Transformer-Powered Surrogates Close the ICF Simulation-Experiment Gap with Extremely Limited Data
Fuente:
arXiv
Saved in:
| Main Authors: | Olson, Matthew L., Liu, Shusen, Thiagarajan, Jayaraman J., Kustowski, Bogdan, Wong, Weng-Keen, Anirudh, Rushil |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PAGER: A Framework for Failure Analysis of Deep Regression Models
by: Thiagarajan, Jayaraman J., et al.
Published: (2023)
by: Thiagarajan, Jayaraman J., et al.
Published: (2023)
`Eyes of a Hawk and Ears of a Fox': Part Prototype Network for Generalized Zero-Shot Learning
by: Feinglass, Joshua, et al.
Published: (2024)
by: Feinglass, Joshua, et al.
Published: (2024)
Physics-Informed Transformation Toward Improving the Machine-Learned NLTE Models of ICF Simulations
by: Cho, Min Sang, et al.
Published: (2024)
by: Cho, Min Sang, et al.
Published: (2024)
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks
by: Trivedi, Puja, et al.
Published: (2024)
by: Trivedi, Puja, et al.
Published: (2024)
On the Use of Anchoring for Training Vision Models
by: Narayanaswamy, Vivek, et al.
Published: (2024)
by: Narayanaswamy, Vivek, et al.
Published: (2024)
Enhancing Accuracy and Parameter-Efficiency of Neural Representations for Network Parameterization
by: Choi, Hongjun, et al.
Published: (2024)
by: Choi, Hongjun, et al.
Published: (2024)
LatentDiff: Scaling Semantic Dataset Comparison to Millions of Images
by: Flora, James, et al.
Published: (2026)
by: Flora, James, et al.
Published: (2026)
Speeding Up Image Classifiers with Little Companions
by: Liu, Yang, et al.
Published: (2024)
by: Liu, Yang, et al.
Published: (2024)
Interpreting CFD Surrogates through Sparse Autoencoders
by: Hu, Yeping, et al.
Published: (2025)
by: Hu, Yeping, et al.
Published: (2025)
Causal Multi-fidelity Surrogate Forward and Inverse Models for ICF Implosions
by: Maltba, Tyler E., et al.
Published: (2025)
by: Maltba, Tyler E., et al.
Published: (2025)
Yang-Mills Existence and Mass Gap
by: Keen, Joseph
Published: (2026)
by: Keen, Joseph
Published: (2026)
Closing the Gap Between Float and Posit Hardware Efficiency
by: Jonnalagadda, Aditya Anirudh, et al.
Published: (2026)
by: Jonnalagadda, Aditya Anirudh, et al.
Published: (2026)
A joint diffusion approach to multi-modal inference in inertial confinement fusion
by: Jones, Michael S., et al.
Published: (2026)
by: Jones, Michael S., et al.
Published: (2026)
Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift
by: Chen, Jun, et al.
Published: (2024)
by: Chen, Jun, et al.
Published: (2024)
On The Role of Prompt Construction In Enhancing Efficacy and Efficiency of LLM-Based Tabular Data Generation
by: Banday, Banooqa, et al.
Published: (2024)
by: Banday, Banooqa, et al.
Published: (2024)
Sparse Autoencoders as a Steering Basis for Phase Synchronization in Graph-Based CFD Surrogates
by: Hu, Yeping, et al.
Published: (2026)
by: Hu, Yeping, et al.
Published: (2026)
Particle-in-Cell Simulations of Burning ICF Capsule Implosions
by: van de Wetering, Johannes J., et al.
Published: (2025)
by: van de Wetering, Johannes J., et al.
Published: (2025)
DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation
by: Subramanyam, Rakshith, et al.
Published: (2024)
by: Subramanyam, Rakshith, et al.
Published: (2024)
Bluetooth Fingerprint Identification Under Domain Shift Through Transient Phase Derivative
by: Albousayri, Haytham, et al.
Published: (2025)
by: Albousayri, Haytham, et al.
Published: (2025)
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
by: Black, Mitchell, et al.
Published: (2024)
by: Black, Mitchell, et al.
Published: (2024)
Leveraging Registers in Vision Transformers for Robust Adaptation
by: Yellapragada, Srikar, et al.
Published: (2025)
by: Yellapragada, Srikar, et al.
Published: (2025)
The Visualization JUDGE : Can Multimodal Foundation Models Guide Visualization Design Through Visual Perception?
by: Berger, Matthew, et al.
Published: (2024)
by: Berger, Matthew, et al.
Published: (2024)
Scalable Autoregressive Deep Surrogates for Dendritic Microstructure Dynamics
by: Ji, Kaihua, et al.
Published: (2025)
by: Ji, Kaihua, et al.
Published: (2025)
Investigation into In-Context Learning Capabilities of Transformers
by: Chandrupatla, Rushil, et al.
Published: (2026)
by: Chandrupatla, Rushil, et al.
Published: (2026)
Improved Bounds for 3-Progressions
by: Raghavan, Rushil
Published: (2026)
by: Raghavan, Rushil
Published: (2026)
BayesSDF: Surface-Based Laplacian Uncertainty Estimation for 3D Geometry with Neural Signed Distance Fields
by: Desai, Rushil
Published: (2025)
by: Desai, Rushil
Published: (2025)
Improved Bounds for the Freiman-Ruzsa Theorem
by: Raghavan, Rushil
Published: (2025)
by: Raghavan, Rushil
Published: (2025)
Sharp Bounds for Sets with Distinct Subset Products
by: Raghavan, Rushil
Published: (2025)
by: Raghavan, Rushil
Published: (2025)
Structure‐Aware Representation Learning for Effective Performance Prediction
by: Tarek Ramadan, et al.
Published: (2025)
by: Tarek Ramadan, et al.
Published: (2025)
Offline Clustering of Linear Bandits: The Power of Clusters under Limited Data
by: Liu, Jingyuan, et al.
Published: (2025)
by: Liu, Jingyuan, et al.
Published: (2025)
Weibel-mediated filamentary structures observed in the ICF context
by: Ruyer, C., et al.
Published: (2026)
by: Ruyer, C., et al.
Published: (2026)
Acceleration of Power System Dynamic Simulations using a Deep Equilibrium Layer and Neural ODE Surrogate
by: Bossart, Matthew, et al.
Published: (2024)
by: Bossart, Matthew, et al.
Published: (2024)
Multi-fidelity Reinforcement Learning Control for Complex Dynamical Systems
by: Sun, Luning, et al.
Published: (2025)
by: Sun, Luning, et al.
Published: (2025)
Textless Speech-to-Speech Translation With Limited Parallel Data
by: Diwan, Anuj, et al.
Published: (2023)
by: Diwan, Anuj, et al.
Published: (2023)
FLARE: A Data-Efficient Surrogate for Predicting Displacement Fields in Directed Energy Deposition
by: Thiamchaiboonthawee, Kittipong, et al.
Published: (2026)
by: Thiamchaiboonthawee, Kittipong, et al.
Published: (2026)
Magnetized ICF Implosions: Scaling of Temperature and Yield Enhancement
by: Walsh, C. A., et al.
Published: (2021)
by: Walsh, C. A., et al.
Published: (2021)
Introduction to Gemini Google's AI Assistant Updated
by: Medlen, Jiri, et al.
Published: (2026)
by: Medlen, Jiri, et al.
Published: (2026)
Strong Low Degree Hardness for the Number Partitioning Problem
by: Mallarapu, Rushil, et al.
Published: (2025)
by: Mallarapu, Rushil, et al.
Published: (2025)
Extreme Limit Theory of Competing Risks under Power Normalization
by: Hu, Kaihao, et al.
Published: (2023)
by: Hu, Kaihao, et al.
Published: (2023)
Bridging the Reality Gap in Limit Order Book Simulation
by: Noble, Patrick, et al.
Published: (2026)
by: Noble, Patrick, et al.
Published: (2026)
Similar Items
-
PAGER: A Framework for Failure Analysis of Deep Regression Models
by: Thiagarajan, Jayaraman J., et al.
Published: (2023) -
`Eyes of a Hawk and Ears of a Fox': Part Prototype Network for Generalized Zero-Shot Learning
by: Feinglass, Joshua, et al.
Published: (2024) -
Physics-Informed Transformation Toward Improving the Machine-Learned NLTE Models of ICF Simulations
by: Cho, Min Sang, et al.
Published: (2024) -
Accurate and Scalable Estimation of Epistemic Uncertainty for Graph Neural Networks
by: Trivedi, Puja, et al.
Published: (2024) -
On the Use of Anchoring for Training Vision Models
by: Narayanaswamy, Vivek, et al.
Published: (2024)