Neural Network Assisted Fermionic Compression Encoding: A Lossy-QSCI Framework for Resource-Efficient Ground-State Simulations
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Yu-cheng, Wu, Ronin, Cheng, M. H., Hsieh, Min-Hsiu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Correlation-Converged Virtual Orbitals for Accurate and Efficient Quantum Molecular Simulations
by: Wang, Qian, et al.
Published: (2026)
by: Wang, Qian, et al.
Published: (2026)
Mixed Quantum-Classical Dynamics Yields Anharmonic Rabi Oscillations
by: Hsieh, Ming-Hsiu, et al.
Published: (2025)
by: Hsieh, Ming-Hsiu, et al.
Published: (2025)
Accelerating Fermionic System Simulation on Quantum Computers
by: Li, Qing-Song, et al.
Published: (2025)
by: Li, Qing-Song, et al.
Published: (2025)
Doubling the size of quantum selected configuration interaction based on seniority-zero space and its application to QC-QSCI-AFQMC
by: Yoshida, Yuichiro, et al.
Published: (2026)
by: Yoshida, Yuichiro, et al.
Published: (2026)
Focused Sampling for Low-Cost and Accurate Ehrenfest Modeling of Cavity Quantum Electrodynamics
by: Hsieh, Ming-Hsiu, et al.
Published: (2025)
by: Hsieh, Ming-Hsiu, et al.
Published: (2025)
Optimal Particle-Conserved Linear Encoding for Practical Fermionic Simulation
by: Cheng, M. H., et al.
Published: (2023)
by: Cheng, M. H., et al.
Published: (2023)
Orbital Optimization and Neural-Network-Assisted Configuration Interaction Calculations of Rydberg States
by: Levi, Gianluca, et al.
Published: (2025)
by: Levi, Gianluca, et al.
Published: (2025)
Simulating Quantum Many-Body States with Neural-Network Exponential Ansatz
by: Zeng, Weillei, et al.
Published: (2024)
by: Zeng, Weillei, et al.
Published: (2024)
Egret-1: Pretrained Neural Network Potentials for Efficient and Accurate Bioorganic Simulation
by: Mann, Elias L., et al.
Published: (2025)
by: Mann, Elias L., et al.
Published: (2025)
A Deterministic Framework for Neural Network Quantum States in Quantum Chemistry
by: Che, Zheng
Published: (2026)
by: Che, Zheng
Published: (2026)
Open-Source Fermionic Neural Networks with Ionic Charge Initialization
by: Pranesh, Shai, et al.
Published: (2024)
by: Pranesh, Shai, et al.
Published: (2024)
Amplitude Encoding of Slater-Type Orbitals via Matrix Product States: Efficient State Preparation and Integral Evaluation on Quantum Hardware
by: Bolos, Sorin
Published: (2026)
by: Bolos, Sorin
Published: (2026)
Ground and Excited States from Ensemble Variational Principles
by: Ding, Lexin, et al.
Published: (2024)
by: Ding, Lexin, et al.
Published: (2024)
Reinforcement Learning Assisted Quantum Simulation of Many-Body Excited States and Real-Time Dynamics
by: Zhang, Jiaji, et al.
Published: (2026)
by: Zhang, Jiaji, et al.
Published: (2026)
Coupling Polyatomic Molecules to Lossy Nanocavities: Lindblad versus Schrödinger description
by: Fábri, Csaba, et al.
Published: (2024)
by: Fábri, Csaba, et al.
Published: (2024)
Unbiasing Fermionic Auxiliary-Field Quantum Monte Carlo with Matrix Product State Trial Wavefunctions
by: Jiang, Tong, et al.
Published: (2024)
by: Jiang, Tong, et al.
Published: (2024)
Shadow Ansatz for the Many-Fermion Wave Function in Scalable Molecular Simulations on Quantum Computing Devices
by: Wang, Yuchen, et al.
Published: (2024)
by: Wang, Yuchen, et al.
Published: (2024)
Rapid Dissipative Ground State Preparation at Chemical Transition States
by: Watts, Thomas W., et al.
Published: (2026)
by: Watts, Thomas W., et al.
Published: (2026)
Quantum Computing Beyond Ground State Electronic Structure: A Review of Progress Toward Quantum Chemistry Out of the Ground State
by: Bidart, Alan, et al.
Published: (2025)
by: Bidart, Alan, et al.
Published: (2025)
A Simple and Efficient Equivariant Message Passing Neural Network Model for Non-Local Potential Energy Surface
by: Wu, Yibin, et al.
Published: (2024)
by: Wu, Yibin, et al.
Published: (2024)
Enhancing GPU-acceleration in the Python-based Simulations of Chemistry Framework
by: Wu, Xiaojie, et al.
Published: (2024)
by: Wu, Xiaojie, et al.
Published: (2024)
A Non Linear Spectral Graph Neural Network Simulator for More Stable and Accurate Rollouts
by: Salman, Salman N., et al.
Published: (2026)
by: Salman, Salman N., et al.
Published: (2026)
Occupancy Extrapolation: Reaching Many Excited Electronic States from Ground State Calculations
by: Fan, Yichen, et al.
Published: (2026)
by: Fan, Yichen, et al.
Published: (2026)
Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials
by: Marks, Jonah, et al.
Published: (2025)
by: Marks, Jonah, et al.
Published: (2025)
A Hybrid Physics-Driven Neural Network Force Field for Liquid Electrolytes
by: Chen, Junmin, et al.
Published: (2025)
by: Chen, Junmin, et al.
Published: (2025)
Scalable Hybrid Deep Neural Networks/Polarizable Potentials Biomolecular Simulations including long-range effects
by: Inizan, Théo Jaffrelot, et al.
Published: (2022)
by: Inizan, Théo Jaffrelot, et al.
Published: (2022)
Accelerating Molecular Dynamics Simulations with Foundation Neural Network Models using Multiple Time-Step and Distillation
by: Cattin, Côme, et al.
Published: (2025)
by: Cattin, Côme, et al.
Published: (2025)
Accurate Prediction of Core Level Binding Energies from Ground-State Density Functional Calculations: The Importance of Localization and Screening
by: Yu, Jincheng, et al.
Published: (2024)
by: Yu, Jincheng, et al.
Published: (2024)
Simulating Ionized States in Realistic Chemical Environments With Algebraic Diagrammatic Construction Theory and Polarizable Embedding
by: Serna, James D., et al.
Published: (2024)
by: Serna, James D., et al.
Published: (2024)
The Photochemistry of Rydberg Excited Cyclobutanone: Photoinduced Processes and Ground State Dynamics
by: Eng, Julien, et al.
Published: (2024)
by: Eng, Julien, et al.
Published: (2024)
Closed-Form Expressions for Unitaries of Spin-Adapted Fermionic Operators
by: Magoulas, Ilias, et al.
Published: (2025)
by: Magoulas, Ilias, et al.
Published: (2025)
Efficient and Scalable Wave Function Compression Using Corner Hierarchical Matrices
by: Berard, Kenneth O., et al.
Published: (2024)
by: Berard, Kenneth O., et al.
Published: (2024)
Improved Optimization for the Neural-network Quantum States and Tests on the Chromium Dimer
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
ΔSCF Excitation Energies Up a Ladder of Ground-State Density Functionals
by: Pollack, Ethan, et al.
Published: (2025)
by: Pollack, Ethan, et al.
Published: (2025)
Enhancing Open Quantum Dynamics Simulations Using Neural Network-Based Non-Markovian Stochastic Schrödinger Equation Method
by: Lin, Kaihan, et al.
Published: (2024)
by: Lin, Kaihan, et al.
Published: (2024)
Performing Path Integral Molecular Dynamics Using Artificial Intelligence Enhanced Molecular Simulation Framework
by: Fan, Cheng, et al.
Published: (2025)
by: Fan, Cheng, et al.
Published: (2025)
Orbital Energies Are Chemical Potentials in Ground-State Density Functional Theory and Excited-State $Δ$SCF Theory
by: Yang, Weitao, et al.
Published: (2024)
by: Yang, Weitao, et al.
Published: (2024)
Neural Network Solution of Non-Markovian Quantum State Diffusion and Operator Construction of Quantum Stochastic Process
by: Zhang, Jiaji, et al.
Published: (2025)
by: Zhang, Jiaji, et al.
Published: (2025)
Towards Balanced Description of Ground and Excited States with Transcorrelated F12 Methods
by: Masteran, Conner, et al.
Published: (2025)
by: Masteran, Conner, et al.
Published: (2025)
Dark-State-Mediated Efficient Energy Trapping in a Model GFP Chromophore
by: Gruber, Elisabeth, et al.
Published: (2025)
by: Gruber, Elisabeth, et al.
Published: (2025)
Similar Items
-
Correlation-Converged Virtual Orbitals for Accurate and Efficient Quantum Molecular Simulations
by: Wang, Qian, et al.
Published: (2026) -
Mixed Quantum-Classical Dynamics Yields Anharmonic Rabi Oscillations
by: Hsieh, Ming-Hsiu, et al.
Published: (2025) -
Accelerating Fermionic System Simulation on Quantum Computers
by: Li, Qing-Song, et al.
Published: (2025) -
Doubling the size of quantum selected configuration interaction based on seniority-zero space and its application to QC-QSCI-AFQMC
by: Yoshida, Yuichiro, et al.
Published: (2026) -
Focused Sampling for Low-Cost and Accurate Ehrenfest Modeling of Cavity Quantum Electrodynamics
by: Hsieh, Ming-Hsiu, et al.
Published: (2025)