应用 · chemistry physics and earth sciences论文趋势 2023–2026

主要结论

• 应用 · chemistry physics and earth sciences论文从 2023 年的 293 篇增长到 2026 年的 1,217 篇，三年间扩大到约 4.2 倍。
• NeurIPS 是发应用 · chemistry physics and earth sciences论文最多的会议，2023–2026 年共 1,107 篇，占四个会议总量的 33%。
• 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 3 篇增至 2026 年的 95 篇。
• 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 2；同组增长最快的应用 · health medicine是 61 倍，应用 · chemistry physics and earth sciences是 4.2 倍。

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

全部应用 · chemistry physics and earth sciences论文

共 104 篇，第 1 / 3 页

1. CVPR 2026AeroAgent A Vision-Physics-Decision Framework for Aerodynamic Vehicle Design
2. CVPR 2026alphaMatte4K muMatting Dataset and Model for Ultra-Micro Precision Alpha
3. CVPR 2026Any4D Unified Feed-Forward Metric 4D Reconstruction
4. CVPR 2026ArtiMuse Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level
5. CVPR 2026Artiverse A Diverse and Physically Grounded Dataset for Articulated Objects
6. CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
7. CVPR 2026AviaSafe A Physics-Informed Data-Driven Model for Aviation Safety-Critical Cloud Forecasts
8. CVPR 2026Beyond Reassembly Fractured Object Recovery with Missing Parts
9. CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation
10. CVPR 2026ChronoGS Disentangling Invariants and Changes in Multi-Period Scenes
11. CVPR 2026Contact-Aware Neural Dynamics
12. CVPR 2026DeX-Portrait Disentangled and Expressive Portrait Animation via Explicit and Latent
13. CVPR 2026DreamSAC Learning Hamiltonian World Models via Symmetry Exploration
14. CVPR 2026DRiffusion Draft-and-Refine Process Parallelizes Diffusion Models with Ease
15. CVPR 2026Dynamic Black-hole Emission Tomography with Physics-informed Neural Fields
16. CVPR 2026Dynamics Language-Based Representation for Inferring Rigid-Body Dynamics From Videos
17. CVPR 2026Efficient and Training-Free Single-Image Diffusion Models
18. CVPR 2026EI-PartExplode for Completion and Implode for Refinement
19. CVPR 2026Electromagnetic Inverse Scattering from a Single Transmitter
20. CVPR 2026Event Structural Valley A Unified Theoretical and Practical Framework for
21. CVPR 2026Exploring 6D Object Pose Estimation with Deformation
22. CVPR 2026Feed-forward Gaussian Registration for Head Avatar Creation and Editing
23. CVPR 2026FlashMesh Faster and Better Autoregressive Mesh Synthesis via Structured Speculation
24. CVPR 2026FlowPortal Residual-Corrected Flow for Training-Free Video Relighting and Background Replacement
25. CVPR 2026From Attraction to Equilibrium Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly
26. CVPR 2026From Measurement to Mitigation Quantifying and Reducing Identity Leakage in
27. CVPR 2026FUSAR-GPT A Spatiotemporal Feature-Embedded and Two-Stage Decoupled Visual Language Model
28. CVPR 2026GaussianFluent Gaussian Simulation for Dynamic Scenes with Mixed Materials
29. CVPR 2026Generating Humanless Environment Walkthroughs from Egocentric Walking Tour Videos
30. CVPR 2026GeoDexGrasp Geometry-aware Generation for Data-efficient and Physics-plausible Dexterous Grasping
31. CVPR 2026Globscope Toward a Global View of the Loss Landscape
32. CVPR 2026Goal Force Teaching Video Models To Accomplish Physics-Conditioned Goals
33. CVPR 2026Ground Reaction Inertial Poser Physics-based Human Motion Capture from Sparse
34. CVPR 2026GUI-CEval A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI
35. CVPR 2026Guiding a Diffusion Model by Swapping Its Tokens
36. CVPR 2026ImmerIris A Large-Scale Dataset and Benchmark for Off-Axis and Unconstrained
37. CVPR 2026InterAgent Physics-based Multi-agent Command Execution via Diffusion on Interaction Graphs
38. CVPR 2026InterPhys Physics-aware Human Motion Synthesis in a Dynamic Scene
39. CVPR 2026IPR-1 Interactive Physical Reasoner
40. CVPR 2026Learning to Control Physically-simulated 3D Characters via Generating and Mimicking
41. CVPR 2026Learning to Solve PDEs on Neural Shape Representations
42. CVPR 2026Let it Snow Animating 3D Gaussian Scenes with Dynamic Weather
43. CVPR 2026MaskAdapt Learning Flexible Motion Adaptation via Mask-Invariant Prior for Physics-Based
44. CVPR 2026MicroFM Physics-guided Flow Matching for Isotropic Microscopy Reconstruction
45. CVPR 2026MOMO Mars Orbital MOdel Foundation Model for Mars Orbital Applications
46. CVPR 2026MorphAny3D Unleashing the Power of Structured Latent in 3D Morphing
47. CVPR 2026MSPT Efficient Large-Scale Physical Modeling via Parallelized Multi-Scale Attention
48. CVPR 2026MTA Multimodal Task Alignment for BEV Perception and Captioning
49. CVPR 2026NeighborMAE Exploiting Spatial Dependencies between Neighboring Earth Observation Images in
50. CVPR 2026NeoVerse Enhancing 4D World Model with in-the-wild Monocular Videos

常见问题

2023–2026 年四大会议一共有多少篇应用 · chemistry physics and earth sciences论文？

共 3,316 篇，按年份分别是 2023 年 293 篇、2024 年 680 篇、2025 年 1,126 篇、2026 年 1,217 篇。

NeurIPS 2026 有多少篇应用 · chemistry physics and earth sciences论文？

NeurIPS 2026 有 299 篇应用 · chemistry physics and earth sciences论文，上一届是 455 篇。

ICLR 2026 有多少篇应用 · chemistry physics and earth sciences论文？

ICLR 2026 有 373 篇应用 · chemistry physics and earth sciences论文，上一届是 297 篇。

ICML 2026 有多少篇应用 · chemistry physics and earth sciences论文？

ICML 2026 有 441 篇应用 · chemistry physics and earth sciences论文，上一届是 287 篇。

CVPR 2026 有多少篇应用 · chemistry physics and earth sciences论文？

CVPR 2026 有 104 篇应用 · chemistry physics and earth sciences论文，上一届是 87 篇。

哪个会议的应用 · chemistry physics and earth sciences论文最多？

NeurIPS，2023–2026 年共 1,107 篇。