Fast and Accurate Zero-Training Classification for Tabular Engineering Data
Fuente:
arXiv
Saved in:
| Main Authors: | Picard, Cyril, Ahmed, Faez |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems
by: Rosen, et al.
Published: (2024)
by: Rosen, et al.
Published: (2024)
GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models
by: Yu, Rosen Ting-Ying, et al.
Published: (2025)
by: Yu, Rosen Ting-Ying, et al.
Published: (2025)
Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering
by: Regenwetter, Lyle, et al.
Published: (2024)
by: Regenwetter, Lyle, et al.
Published: (2024)
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design
by: Picard, Cyril, et al.
Published: (2023)
by: Picard, Cyril, et al.
Published: (2023)
Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
by: Nobari, Amin Heyrani, et al.
Published: (2025)
by: Nobari, Amin Heyrani, et al.
Published: (2025)
Constraining Generative Models for Engineering Design with Negative Data
by: Regenwetter, Lyle, et al.
Published: (2023)
by: Regenwetter, Lyle, et al.
Published: (2023)
PGD-TO: A Scalable Alternative to MMA Using Projected Gradient Descent for Multi-Constraint Topology Optimization
by: Nobari, Amin Heyrani, et al.
Published: (2025)
by: Nobari, Amin Heyrani, et al.
Published: (2025)
Continual Learning Strategies for 3D Engineering Regression Problems: A Benchmarking Study
by: Samuel, Kaira M., et al.
Published: (2025)
by: Samuel, Kaira M., et al.
Published: (2025)
DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction
by: Elrefaie, Mohamed, et al.
Published: (2024)
by: Elrefaie, Mohamed, et al.
Published: (2024)
Revisiting the Canonicalization for Fast and Accurate Crystal Tensor Property Prediction
by: Hua, Haowei, et al.
Published: (2024)
by: Hua, Haowei, et al.
Published: (2024)
C-ShipGen: A Conditional Guided Diffusion Model for Parametric Ship Hull Design
by: Bagazinski, Noah J., et al.
Published: (2024)
by: Bagazinski, Noah J., et al.
Published: (2024)
NITO: Neural Implicit Fields for Resolution-free Topology Optimization
by: Nobari, Amin Heyrani, et al.
Published: (2024)
by: Nobari, Amin Heyrani, et al.
Published: (2024)
AI Agents in Engineering Design: A Multi-Agent Framework for Aesthetic and Aerodynamic Car Design
by: Elrefaie, Mohamed, et al.
Published: (2025)
by: Elrefaie, Mohamed, et al.
Published: (2025)
LRQ-Solver: A Transformer-Based Neural Operator for Fast and Accurate Solving of Large-scale 3D PDEs
by: Zeng, Peijian, et al.
Published: (2025)
by: Zeng, Peijian, et al.
Published: (2025)
Generative Pre-Trained Diffusion Paradigm for Zero-Shot Time Series Forecasting
by: Yang, Jiarui, et al.
Published: (2024)
by: Yang, Jiarui, et al.
Published: (2024)
LAMP: Data-Efficient Linear Affine Weight-Space Models for Parameter-Controlled 3D Shape Generation and Extrapolation
by: Nehme, Ghadi, et al.
Published: (2025)
by: Nehme, Ghadi, et al.
Published: (2025)
FlashSchNet: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics
by: Li, Pingzhi, et al.
Published: (2026)
by: Li, Pingzhi, et al.
Published: (2026)
Thinking Fast and Slow: Data-Driven Adaptive DeFi Borrow-Lending Protocol
by: Bastankhah, Mahsa, et al.
Published: (2024)
by: Bastankhah, Mahsa, et al.
Published: (2024)
Offshore Wind Turbine Tower Design and Optimization: A Review and AI-Driven Future Directions
by: Ribeiro, João Alves, et al.
Published: (2024)
by: Ribeiro, João Alves, et al.
Published: (2024)
BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints
by: Regenwetter, Lyle, et al.
Published: (2025)
by: Regenwetter, Lyle, et al.
Published: (2025)
Cosm: Collective Switched Motion for Fast and Accurate Sparse Ising Optimization
by: Zick, Kenneth M., et al.
Published: (2026)
by: Zick, Kenneth M., et al.
Published: (2026)
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
by: Elrefaie, Mohamed, et al.
Published: (2024)
by: Elrefaie, Mohamed, et al.
Published: (2024)
Accurate and generalizable protein-ligand binding affinity prediction with geometric deep learning
by: Li, Krinos, et al.
Published: (2025)
by: Li, Krinos, et al.
Published: (2025)
SPH-Net: A Co-Attention Hybrid Model for Accurate Stock Price Prediction
by: Wu, Yiyang, et al.
Published: (2025)
by: Wu, Yiyang, et al.
Published: (2025)
CardioFit: A WebGL-Based Tool for Fast and Efficient Parameterization of Cardiac Action Potential Models to Fit User-Provided Data
by: Cairns, Darby I., et al.
Published: (2025)
by: Cairns, Darby I., et al.
Published: (2025)
A Data-Efficient Sequential Learning Framework for Melt Pool Defect Classification in Laser Powder Bed Fusion
by: Raihan, Ahmed Shoyeb, et al.
Published: (2024)
by: Raihan, Ahmed Shoyeb, et al.
Published: (2024)
On the Effectiveness of Neural Operators at Zero-Shot Weather Downscaling
by: Sinha, Saumya, et al.
Published: (2024)
by: Sinha, Saumya, et al.
Published: (2024)
Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis
by: Zhou, Rui, et al.
Published: (2024)
by: Zhou, Rui, et al.
Published: (2024)
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models
by: Zhou, Rui, et al.
Published: (2024)
by: Zhou, Rui, et al.
Published: (2024)
Zero-Shot Forecasting of Network Dynamics through Weight Flow Matching
by: Zhou, Shihe, et al.
Published: (2025)
by: Zhou, Shihe, et al.
Published: (2025)
How Much is Enough? The Diminishing Returns of Tokenization Training Data
by: Reddy, Varshini, et al.
Published: (2025)
by: Reddy, Varshini, et al.
Published: (2025)
A Generative Adversarial Graph Neural Network for Synthetic Time Series Data
by: Gregnanin, Marco, et al.
Published: (2026)
by: Gregnanin, Marco, et al.
Published: (2026)
FLOATBench: A Dataset and Benchmark for Floating Offshore Wind Turbine Tower Fatigue
by: Ribeiro, João Alves, et al.
Published: (2026)
by: Ribeiro, João Alves, et al.
Published: (2026)
GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback
by: Giannone, Giorgio, et al.
Published: (2026)
by: Giannone, Giorgio, et al.
Published: (2026)
Agent-Based Insight into Eco-Choices: Simulating the Fast Fashion Shift
by: Soboleva, Daria, et al.
Published: (2024)
by: Soboleva, Daria, et al.
Published: (2024)
Assessment of ChatGPT for Engineering Statics Analysis
by: Hope, Benjamin, et al.
Published: (2025)
by: Hope, Benjamin, et al.
Published: (2025)
Randomness as Reference: Benchmark Metric for Optimization in Engineering
by: Ivić, Stefan, et al.
Published: (2025)
by: Ivić, Stefan, et al.
Published: (2025)
A Simple Baseline for Predicting Events with Auto-Regressive Tabular Transformers
by: Stein, Alex, et al.
Published: (2024)
by: Stein, Alex, et al.
Published: (2024)
Fast assessment of non-Gaussian inputs in structural dynamics exploiting modal solutions
by: Trapp, Arvid, et al.
Published: (2024)
by: Trapp, Arvid, et al.
Published: (2024)
Fast Stochastic Subspace Identification of Densely Instrumented Bridges Using Randomized SVD
by: Tomassini, Elisa, et al.
Published: (2024)
by: Tomassini, Elisa, et al.
Published: (2024)
Similar Items
-
Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems
by: Rosen, et al.
Published: (2024) -
GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models
by: Yu, Rosen Ting-Ying, et al.
Published: (2025) -
Generative Optimization: A Perspective on AI-Enhanced Problem Solving in Engineering
by: Regenwetter, Lyle, et al.
Published: (2024) -
From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design
by: Picard, Cyril, et al.
Published: (2023) -
Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
by: Nobari, Amin Heyrani, et al.
Published: (2025)