Saved in:
| Main Authors: | Lee, Qian-Rui, Wang, Daw-Wei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2508.15318 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Boltzmann Generators for Condensed Matter via Riemannian Flow Matching
by: Hoffmann, Emil, et al.
Published: (2026)
by: Hoffmann, Emil, et al.
Published: (2026)
Scalable Boltzmann Generators for equilibrium sampling of large-scale materials
by: Schebek, Maximilian, et al.
Published: (2025)
by: Schebek, Maximilian, et al.
Published: (2025)
Capturing the Topological Phase Transition and Thermodynamics of the 2D XY Model via Manifold-Aware Score-Based Generative Modeling
by: Jha, Pratyush
Published: (2026)
by: Jha, Pratyush
Published: (2026)
Autonomous Discovery of the Ising Model's Critical Parameters with Reinforcement Learning
by: Man, Hai, et al.
Published: (2026)
by: Man, Hai, et al.
Published: (2026)
A Unsupervised Framework for Identifying Diverse Quantum Phase Transitions Using Classical Shadow Tomography
by: Ho, Chi-Ting, et al.
Published: (2025)
by: Ho, Chi-Ting, et al.
Published: (2025)
Efficient mapping of phase diagrams with conditional Boltzmann Generators
by: Schebek, Maximilian, et al.
Published: (2024)
by: Schebek, Maximilian, et al.
Published: (2024)
Machine learning for structure-property relationships: Scalability and limitations
by: Tian, Zhongzheng, et al.
Published: (2023)
by: Tian, Zhongzheng, et al.
Published: (2023)
Concurrence of Symmetry Breaking and Nonlocality Phase Transitions in Diffusion Models
by: Zhang, Yifan F., et al.
Published: (2026)
by: Zhang, Yifan F., et al.
Published: (2026)
CoRMF: Criticality-Ordered Recurrent Mean Field Ising Solver
by: Pan, Zhenyu, et al.
Published: (2024)
by: Pan, Zhenyu, et al.
Published: (2024)
Thermodynamic Isomorphism of Transformers: A Lagrangian Approach to Attention Dynamics
by: Kim, Gunn
Published: (2026)
by: Kim, Gunn
Published: (2026)
Grokking as a Falsifiable Finite-Size Transition
by: Bi, Yuda, et al.
Published: (2026)
by: Bi, Yuda, et al.
Published: (2026)
Statistical Mechanics of Dynamical System Identification
by: Klishin, Andrei A., et al.
Published: (2024)
by: Klishin, Andrei A., et al.
Published: (2024)
Structures of Identical Particle Systems : Efficient Computation of Many-Body Density of States
by: Lee, Hovan, et al.
Published: (2026)
by: Lee, Hovan, et al.
Published: (2026)
Composing diffusion priors with explicit physical context via generative Gibbs sampling
by: Wang, Weizhou, et al.
Published: (2026)
by: Wang, Weizhou, et al.
Published: (2026)
Coupled Entropy: A Goldilocks Generalization for Complex Systems
by: Nelson, Kenric P.
Published: (2025)
by: Nelson, Kenric P.
Published: (2025)
Learning the Intrinsic Dimensionality of Fermi-Pasta-Ulam-Tsingou Trajectories: A Nonlinear Approach using a Deep Autoencoder Model
by: Marchetti, Gionni
Published: (2026)
by: Marchetti, Gionni
Published: (2026)
Liouvillian Spectral Transition in Noisy Quantum Many-Body Scars
by: Ma, Jin-Lou, et al.
Published: (2025)
by: Ma, Jin-Lou, et al.
Published: (2025)
Identifying Ising and percolation phase transitions based on KAN method
by: Xu, Dian, et al.
Published: (2025)
by: Xu, Dian, et al.
Published: (2025)
Identifying percolation phase transitions with unsupervised learning based on largest clusters
by: Xu, Dian, et al.
Published: (2023)
by: Xu, Dian, et al.
Published: (2023)
A phase transition in sampling from Restricted Boltzmann Machines
by: Kwon, Youngwoo, et al.
Published: (2024)
by: Kwon, Youngwoo, et al.
Published: (2024)
Emergence of Nonequilibrium Latent Cycles in Unsupervised Generative Modeling
by: Baiesi, Marco, et al.
Published: (2025)
by: Baiesi, Marco, et al.
Published: (2025)
Optimised Feature Subset Selection via Simulated Annealing
by: Martínez-García, Fernando, et al.
Published: (2025)
by: Martínez-García, Fernando, et al.
Published: (2025)
Slow Dynamics and Kohlrausch Relaxation in Isolated Disordered Many-Body Systems
by: Haldar, Asmi
Published: (2023)
by: Haldar, Asmi
Published: (2023)
$α$-divergence Improves the Entropy Production Estimation via Machine Learning
by: Kwon, Euijoon, et al.
Published: (2023)
by: Kwon, Euijoon, et al.
Published: (2023)
Landscape Complexity for the Empirical Risk of Generalized Linear Models: Discrimination between Structured Data
by: Tsironis, Theodoros G., et al.
Published: (2025)
by: Tsironis, Theodoros G., et al.
Published: (2025)
Diffusion-Guided Renormalization of Neural Systems via Tensor Networks
by: Kodama, Nathan X.
Published: (2025)
by: Kodama, Nathan X.
Published: (2025)
Improving FMQA via Initial Training Data Design Considering Marginal Bit Coverage in One-Hot Encoding
by: Hayashi, Taiga, et al.
Published: (2026)
by: Hayashi, Taiga, et al.
Published: (2026)
Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
by: Behjoo, Hamidreza, et al.
Published: (2023)
by: Behjoo, Hamidreza, et al.
Published: (2023)
Spectral Map for Slow Collective Variables, Markovian Dynamics, and Transition State Ensembles
by: Rydzewski, Jakub
Published: (2024)
by: Rydzewski, Jakub
Published: (2024)
Trees to Flows and Back: Unifying Decision Trees and Diffusion Models
by: Ramachandran, Sai Niranjan, et al.
Published: (2026)
by: Ramachandran, Sai Niranjan, et al.
Published: (2026)
A Planning-and-Exploring Approach to Extreme-Mechanics Force Fields
by: Shi, Pengjie, et al.
Published: (2023)
by: Shi, Pengjie, et al.
Published: (2023)
Fermionic Magic Resources of Quantum Many-Body Systems
by: Sierant, Piotr, et al.
Published: (2025)
by: Sierant, Piotr, et al.
Published: (2025)
Two stroke Pumping Technique for Many-Body Systems
by: Galam, Serge
Published: (2026)
by: Galam, Serge
Published: (2026)
Susceptibilities and Patterning: A Primer on Linear Response in Bayesian Learning
by: Elliott, Chris, et al.
Published: (2026)
by: Elliott, Chris, et al.
Published: (2026)
Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
by: Sanokowski, Sebastian, et al.
Published: (2025)
by: Sanokowski, Sebastian, et al.
Published: (2025)
AdvNF: Reducing Mode Collapse in Conditional Normalising Flows using Adversarial Learning
by: Kanaujia, Vikas, et al.
Published: (2024)
by: Kanaujia, Vikas, et al.
Published: (2024)
From Classical to Quantum: Extending Prometheus for Unsupervised Discovery of Phase Transitions in Three Dimensions and Quantum Systems
by: Yee, Brandon, et al.
Published: (2026)
by: Yee, Brandon, et al.
Published: (2026)
A differentiable programming framework for spin models
by: Farias, Tiago de Souza, et al.
Published: (2023)
by: Farias, Tiago de Souza, et al.
Published: (2023)
Quantum Many-Body Theory for kq-Deformed Particles
by: Esmaili, Habib, et al.
Published: (2024)
by: Esmaili, Habib, et al.
Published: (2024)
SETOL: A Semi-Empirical Theory of (Deep) Learning
by: Martin, Charles H, et al.
Published: (2025)
by: Martin, Charles H, et al.
Published: (2025)
Similar Items
-
Boltzmann Generators for Condensed Matter via Riemannian Flow Matching
by: Hoffmann, Emil, et al.
Published: (2026) -
Scalable Boltzmann Generators for equilibrium sampling of large-scale materials
by: Schebek, Maximilian, et al.
Published: (2025) -
Capturing the Topological Phase Transition and Thermodynamics of the 2D XY Model via Manifold-Aware Score-Based Generative Modeling
by: Jha, Pratyush
Published: (2026) -
Autonomous Discovery of the Ising Model's Critical Parameters with Reinforcement Learning
by: Man, Hai, et al.
Published: (2026) -
A Unsupervised Framework for Identifying Diverse Quantum Phase Transitions Using Classical Shadow Tomography
by: Ho, Chi-Ting, et al.
Published: (2025)