D materials and interfaces with Mat3ra-2D
by: Biryukov, Vsevolod, et al.
Published: (2026)

Quantitative Modeling of Point Defects in $β$-Ga2O3 Combining Hybrid Functional Energetics with Semiconductor and Processes Thermodynamics
by: Arnab, Khandakar Aaditta, et al.
Published: (2025)

Twisted oxide membrane interface by local atomic registry design
by: Kim, Min-Su, et al.
Published: (2025)

Femtosecond concerted rotation of molecules on a 2D material interface
by: Baumgärtner, Kiana, et al.
Published: (2023)

Ferroelectric dynamic-field-driven nucleation and growth model for predictive materials-to-circuit co-design
by: Liang, Yi, et al.
Published: (2026)

A chemical language model for reticular materials design
by: Menon, Dhruv, et al.
Published: (2026)

Substrate-aware computational design of two-dimensional materials
by: Mazitov, Arslan, et al.
Published: (2024)