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 680 篇，第 4 / 14 页
- ICLR 2024GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs
- ICLR 2024GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation
- ICLR 2024Guaranteed Approximation Bounds for Mixed-Precision Neural Operators
- ICLR 2024How connectivity structure shapes rich and lazy learning in neural circuits
- ICLR 2024I-PHYRE: Interactive Physical Reasoning
- ICLR 2024ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
- ICLR 2024Improving protein optimization with smoothed fitness landscapes
- ICLR 2024Interpretable Meta-Learning of Physical Systems
- ICLR 2024Invariance-based Learning of Latent Dynamics
- ICLR 2024KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
- ICLR 2024Lagrangian Flow Networks for Conservation Laws
- ICLR 2024Large Language Models as Optimizers
- ICLR 2024Large-scale Training of Foundation Models for Wearable Biosignals
- ICLR 2024Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video
- ICLR 2024LCOT: Linear Circular Optimal Transport
- ICLR 2024Learning dynamic representations of the functional connectome in neurobiological networks
- ICLR 2024Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
- ICLR 2024Learning interpretable control inputs and dynamics underlying animal locomotion
- ICLR 2024Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
- ICLR 2024Learning Planning Abstractions from Language
- ICLR 2024Learning Polynomial Problems with $SL(2, \mathbb{R})$-Equivariance
- ICLR 2024Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
- ICLR 2024Learning the greatest common divisor: explaining transformer predictions
- ICLR 2024Learning Thresholds with Latent Values and Censored Feedback
- ICLR 2024Learning to design protein-protein interactions with enhanced generalization
- ICLR 2024Learning to Reject with a Fixed Predictor: Application to Decontextualization
- ICLR 2024Learning with Language-Guided State Abstractions
- ICLR 2024Let's do the time-warp-attend: Learning topological invariants of dynamical systems
- ICLR 2024LILO: Learning Interpretable Libraries by Compressing and Documenting Code
- ICLR 2024LipSim: A Provably Robust Perceptual Similarity Metric
- ICLR 2024LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
- ICLR 2024Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
- ICLR 2024Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data
- ICLR 2024MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
- ICLR 2024Mayfly: a Neural Data Structure for Graph Stream Summarization
- ICLR 2024MgNO: Efficient Parameterization of Linear Operators via Multigrid
- ICLR 2024Minimax optimality of convolutional neural networks for infinite dimensional input-output problems and separation from kernel methods
- ICLR 2024MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
- ICLR 2024Multimodal Molecular Pretraining via Modality Blending
- ICLR 2024Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel
- ICLR 2024Neural Spectral Methods: Self-supervised learning in the spectral domain
- ICLR 2024NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling
- ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
- ICLR 2024Parsing neural dynamics with infinite recurrent switching linear dynamical systems
- ICLR 2024PhyloGFN: Phylogenetic inference with generative flow networks
- ICLR 2024PINNACLE: PINN Adaptive ColLocation and Experimental points selection
- ICLR 2024PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks
- ICLR 2024Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
- ICLR 2024Predictive, scalable and interpretable knowledge tracing on structured domains
- ICLR 2024Protein Discovery with Discrete Walk-Jump Sampling
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可以直接复制这句话问 AI
用 paperlist 查应用 · chemistry physics and earth sciences在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
AI 会调用的工具：get_topic_stats {"topic": "app-chemistry-physics-and-earth-sciences"}
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。