Cover Image

DiffPhyCon: A Generative Approach to Control Complex Physical Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wei, Long, Hu, Peiyan, Feng, Ruiqi, Feng, Haodong, Du, Yixuan, Zhang, Tao, Wang, Rui, Wang, Yue, Ma, Zhi-Ming, Wu, Tailin
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
by: Wei, Long, et al.
Published: (2024)

From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control
by: Hu, Peiyan, et al.
Published: (2025)

Wavelet Diffusion Neural Operator
by: Hu, Peiyan, et al.
Published: (2024)

Multi-modal Policies with Physics-informed Representations in Complex Fluid Environments
by: Feng, Haodong, et al.
Published: (2024)

Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control
by: Hu, Peiyan, et al.
Published: (2025)

On the Guidance of Flow Matching
by: Feng, Ruiqi, et al.
Published: (2025)

RealPDEBench: A Benchmark for Complex Physical Systems with Real-World Data
by: Hu, Peiyan, et al.
Published: (2026)

Better Neural PDE Solvers Through Data-Free Mesh Movers
by: Hu, Peiyan, et al.
Published: (2023)

GenCP: Towards Generative Modeling Paradigm of Coupled Physics
by: Gao, Tianrun, et al.
Published: (2026)

VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
by: Zhang, Tao, et al.
Published: (2025)

How to Re-enable PDE Loss for Physical Systems Modeling Under Partial Observation
by: Feng, Haodong, et al.
Published: (2024)

One step further with Monte-Carlo sampler to guide diffusion better
by: Ren, Minsi, et al.
Published: (2026)

On the Design of One-step Diffusion via Shortcutting Flow Paths
by: Lin, Haitao, et al.
Published: (2025)

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis
by: Xie, Yifan, et al.
Published: (2024)

PhySense: Sensor Placement Optimization for Accurate Physics Sensing
by: Ma, Yuezhou, et al.
Published: (2025)

Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis
by: Zhang, Juanhua, et al.
Published: (2024)

PhyVLLM: Physics-Guided Video Language Model with Motion-Appearance Disentanglement
by: Zhan, Yu-Wei, et al.
Published: (2025)

PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement
by: Wang, Yian, et al.
Published: (2026)

Diff-Oracle: Deciphering Oracle Bone Scripts with Controllable Diffusion Model
by: Li, Jing, et al.
Published: (2023)

ProPhy: Progressive Physical Alignment for Dynamic World Simulation
by: Wang, Zijun, et al.
Published: (2025)

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey
by: Wang, Haixin, et al.
Published: (2024)

PhyCritic: Multimodal Critic Models for Physical AI
by: Xiong, Tianyi, et al.
Published: (2026)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
by: Zhang, Haozhen, et al.
Published: (2026)

Integrated Modeling, Verification, and Code Generation for Unmanned Aerial Systems
by: Zhang, Jianyu, et al.
Published: (2024)

ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
by: Zheng, Zhicheng, et al.
Published: (2024)

PhyDA: Physics-Guided Diffusion Models for Data Assimilation in Atmospheric Systems
by: Wang, Hao, et al.
Published: (2025)

DiffCSS: Diverse and Expressive Conversational Speech Synthesis with Diffusion Models
by: wu, Weihao, et al.
Published: (2025)

BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution
by: Li, Feng, et al.
Published: (2024)

"PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
by: Gu, Jing, et al.
Published: (2025)

GazeMoDiff: Gaze-guided Diffusion Model for Stochastic Human Motion Prediction
by: Yan, Haodong, et al.
Published: (2023)

PhyCo: Learning Controllable Physical Priors for Generative Motion
by: Narayanan, Sriram, et al.
Published: (2026)

PhiNet: Speaker Verification with Phonetic Interpretability
by: Ma, Yi, et al.
Published: (2026)

CoDiPhy: A General Framework for Applying Denoising Diffusion Models to the Physical Layer of Wireless Communication Systems
by: Neshaastegaran, Peyman, et al.
Published: (2025)

StereoDiff: Stereo-Diffusion Synergy for Video Depth Estimation
by: Li, Haodong, et al.
Published: (2025)

AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
by: Hettige, Kethmi Hirushini, et al.
Published: (2024)

Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision
by: Yan, Weicai, et al.
Published: (2025)

PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation
by: Cai, Yuanhao, et al.
Published: (2025)

PhyScene: Physically Interactable 3D Scene Synthesis for Embodied AI
by: Yang, Yandan, et al.
Published: (2024)

PhyDetEx: Detecting and Explaining the Physical Plausibility of T2V Models
by: Wang, Zeqing, et al.
Published: (2025)

DiffHarmony: Latent Diffusion Model Meets Image Harmonization
by: Zhou, Pengfei, et al.
Published: (2024)