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 455 篇，第 2 / 10 页

51. NeurIPS 2025BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models
52. NeurIPS 2025Boundary-Value PDEs Meet Higher-Order Differential Topology-aware GNNs
53. NeurIPS 2025BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
54. NeurIPS 2025Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
55. NeurIPS 2025Breaking the Discretization Barrier of Continuous Physics Simulation Learning
56. NeurIPS 2025Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
57. NeurIPS 2025Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
58. NeurIPS 2025Bringing SAM to new heights: leveraging elevation data for tree crown segmentation from drone imagery
59. NeurIPS 2025CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs
60. NeurIPS 2025Can NeRFs "See" without Cameras?
61. NeurIPS 2025CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
62. NeurIPS 2025CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
63. NeurIPS 2025Causal Climate Emulation with Bayesian Filtering
64. NeurIPS 2025CheMixHub: Datasets and Benchmarks for Chemical Mixture Property Prediction
65. NeurIPS 2025ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
66. NeurIPS 2025ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models
67. NeurIPS 2025ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction
68. NeurIPS 2025CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering
69. NeurIPS 2025CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
70. NeurIPS 2025Clustering via Hedonic Games: New Concepts and Algorithms
71. NeurIPS 2025Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
72. NeurIPS 2025Codifying Character Logic in Role-Playing
73. NeurIPS 2025Collapsing Taylor Mode Automatic Differentiation
74. NeurIPS 2025Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
75. NeurIPS 2025Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
76. NeurIPS 2025Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
77. NeurIPS 2025Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms
78. NeurIPS 2025Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
79. NeurIPS 2025Consistency of Physics-Informed Neural Networks for Second-Order Elliptic Equations
80. NeurIPS 2025Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
81. NeurIPS 2025ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
82. NeurIPS 2025Continuous Simplicial Neural Networks
83. NeurIPS 2025CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
84. NeurIPS 2025Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
85. NeurIPS 2025Covariate-moderated Empirical Bayes Matrix Factorization
86. NeurIPS 2025CrypticBio: A Large Multimodal Dataset for Visually Confusing Species
87. NeurIPS 2025Curly Flow Matching for Learning Non-gradient Field Dynamics
88. NeurIPS 2025Dataset Distillation of 3D Point Clouds via Distribution Matching
89. NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
90. NeurIPS 2025Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
91. NeurIPS 2025DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
92. NeurIPS 2025Deep Legendre Transform
93. NeurIPS 2025DeepHalo: A Neural Choice Model with Controllable Context Effects
94. NeurIPS 2025DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
95. NeurIPS 2025Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
96. NeurIPS 2025Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
97. NeurIPS 2025Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
98. NeurIPS 2025Detecting Data Deviations in Electronic Health Records
99. NeurIPS 2025DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
100. NeurIPS 2025DGH: Dynamic Gaussian Hair

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。