Mimicking the Physicist's Eye:A VLM-centric Approach for Physics Formula Discovery
Fuente:
arXiv
Guardado en:
| Autores principales: | Liu, Jiaqi, Lai, Songning, Li, Pengze, Yu, Di, Zhou, Wenjie, Zhou, Yiyang, Xia, Peng, Wang, Zijun, Chen, Xi, Tang, Shixiang, Bai, Lei, Ouyang, Wanli, Ding, Mingyu, Yao, Huaxiu, Wang, Aoran |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
por: Li, Pengze, et al.
Publicado: (2025)
por: Li, Pengze, et al.
Publicado: (2025)
PhysUniBench: A Multi-Modal Physics Reasoning Benchmark at Undergraduate Level
por: Wang, Lintao, et al.
Publicado: (2025)
por: Wang, Lintao, et al.
Publicado: (2025)
MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data
por: Li, Ruikun, et al.
Publicado: (2025)
por: Li, Ruikun, et al.
Publicado: (2025)
Recurrent Neural Goodness-of-Fit Test for Time Series
por: Zhang, Aoran, et al.
Publicado: (2024)
por: Zhang, Aoran, et al.
Publicado: (2024)
Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations
por: Li, Pengze, et al.
Publicado: (2026)
por: Li, Pengze, et al.
Publicado: (2026)
SECURE: Stable Early Collision Understanding via Robust Embeddings in Autonomous Driving
por: Wang, Wenjing, et al.
Publicado: (2026)
por: Wang, Wenjing, et al.
Publicado: (2026)
S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering
por: Su, Encheng, et al.
Publicado: (2026)
por: Su, Encheng, et al.
Publicado: (2026)
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
por: Liu, Jiaqi, et al.
Publicado: (2025)
por: Liu, Jiaqi, et al.
Publicado: (2025)
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
por: Zhang, Di, et al.
Publicado: (2024)
por: Zhang, Di, et al.
Publicado: (2024)
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition
por: Liu, Yujie, et al.
Publicado: (2025)
por: Liu, Yujie, et al.
Publicado: (2025)
SciIF: Benchmarking Scientific Instruction Following Towards Rigorous Scientific Intelligence
por: Su, Encheng, et al.
Publicado: (2026)
por: Su, Encheng, et al.
Publicado: (2026)
Solving all laminar flows around airfoils all-at-once using a parametric neural network solver
por: Cao, Wenbo, et al.
Publicado: (2025)
por: Cao, Wenbo, et al.
Publicado: (2025)
CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming
por: Deng, Han, et al.
Publicado: (2025)
por: Deng, Han, et al.
Publicado: (2025)
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation
por: Wu, Jianyu, et al.
Publicado: (2025)
por: Wu, Jianyu, et al.
Publicado: (2025)
Knowing the Answer Isn't Enough: Fixing Reasoning Path Failures in LVLMs
por: Wang, Chaoyang, et al.
Publicado: (2025)
por: Wang, Chaoyang, et al.
Publicado: (2025)
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling
por: Tang, Shixiang, et al.
Publicado: (2025)
por: Tang, Shixiang, et al.
Publicado: (2025)
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
por: Zhou, Yiyang, et al.
Publicado: (2024)
por: Zhou, Yiyang, et al.
Publicado: (2024)
Market Crash Risk and the Cross‐Section of Stock Returns: Evidence in China
por: Aoran Zhang, et al.
Publicado: (2025)
por: Aoran Zhang, et al.
Publicado: (2025)
GameVLM: A Decision-making Framework for Robotic Task Planning Based on Visual Language Models and Zero-sum Games
por: Mei, Aoran, et al.
Publicado: (2024)
por: Mei, Aoran, et al.
Publicado: (2024)
ReplanVLM: Replanning Robotic Tasks with Visual Language Models
por: Mei, Aoran, et al.
Publicado: (2024)
por: Mei, Aoran, et al.
Publicado: (2024)
EgoAgent: A Joint Predictive Agent Model in Egocentric Worlds
por: Chen, Lu, et al.
Publicado: (2025)
por: Chen, Lu, et al.
Publicado: (2025)
Mitigating Spurious Background Bias in Multimedia Recognition with Disentangled Concept Bottlenecks
por: Huang, Gaoxiang, et al.
Publicado: (2025)
por: Huang, Gaoxiang, et al.
Publicado: (2025)
Wolf2Pack: The AutoFusion Framework for Dynamic Parameter Fusion
por: Tian, Bowen, et al.
Publicado: (2024)
por: Tian, Bowen, et al.
Publicado: (2024)
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
por: Xia, Peng, et al.
Publicado: (2025)
por: Xia, Peng, et al.
Publicado: (2025)
Physicists Are Still Joking
por: Halperin, Igor
Publicado: (2025)
por: Halperin, Igor
Publicado: (2025)
The Physicist's Guide to the HMC
por: Ostmeyer, Johann
Publicado: (2025)
por: Ostmeyer, Johann
Publicado: (2025)
FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model
por: Wang, ZiDong, et al.
Publicado: (2024)
por: Wang, ZiDong, et al.
Publicado: (2024)
Is Your Writing Being Mimicked by AI? Unveiling Imitation with Invisible Watermarks in Creative Writing
por: Zhang, Ziwei, et al.
Publicado: (2025)
por: Zhang, Ziwei, et al.
Publicado: (2025)
GaussianVLM: Scene-centric 3D Vision-Language Models using Language-aligned Gaussian Splats for Embodied Reasoning and Beyond
por: Halacheva, Anna-Maria, et al.
Publicado: (2025)
por: Halacheva, Anna-Maria, et al.
Publicado: (2025)
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
por: Li, Junxian, et al.
Publicado: (2024)
por: Li, Junxian, et al.
Publicado: (2024)
MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding
por: Wang, Yuan, et al.
Publicado: (2024)
por: Wang, Yuan, et al.
Publicado: (2024)
PRISM: Progressive Rain removal with Integrated State-space Modeling
por: Xue, Pengze, et al.
Publicado: (2025)
por: Xue, Pengze, et al.
Publicado: (2025)
Autobiographical Notes of a Physicist
por: Mermin, N. David
Publicado: (2024)
por: Mermin, N. David
Publicado: (2024)
An introduction to Neural Networks for Physicists
por: de Miranda, G. Café, et al.
Publicado: (2025)
por: de Miranda, G. Café, et al.
Publicado: (2025)
Data-centric NLP Backdoor Defense from the Lens of Memorization
por: Wang, Zhenting, et al.
Publicado: (2024)
por: Wang, Zhenting, et al.
Publicado: (2024)
Calibrating Decision Robustness via Inverse Conformal Risk Control
por: Zhou, Wenbin, et al.
Publicado: (2025)
por: Zhou, Wenbin, et al.
Publicado: (2025)
Hierarchical Probabilistic Conformal Prediction for Distributed Energy Resources Adoption
por: Zhou, Wenbin, et al.
Publicado: (2024)
por: Zhou, Wenbin, et al.
Publicado: (2024)
A Renaissance of Explicit Motion Information Mining from Transformers for Action Recognition
por: Zhuang, Peiqin, et al.
Publicado: (2025)
por: Zhuang, Peiqin, et al.
Publicado: (2025)
SimpleOCR: Rendering Visualized Questions to Teach MLLMs to Read
por: Peng, Yibo, et al.
Publicado: (2026)
por: Peng, Yibo, et al.
Publicado: (2026)
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification
por: He, Weizhen, et al.
Publicado: (2024)
por: He, Weizhen, et al.
Publicado: (2024)
Ejemplares similares
-
ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
por: Li, Pengze, et al.
Publicado: (2025) -
PhysUniBench: A Multi-Modal Physics Reasoning Benchmark at Undergraduate Level
por: Wang, Lintao, et al.
Publicado: (2025) -
MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data
por: Li, Ruikun, et al.
Publicado: (2025) -
Recurrent Neural Goodness-of-Fit Test for Time Series
por: Zhang, Aoran, et al.
Publicado: (2024) -
Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations
por: Li, Pengze, et al.
Publicado: (2026)