A Fast and Generalizable Fourier Neural Operator-Based Surrogate for Melt-Pool Prediction in Laser Processing
Fuente:
arXiv
Saved in:
| Main Authors: | Benoit, Alix, Ivas, Toni, Papierz, Mateusz, Sagingalieva, Asel, Melnikov, Alexey, Iseli, Elia |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hybrid Fourier Neural Operator for Surrogate Modeling of Laser Processing with a Quantum-Circuit Mixer
by: Papierz, Mateusz, et al.
Published: (2026)
by: Papierz, Mateusz, et al.
Published: (2026)
Latent Space Representation of Electricity Market Curves: Maintaining Structural Integrity
by: Výboh, Martin, et al.
Published: (2025)
by: Výboh, Martin, et al.
Published: (2025)
Model-Structured Neural Networks to Control the Steering Dynamics of Autonomous Race Cars
by: Piccinini, Mattia, et al.
Published: (2025)
by: Piccinini, Mattia, et al.
Published: (2025)
Self-Supervised Multi-Modal World Model with 4D Space-Time Embedding
by: Legel, Lance, et al.
Published: (2026)
by: Legel, Lance, et al.
Published: (2026)
Explainable Wastewater Digital Twins: Adaptive Context-Conditioned Structured Simulators with Self-Falsifying Decision Support
by: Simethy, Gary, et al.
Published: (2026)
by: Simethy, Gary, et al.
Published: (2026)
Hierarchical Pooling and Explainability in Graph Neural Networks for Tumor and Tissue-of-Origin Classification Using RNA-seq Data
by: Fontanari, Thomas Vaitses, et al.
Published: (2026)
by: Fontanari, Thomas Vaitses, et al.
Published: (2026)
Modeling Considerations for Developing Deep Space Autonomous Spacecraft and Simulators
by: Agia, Christopher, et al.
Published: (2024)
by: Agia, Christopher, et al.
Published: (2024)
Navigating simplicity and complexity of social-ecological systems through a dialog between dynamical systems and agent-based models
by: Radosavljevic, Sonja, et al.
Published: (2024)
by: Radosavljevic, Sonja, et al.
Published: (2024)
Fourier Neural Operators for Two-Phase, 2D Mold-Filling Problems Related to Metal Casting
by: Minete, Edgard Moreira, et al.
Published: (2025)
by: Minete, Edgard Moreira, et al.
Published: (2025)
Towards geological inference with process-based and deep generative modeling, part 1: training on fluvial deposits
by: Rongier, Guillaume, et al.
Published: (2025)
by: Rongier, Guillaume, et al.
Published: (2025)
Towards geological inference with process-based and deep generative modeling, part 2: inversion of fluvial deposits and latent-space disentanglement
by: Rongier, Guillaume, et al.
Published: (2025)
by: Rongier, Guillaume, et al.
Published: (2025)
Migration as a Probe: A Generalizable Benchmark Framework for Specialist vs. Generalist Machine-Learned Force Fields
by: Cao, Yi, et al.
Published: (2025)
by: Cao, Yi, et al.
Published: (2025)
Exploring LLM-based Verilog Code Generation with Data-Efficient Fine-Tuning and Testbench Automation
by: Chen, Mu-Chi, et al.
Published: (2026)
by: Chen, Mu-Chi, et al.
Published: (2026)
Operational range bounding of spectroscopy models with anomaly detection
by: Simões, Luís F., et al.
Published: (2024)
by: Simões, Luís F., et al.
Published: (2024)
Modeling the Effects of Slip, Twinning, and Notch on the Deformation of Single-Crystal Austenitic Manganese Steel
by: Virupakshi, Saketh, et al.
Published: (2025)
by: Virupakshi, Saketh, et al.
Published: (2025)
On the Evaluation of Engineering Artificial General Intelligence
by: Neema, Sandeep, et al.
Published: (2025)
by: Neema, Sandeep, et al.
Published: (2025)
Fast Reconstruction of Exact Maxwell Dynamics from Sparse Data
by: DeGenaro, Dan, et al.
Published: (2026)
by: DeGenaro, Dan, et al.
Published: (2026)
Hybrid Physics-Based and Data-Driven Modeling of Vascular Bifurcation Pressure Differences
by: Rubio, Natalia L., et al.
Published: (2024)
by: Rubio, Natalia L., et al.
Published: (2024)
Design for Sensing and Digitalisation (DSD): A Modern Approach to Engineering Design
by: Wilke, Daniel N.
Published: (2025)
by: Wilke, Daniel N.
Published: (2025)
PIRS: Physics-Informed Reward Shaping for SAC-Based Building Energy Management
by: Zaregarizi, Shadmehr, et al.
Published: (2026)
by: Zaregarizi, Shadmehr, et al.
Published: (2026)
From Syntax to Semantics: Unveiling the Emergence of Chirality in SMILES Translation Models
by: Li, Zehao, et al.
Published: (2026)
by: Li, Zehao, et al.
Published: (2026)
Geoinformatics-Guided Machine Learning for Power Plant Classification
by: Austin-Gabriel, Blessing, et al.
Published: (2025)
by: Austin-Gabriel, Blessing, et al.
Published: (2025)
Modeling Nonlinear Oscillator Networks Using Physics-Informed Hybrid Reservoir Computing
by: Shannon, Andrew, et al.
Published: (2024)
by: Shannon, Andrew, et al.
Published: (2024)
Fast and Interpretable Machine Learning Modelling of Atmospheric Molecular Clusters
by: Seppäläinen, Lauri, et al.
Published: (2025)
by: Seppäläinen, Lauri, et al.
Published: (2025)
Causal Portfolio Optimization: Principles and Sensitivity-Based Solutions
by: Dominguez, Alejandro Rodriguez
Published: (2025)
by: Dominguez, Alejandro Rodriguez
Published: (2025)
Causal PDE-Control Models for Dynamic Portfolio Optimization with Latent Drivers
by: Dominguez, Alejandro Rodriguez
Published: (2025)
by: Dominguez, Alejandro Rodriguez
Published: (2025)
From Idea to CAD: A Language Model-Driven Multi-Agent System for Collaborative Design
by: Ocker, Felix, et al.
Published: (2025)
by: Ocker, Felix, et al.
Published: (2025)
Stroke Lesions as a Rosetta Stone for Language Model Interpretability
by: Fridriksson, Julius, et al.
Published: (2026)
by: Fridriksson, Julius, et al.
Published: (2026)
SiliconMind-V1: Multi-Agent Distillation and Debug-Reasoning Workflows for Verilog Code Generation
by: Chen, Mu-Chi, et al.
Published: (2026)
by: Chen, Mu-Chi, et al.
Published: (2026)
LaPro-DTA: Latent Dual-View Drug Representations and Salient Protein Feature Extraction for Generalizable Drug--Target Affinity Prediction
by: Dun, Zihan, et al.
Published: (2026)
by: Dun, Zihan, et al.
Published: (2026)
Uncertainty Quantification for Reduced-Order Surrogate Models Applied to Cloud Microphysics
by: Katona, Jonas E., et al.
Published: (2025)
by: Katona, Jonas E., et al.
Published: (2025)
Benchmarking the Discovery Engine
by: Foxabbott, Jack, et al.
Published: (2025)
by: Foxabbott, Jack, et al.
Published: (2025)
COMIX: Generalized Conflict Management in O-RAN xApps -- Architecture, Workflow, and a Power Control case
by: Giannopoulos, Anastasios, et al.
Published: (2025)
by: Giannopoulos, Anastasios, et al.
Published: (2025)
Cryptogenic stroke and migraine: using probabilistic independence and machine learning to uncover latent sources of disease from the electronic health record
by: Betts, Joshua W., et al.
Published: (2025)
by: Betts, Joshua W., et al.
Published: (2025)
A Heterogeneous Long-Micro Scale Cascading Architecture for General Aviation Health Management
by: Chen, Xinhang, et al.
Published: (2026)
by: Chen, Xinhang, et al.
Published: (2026)
Variational Autoencoder with Normalizing flow for X-ray spectral fitting
by: Redmen, Fiona, et al.
Published: (2026)
by: Redmen, Fiona, et al.
Published: (2026)
Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decomposition
by: Priarone, Ariel, et al.
Published: (2024)
by: Priarone, Ariel, et al.
Published: (2024)
It's All Connected: Topology-Aware Structural Graph Encoding Improves Performance on Polymer Prediction
by: Erdogan, H. Ibrahim, et al.
Published: (2026)
by: Erdogan, H. Ibrahim, et al.
Published: (2026)
Quantifying the Energy Floor: Direct Measurement and Replay Buffer Bias in SAC-Based HVAC Control on sbsim
by: Li, Bo, et al.
Published: (2026)
by: Li, Bo, et al.
Published: (2026)
APC-GNN++: An Adaptive Patient-Centric GNN with Context-Aware Attention and Mini-Graph Explainability for Diabetes Classification
by: Berkani, Khaled
Published: (2025)
by: Berkani, Khaled
Published: (2025)
Similar Items
-
Hybrid Fourier Neural Operator for Surrogate Modeling of Laser Processing with a Quantum-Circuit Mixer
by: Papierz, Mateusz, et al.
Published: (2026) -
Latent Space Representation of Electricity Market Curves: Maintaining Structural Integrity
by: Výboh, Martin, et al.
Published: (2025) -
Model-Structured Neural Networks to Control the Steering Dynamics of Autonomous Race Cars
by: Piccinini, Mattia, et al.
Published: (2025) -
Self-Supervised Multi-Modal World Model with 4D Space-Time Embedding
by: Legel, Lance, et al.
Published: (2026) -
Explainable Wastewater Digital Twins: Adaptive Context-Conditioned Structured Simulators with Self-Falsifying Decision Support
by: Simethy, Gary, et al.
Published: (2026)