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 895 篇，第 12 / 18 页
- ICLR 2025MorphoDiff: Cellular Morphology Painting with Diffusion Models
- ICLR 2025MotherNet: Fast Training and Inference via Hyper-Network Transformers
- ICLR 2025Multi-domain Distribution Learning for De Novo Drug Design
- ICLR 2025Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
- ICLR 2025Multi-objective antibody design with constrained preference optimization
- ICLR 2025Neural Context Flows for Meta-Learning of Dynamical Systems
- ICLR 2025Neural Wave Equation for Irregularly Sampled Sequence Data
- ICLR 2025NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
- ICLR 2025NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
- ICLR 2025No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
- ICLR 2025No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
- ICLR 2025Node Similarities under Random Projections: Limits and Pathological Cases
- ICLR 2025Nonlinear multiregion neural dynamics with parametric impulse response communication channels
- ICLR 2025NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions
- ICLR 2025OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
- ICLR 2025On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
- ICLR 2025On the Benefits of Memory for Modeling Time-Dependent PDEs
- ICLR 2025On the Expressive Power of Sparse Geometric MPNNs
- ICLR 2025On the Fourier analysis in the SO(3) space : the EquiLoPO Network
- ICLR 2025One for all and all for one: Efficient computation of partial Wasserstein distances on the line
- ICLR 2025Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
- ICLR 2025OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
- ICLR 2025Optimal Protocols for Continual Learning via Statistical Physics and Control Theory
- ICLR 2025OSDA Agent: Leveraging Large Language Models for De Novo Design of Organic Structure Directing Agents
- ICLR 2025Partial Gromov-Wasserstein Metric
- ICLR 2025Periodic Materials Generation using Text-Guided Joint Diffusion Model
- ICLR 2025PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders
- ICLR 2025PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems
- ICLR 2025Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process
- ICLR 2025Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems
- ICLR 2025Physics of Language Models: Part 3.2, Knowledge Manipulation
- ICLR 2025Physics of Language Models: Part 3.3, Knowledge Capacity Scaling Laws
- ICLR 2025Physics-aligned field reconstruction with diffusion bridge
- ICLR 2025Physics-Informed Diffusion Models
- ICLR 2025Physics-informed Temporal Difference Metric Learning for Robot Motion Planning
- ICLR 2025PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark
- ICLR 2025PIED: Physics-Informed Experimental Design for Inverse Problems
- ICLR 2025PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations
- ICLR 2025PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows
- ICLR 2025PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks
- ICLR 2025PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling
- ICLR 2025PRDP: Progressively Refined Differentiable Physics
- ICLR 2025Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning
- ICLR 2025Probabilistic Geometric Principal Component Analysis with application to neural data
- ICLR 2025ProtComposer: Compositional Protein Structure Generation with 3D Ellipsoids
- ICLR 2025Protein Language Model Fitness is a Matter of Preference
- ICLR 2025Proteina: Scaling Flow-based Protein Structure Generative Models
- ICLR 2025ProteinBench: A Holistic Evaluation of Protein Foundation Models
- ICLR 2025ProtPainter: Draw or Drag Protein via Topology-guided Diffusion
- ICLR 2025Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer
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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。