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 287 篇，第 2 / 6 页

51. ICML 2025Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation
52. ICML 2025Counting atoms faster: policy-based nuclear magnetic resonance pulse sequencing for atomic abundance measurement
53. ICML 2025Cross-City Latent Space Alignment for Consistency Region Embedding
54. ICML 2025CursorCore: Assist Programming through Aligning Anything
55. ICML 2025Curvature-aware Graph Attention for PDEs on Manifolds
56. ICML 2025CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
57. ICML 2025Deep Electromagnetic Structure Design Under Limited Evaluation Budgets
58. ICML 2025Deep Neural Cellular Potts Models
59. ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
60. ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
61. ICML 2025Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
62. ICML 2025DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra
63. ICML 2025Diffusion on Language Model Encodings for Protein Sequence Generation
64. ICML 2025DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction
65. ICML 2025Discovering Physics Laws of Dynamical Systems via Invariant Function Learning
66. ICML 2025Discovering Symbolic Cognitive Models from Human and Animal Behavior
67. ICML 2025Discrete and Continuous Difference of Submodular Minimization
68. ICML 2025Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions
69. ICML 2025DocVXQA: Context-Aware Visual Explanations for Document Question Answering
70. ICML 2025DragSolver: A Multi-Scale Transformer for Real-World Automotive Drag Coefficient Estimation
71. ICML 2025DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
72. ICML 2025EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
73. ICML 2025EcoMapper: Generative Modeling for Climate-Aware Satellite Imagery
74. ICML 2025Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
75. ICML 2025Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
76. ICML 2025ELoRA: Low-Rank Adaptation for Equivariant GNNs
77. ICML 2025Elucidating the Design Space of Multimodal Protein Language Models
78. ICML 2025Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks
79. ICML 2025Energy-Based Flow Matching for Generating 3D Molecular Structure
80. ICML 2025Enforcing Idempotency in Neural Networks
81. ICML 2025Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization
82. ICML 2025EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
83. ICML 2025Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
84. ICML 2025ESPFormer: Doubly-Stochastic Attention with Expected Sliced Transport Plans
85. ICML 2025EvFocus: Learning to Reconstruct Sharp Images from Out-of-Focus Event Streams
86. ICML 2025Exploring Representations and Interventions in Time Series Foundation Models
87. ICML 2025ExtPose: Robust and Coherent Pose Estimation by Extending ViTs
88. ICML 2025Fast and Low-Cost Genomic Foundation Models via Outlier Removal
89. ICML 2025Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
90. ICML 2025Faster Global Minimum Cut with Predictions
91. ICML 2025Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry
92. ICML 2025Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework
93. ICML 2025Feedforward Few-shot Species Range Estimation
94. ICML 2025Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
95. ICML 2025Field Matching: an Electrostatic Paradigm to Generate and Transfer Data
96. ICML 2025Finding Wasserstein Ball Center: Efficient Algorithm and The Applications in Fairness
97. ICML 2025Fixed-Confidence Multiple Change Point Identification under Bandit Feedback
98. ICML 2025Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function
99. ICML 2025FlashTP: Fused, Sparsity-Aware Tensor Product for Machine Learning Interatomic Potentials
100. ICML 2025Flexibility-conditioned protein structure design with flow matching

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。