High Entropy Alloy property predictions using Transformer-based language model
Fuente:
arXiv
Saved in:
| Main Authors: | Kamnis, Spyros, Delibasis, Konstantinos |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-vertebral CT-based FE models implementing linear isotropic population-based material properties for the intervertebral discs cannot accurately predict strains
by: Garavelli, Chiara, et al.
Published: (2024)
by: Garavelli, Chiara, et al.
Published: (2024)
Conditional diffusion model for inverse prediction of process parameters and dendritic microstructures from mechanical properties
by: Ikeda, Arisa, et al.
Published: (2024)
by: Ikeda, Arisa, et al.
Published: (2024)
Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties
by: Liu, Ning, et al.
Published: (2024)
by: Liu, Ning, et al.
Published: (2024)
Inverse prediction of capacitor multiphysics dynamic parameters using deep generative model
by: Lim, Kart-Leong, et al.
Published: (2026)
by: Lim, Kart-Leong, et al.
Published: (2026)
MambaStock: Selective state space model for stock prediction
by: Shi, Zhuangwei
Published: (2024)
by: Shi, Zhuangwei
Published: (2024)
A parametric framework for kernel-based dynamic mode decomposition using deep learning
by: Kevopoulos, Konstantinos, et al.
Published: (2024)
by: Kevopoulos, Konstantinos, et al.
Published: (2024)
SELF-BART : A Transformer-based Molecular Representation Model using SELFIES
by: Priyadarsini, Indra, et al.
Published: (2024)
by: Priyadarsini, Indra, et al.
Published: (2024)
ViT-Transformer: Self-attention mechanism based constitutive modeling for nonlinear heterogeneous materials
by: Zhou, Yijing, et al.
Published: (2025)
by: Zhou, Yijing, et al.
Published: (2025)
Deep peak property learning for efficient chiral molecules ECD spectra prediction
by: Li, Hao, et al.
Published: (2024)
by: Li, Hao, et al.
Published: (2024)
EV-STLLM: Electric vehicle charging forecasting based on spatio-temporal large language models with multi-frequency and multi-scale information fusion
by: Fan, Hang, et al.
Published: (2025)
by: Fan, Hang, et al.
Published: (2025)
Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling
by: Zheng, Li, et al.
Published: (2023)
by: Zheng, Li, et al.
Published: (2023)
Style-constrained inverse design of microstructures with tailored mechanical properties using unconditional diffusion models
by: Xu, Weipeng, et al.
Published: (2026)
by: Xu, Weipeng, et al.
Published: (2026)
Knowledge-based model validation using a custom metric
by: Henkelmann, Nicola, et al.
Published: (2024)
by: Henkelmann, Nicola, et al.
Published: (2024)
Value of Information-based assessment of strain-based thickness loss monitoring in ship hull structures
by: Silionis, Nicholas E., et al.
Published: (2025)
by: Silionis, Nicholas E., et al.
Published: (2025)
A local basis approximation approach for nonlinear parametric model order reduction
by: Vlachas, Konstantinos, et al.
Published: (2020)
by: Vlachas, Konstantinos, et al.
Published: (2020)
Transformer-based Topology Optimization
by: Lutheran, Aaron, et al.
Published: (2025)
by: Lutheran, Aaron, et al.
Published: (2025)
FFT-based surrogate modeling of auxetic metamaterials with real-time prediction of effective elastic properties and swift inverse design
by: Danesh, Hooman, et al.
Published: (2024)
by: Danesh, Hooman, et al.
Published: (2024)
Auto-Regressive Model with Exogenous Input--ARX--based traffic-flow prediction
by: Ying, Jun, et al.
Published: (2024)
by: Ying, Jun, et al.
Published: (2024)
Test-time data augmentation: improving predictions of recurrent neural network models of composites
by: Uvdal, Petter, et al.
Published: (2024)
by: Uvdal, Petter, et al.
Published: (2024)
Physics-Informed Transformer for Real-Time High-Fidelity Topology Optimization
by: Lutheran, Aaron, et al.
Published: (2026)
by: Lutheran, Aaron, et al.
Published: (2026)
Deep learning-based predictive modelling of transonic flow over an aerofoil
by: Chen, Li-Wei, et al.
Published: (2024)
by: Chen, Li-Wei, et al.
Published: (2024)
Towards reproducible machine learning-based process monitoring and quality prediction research for additive manufacturing
by: Xie, Jiarui, et al.
Published: (2024)
by: Xie, Jiarui, et al.
Published: (2024)
Inference in the presence of model-form uncertainties: Leveraging a prediction-oriented approach to improve uncertainty characterization
by: White, Rebekah, et al.
Published: (2026)
by: White, Rebekah, et al.
Published: (2026)
DiffLiB: High-fidelity differentiable modeling of lithium-ion batteries and efficient gradient-based parameter identification
by: Xu, Weipeng, et al.
Published: (2025)
by: Xu, Weipeng, et al.
Published: (2025)
IVE: Enhanced Probabilistic Forecasting of Intraday Volume Ratio with Transformers
by: Lee, Hanwool, et al.
Published: (2024)
by: Lee, Hanwool, et al.
Published: (2024)
Model-based reinforcement corrosion prediction: Continuous calibration with Bayesian optimization and corrosion wire sensor data
by: Potnis, A., et al.
Published: (2024)
by: Potnis, A., et al.
Published: (2024)
Parameter conditioned interpretable U-Net surrogate model for data-driven predictions of convection-diffusion-reaction processes
by: Kastor, Michael Urs Lars, et al.
Published: (2026)
by: Kastor, Michael Urs Lars, et al.
Published: (2026)
HRFT: Mining High-Frequency Risk Factor Collections End-to-End via Transformer
by: Xu, Wenyan, et al.
Published: (2024)
by: Xu, Wenyan, et al.
Published: (2024)
Online Vehicle Routing with Pickups and Deliveries under Time-Dependent Travel-Time Constraints
by: Kontogiannis, Spyros, et al.
Published: (2024)
by: Kontogiannis, Spyros, et al.
Published: (2024)
Dynamic stacking ensemble learning with investor knowledge representations for stock market index prediction based on multi-source financial data
by: Gao, Ruize, et al.
Published: (2025)
by: Gao, Ruize, et al.
Published: (2025)
EXFormer: A Multi-Scale Trend-Aware Transformer with Dynamic Variable Selection for Foreign Exchange Returns Prediction
by: Liu, Dinggao, et al.
Published: (2025)
by: Liu, Dinggao, et al.
Published: (2025)
Heterogeneous computing in a strongly-connected CPU-GPU environment: fast multiple time-evolution equation-based modeling accelerated using data-driven approach
by: Ichimura, Tsuyoshi, et al.
Published: (2024)
by: Ichimura, Tsuyoshi, et al.
Published: (2024)
Dislocation-based crystal plasticity simulation on grain-size dependence of mechanical properties in dual-phase steels
by: Suzuki, Misato, et al.
Published: (2024)
by: Suzuki, Misato, et al.
Published: (2024)
An Entropy-Stable/Double-Flux scheme for the multi-component compressible Navier-Stokes equations
by: Badrkhani, Vahid, et al.
Published: (2025)
by: Badrkhani, Vahid, et al.
Published: (2025)
Image-based adaptive domain decomposition for continuum damage models
by: Pantidis, Panos, et al.
Published: (2024)
by: Pantidis, Panos, et al.
Published: (2024)
A hierarchical Bayesian approach for population-based structural health monitoring in ship hull structures
by: Aravanis, Georgios, et al.
Published: (2025)
by: Aravanis, Georgios, et al.
Published: (2025)
Large language model-empowered next-generation computer-aided engineering
by: Guo, Jiachen, et al.
Published: (2025)
by: Guo, Jiachen, et al.
Published: (2025)
Bayesian Windkessel calibration using optimized 0D surrogate models
by: Richter, Jakob, et al.
Published: (2024)
by: Richter, Jakob, et al.
Published: (2024)
Convolutional neural network based reduced order modeling for multiscale problems
by: Zhang, Xuhan, et al.
Published: (2024)
by: Zhang, Xuhan, et al.
Published: (2024)
High-order projection-based upwind method for simulation of transitional turbulent flows
by: Lederer, Philip L., et al.
Published: (2024)
by: Lederer, Philip L., et al.
Published: (2024)
Similar Items
-
Multi-vertebral CT-based FE models implementing linear isotropic population-based material properties for the intervertebral discs cannot accurately predict strains
by: Garavelli, Chiara, et al.
Published: (2024) -
Conditional diffusion model for inverse prediction of process parameters and dendritic microstructures from mechanical properties
by: Ikeda, Arisa, et al.
Published: (2024) -
Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties
by: Liu, Ning, et al.
Published: (2024) -
Inverse prediction of capacitor multiphysics dynamic parameters using deep generative model
by: Lim, Kart-Leong, et al.
Published: (2026) -
MambaStock: Selective state space model for stock prediction
by: Shi, Zhuangwei
Published: (2024)