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 680 篇，第 2 / 14 页

51. CVPR 2024One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls
52. CVPR 2024One-dimensional Adapter to Rule Them All: Concepts Diffusion Models and Erasing Applications
53. CVPR 2024ParamISP: Learned Forward and Inverse ISPs using Camera Parameters
54. CVPR 2024PaSCo: Urban 3D Panoptic Scene Completion with Uncertainty Awareness
55. CVPR 2024Permutation Equivariance of Transformers and Its Applications
56. CVPR 2024PhysGaussian: Physics-Integrated 3D Gaussians for Generative Dynamics
57. CVPR 2024Physics-Aware Hand-Object Interaction Denoising
58. CVPR 2024Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models
59. CVPR 2024PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos
60. CVPR 2024PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF
61. CVPR 2024PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates
62. CVPR 2024PoNQ: a Neural QEM-based Mesh Representation
63. CVPR 2024Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
64. CVPR 2024Rewrite the Stars
65. CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
66. CVPR 2024Selective Nonlinearities Removal from Digital Signals
67. CVPR 2024SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
68. CVPR 2024SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing
69. CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
70. CVPR 2024Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements
71. CVPR 2024Structure-Aware Sparse-View X-ray 3D Reconstruction
72. CVPR 2024SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting
73. CVPR 2024Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
74. CVPR 2024Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency
75. CVPR 2024TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations
76. CVPR 2024UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
77. CVPR 2024Unsupervised Deep Unrolling Networks for Phase Unwrapping
78. CVPR 2024URHand: Universal Relightable Hands
79. CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
80. CVPR 2024WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
81. ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
82. ICLR 2024A Foundation Model for Error Correction Codes
83. ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
84. ICLR 2024A Plug-and-Play Image Registration Network
85. ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
86. ICLR 2024Accelerated Sampling with Stacked Restricted Boltzmann Machines
87. ICLR 2024Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
88. ICLR 2024Active Retrosynthetic Planning Aware of Route Quality
89. ICLR 2024Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
90. ICLR 2024Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
91. ICLR 2024AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
92. ICLR 2024An operator preconditioning perspective on training in physics-informed machine learning
93. ICLR 2024Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
94. ICLR 2024Automatic Functional Differentiation in JAX
95. ICLR 2024Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
96. ICLR 2024Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
97. ICLR 2024BENO: Boundary-embedded Neural Operators for Elliptic PDEs
98. ICLR 2024Better Neural PDE Solvers Through Data-Free Mesh Movers
99. ICLR 2024BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
100. ICLR 2024BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics

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。