INSIGHT: Universal Neural Simulator for Analog Circuits Harnessing Autoregressive Transformers
Fuente:
arXiv
Saved in:
| Main Authors: | Poddar, Souradip, Oh, Youngmin, Lai, Yao, Zhu, Hanqing, Hwang, Bosun, Pan, David Z. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Efficient Transient Nonlinear Circuit Simulator Using Exponential Integration and Block-Jacobi Precondition
by: Zhang, Zijian, et al.
Published: (2025)
by: Zhang, Zijian, et al.
Published: (2025)
DeepSeekMath Meets Order Book: Group-Aware Policy Optimization for High-Frequency Directional Trading
by: Charabarty, Sayak, et al.
Published: (2026)
by: Charabarty, Sayak, et al.
Published: (2026)
Adaptive Coordinate Transforms for Neural Operators
by: Liu, Chaoyu, et al.
Published: (2026)
by: Liu, Chaoyu, et al.
Published: (2026)
Neural Preconditioning Operator for Efficient PDE Solves
by: Li, Zhihao, et al.
Published: (2025)
by: Li, Zhihao, et al.
Published: (2025)
Stiff Circuit System Modeling via Transformer
by: Yan, Weiman, et al.
Published: (2025)
by: Yan, Weiman, et al.
Published: (2025)
Mechanics Simulation with Implicit Neural Representations of Complex Geometries
by: Karki, Samundra, et al.
Published: (2025)
by: Karki, Samundra, et al.
Published: (2025)
Beyond Monte Carlo: Harnessing Diffusion Models to Simulate Financial Market Dynamics
by: Lesniewski, Andrew, et al.
Published: (2024)
by: Lesniewski, Andrew, et al.
Published: (2024)
Practical Quantum Circuit Implementation for Simulating Coupled Classical Oscillators
by: Luangsirapornchai, Natt, et al.
Published: (2025)
by: Luangsirapornchai, Natt, et al.
Published: (2025)
A Generic Framework for Optimization in Blockchain Simulators
by: Long, Hou-Wan, et al.
Published: (2025)
by: Long, Hou-Wan, et al.
Published: (2025)
Computational Graph Representation of Equations System Constructors in Hierarchical Circuit Simulation
by: Long, Zichao, et al.
Published: (2024)
by: Long, Zichao, et al.
Published: (2024)
Accelerated Patient-Specific Hemodynamic Simulations with Hybrid Physics-Based Neural Surrogates
by: Rubio, Natalia L., et al.
Published: (2026)
by: Rubio, Natalia L., et al.
Published: (2026)
A Knowledge-Inspired Hierarchical Physics-Informed Neural Network for Pipeline Hydraulic Transient Simulation
by: Du, Jian, et al.
Published: (2024)
by: Du, Jian, et al.
Published: (2024)
A Physics-Informed Neural Network Framework for Simulating Creep Buckling in Growing Viscoelastic Biological Tissues
by: Lin, Zhongya, et al.
Published: (2025)
by: Lin, Zhongya, et al.
Published: (2025)
Enhancing Portfolio Optimization with Transformer-GAN Integration: A Novel Approach in the Black-Litterman Framework
by: Zhu, Enmin, et al.
Published: (2024)
by: Zhu, Enmin, et al.
Published: (2024)
Neural Modular Physics for Elastic Simulation
by: Li, Yifei, et al.
Published: (2025)
by: Li, Yifei, et al.
Published: (2025)
Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction
by: Piao, Yinhua, et al.
Published: (2026)
by: Piao, Yinhua, et al.
Published: (2026)
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)
TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning
by: Mi, Qirui, et al.
Published: (2023)
by: Mi, Qirui, et al.
Published: (2023)
Graph-accelerated non-intrusive polynomial chaos expansion using partially tensor-structured quadrature rules for uncertainty quantification
by: Wang, Bingran, et al.
Published: (2024)
by: Wang, Bingran, et al.
Published: (2024)
Earthquake Simulation
by: Chawla, Palak
Published: (2025)
by: Chawla, Palak
Published: (2025)
Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
by: Liu, Ning, et al.
Published: (2023)
by: Liu, Ning, et al.
Published: (2023)
Mechanics Informatics: A paradigm for efficiently learning constitutive models
by: Ihuaenyi, Royal C., et al.
Published: (2025)
by: Ihuaenyi, Royal C., 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)
FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design
by: Mehradfar, Asal, et al.
Published: (2025)
by: Mehradfar, Asal, et al.
Published: (2025)
UniField: Joint Multi-Domain Training for Universal Surface Pressure Modeling
by: Zou, Junhong, et al.
Published: (2025)
by: Zou, Junhong, et al.
Published: (2025)
Enforcing the Principle of Locality for Physical Simulations with Neural Operators
by: Chen, Jiangce, et al.
Published: (2024)
by: Chen, Jiangce, et al.
Published: (2024)
ReCoG: Relational and Compact Context Graph Learning for Few-shot Molecular Property Prediction
by: Wang, Zeyu, et al.
Published: (2026)
by: Wang, Zeyu, et al.
Published: (2026)
Towards an Assisted Simulation Planning for Co-Simulation of Cyber-Physical Energy Systems
by: Schwarz, Jan Sören, et al.
Published: (2024)
by: Schwarz, Jan Sören, et al.
Published: (2024)
Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs
by: Shi, Guangsi, et al.
Published: (2023)
by: Shi, Guangsi, et al.
Published: (2023)
Topology Optimization for Multi-Axis Additive Manufacturing Considering Overhang and Anisotropy
by: Shin, Seungheon, et al.
Published: (2025)
by: Shin, Seungheon, et al.
Published: (2025)
Transforming Japan Real Estate
by: Haque, Diabul
Published: (2024)
by: Haque, Diabul
Published: (2024)
Extension of graph-accelerated non-intrusive polynomial chaos to high-dimensional uncertainty quantification through the active subspace method
by: Wang, Bingran, et al.
Published: (2024)
by: Wang, Bingran, et al.
Published: (2024)
A gradient-enhanced univariate dimension reduction method for uncertainty propagation
by: Wang, Bingran, et al.
Published: (2024)
by: Wang, Bingran, et al.
Published: (2024)
Accelerating model evaluations in uncertainty propagation on tensor grids using computational graph transformations
by: Wang, Bingran, et al.
Published: (2023)
by: Wang, Bingran, et al.
Published: (2023)
A unified framework for equation discovery and dynamic prediction of hysteretic systems
by: Yang, Siyuan, et al.
Published: (2025)
by: Yang, Siyuan, et al.
Published: (2025)
MORE-Stress: Model Order Reduction based Efficient Numerical Algorithm for Thermal Stress Simulation of TSV Arrays in 2.5D/3D IC
by: Zhu, Tianxiang, et al.
Published: (2024)
by: Zhu, Tianxiang, et al.
Published: (2024)
The Multiple Time-Stepping Method for 3-Body Interactions in High Performance Molecular Dynamics Simulations
by: Martin, David, et al.
Published: (2025)
by: Martin, David, et al.
Published: (2025)
A CARLA-based Simulation of Electrically Driven Forklifts
by: Claus, David, et al.
Published: (2025)
by: Claus, David, 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)
ADIOSS Automatic Diagnostic Of System Simulations
by: Jiang, Di, et al.
Published: (2026)
by: Jiang, Di, et al.
Published: (2026)
Similar Items
-
An Efficient Transient Nonlinear Circuit Simulator Using Exponential Integration and Block-Jacobi Precondition
by: Zhang, Zijian, et al.
Published: (2025) -
DeepSeekMath Meets Order Book: Group-Aware Policy Optimization for High-Frequency Directional Trading
by: Charabarty, Sayak, et al.
Published: (2026) -
Adaptive Coordinate Transforms for Neural Operators
by: Liu, Chaoyu, et al.
Published: (2026) -
Neural Preconditioning Operator for Efficient PDE Solves
by: Li, Zhihao, et al.
Published: (2025) -
Stiff Circuit System Modeling via Transformer
by: Yan, Weiman, et al.
Published: (2025)