应用 · chemistry physics and earth sciences论文趋势 2023–2026
应用方向：chemistry_physics_and_earth_sciences
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 3,316 篇被归入该主题的论文。
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。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 77 | 65 | 83 | 68 | 293 |
| 2024 | 276 | 160 | 164 | 80 | 680 |
| 2025 | 455 | 297 | 287 | 87 | 1,126 |
| 2026 | 299 | 373 | 441 | 104 | 1,217 |
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 1,107 篇，第 8 / 23 页
- NeurIPS 2025Boundary-Value PDEs Meet Higher-Order Differential Topology-aware GNNs
- NeurIPS 2025BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
- NeurIPS 2025Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
- NeurIPS 2025Breaking the Discretization Barrier of Continuous Physics Simulation Learning
- NeurIPS 2025Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
- NeurIPS 2025Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
- NeurIPS 2025Bringing SAM to new heights: leveraging elevation data for tree crown segmentation from drone imagery
- NeurIPS 2025CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs
- NeurIPS 2025Can NeRFs "See" without Cameras?
- NeurIPS 2025CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
- NeurIPS 2025CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
- NeurIPS 2025Causal Climate Emulation with Bayesian Filtering
- NeurIPS 2025CheMixHub: Datasets and Benchmarks for Chemical Mixture Property Prediction
- NeurIPS 2025ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
- NeurIPS 2025ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models
- NeurIPS 2025ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction
- NeurIPS 2025CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering
- NeurIPS 2025CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
- NeurIPS 2025Clustering via Hedonic Games: New Concepts and Algorithms
- NeurIPS 2025Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
- NeurIPS 2025Codifying Character Logic in Role-Playing
- NeurIPS 2025Collapsing Taylor Mode Automatic Differentiation
- NeurIPS 2025Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
- NeurIPS 2025Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
- NeurIPS 2025Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
- NeurIPS 2025Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms
- NeurIPS 2025Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
- NeurIPS 2025Consistency of Physics-Informed Neural Networks for Second-Order Elliptic Equations
- NeurIPS 2025Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
- NeurIPS 2025ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
- NeurIPS 2025Continuous Simplicial Neural Networks
- NeurIPS 2025CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
- NeurIPS 2025Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
- NeurIPS 2025Covariate-moderated Empirical Bayes Matrix Factorization
- NeurIPS 2025CrypticBio: A Large Multimodal Dataset for Visually Confusing Species
- NeurIPS 2025Curly Flow Matching for Learning Non-gradient Field Dynamics
- NeurIPS 2025Dataset Distillation of 3D Point Clouds via Distribution Matching
- NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
- NeurIPS 2025Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
- NeurIPS 2025DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
- NeurIPS 2025Deep Legendre Transform
- NeurIPS 2025DeepHalo: A Neural Choice Model with Controllable Context Effects
- NeurIPS 2025DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
- NeurIPS 2025Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
- NeurIPS 2025Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
- NeurIPS 2025Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
- NeurIPS 2025Detecting Data Deviations in Electronic Health Records
- NeurIPS 2025DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
- NeurIPS 2025DGH: Dynamic Gaussian Hair
- NeurIPS 2025Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
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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。