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 1,126 篇，第 12 / 23 页
- ICML 2025MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
- ICML 2025Near-optimal Sketchy Natural Gradients for Physics-Informed Neural Networks
- ICML 2025NEAR: Neural Electromagnetic Array Response
- ICML 2025Neural Encoding and Decoding at Scale
- ICML 2025Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning
- ICML 2025Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery
- ICML 2025NMA-tune: Generating Highly Designable and Dynamics Aware Protein Backbones
- ICML 2025Non-asymptotic Error Bounds in $\mathcal{W}_2$-Distance with Sqrt(d) Dimension Dependence and First Order Convergence for Langevin Monte Carlo beyond Log-Concavity
- ICML 2025Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks
- ICML 2025Offline Model-based Optimization for Real-World Molecular Discovery
- ICML 2025OmniArch: Building Foundation Model for Scientific Computing
- ICML 2025On Temperature Scaling and Conformal Prediction of Deep Classifiers
- ICML 2025On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
- ICML 2025OneForecast: A Universal Framework for Global and Regional Weather Forecasting
- ICML 2025Open Materials Generation with Stochastic Interpolants
- ICML 2025Optimal Auction Design in the Joint Advertising
- ICML 2025Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach
- ICML 2025Optimizing Social Network Interventions via Hypergradient-Based Recommender System Design
- ICML 2025Otter: Generating Tests from Issues to Validate SWE Patches
- ICML 2025PDE-Controller: LLMs for Autoformalization and Reasoning of PDEs
- ICML 2025PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
- ICML 2025PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction
- ICML 2025Perceptually Constrained Precipitation Nowcasting Model
- ICML 2025Permutation Equivariant Neural Networks for Symmetric Tensors
- ICML 2025Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
- ICML 2025Persistent Topological Features in Large Language Models
- ICML 2025Physics Aware Neural Networks for Unsupervised Binding Energy Prediction
- ICML 2025Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification
- ICML 2025Physics-Informed Generative Modeling of Wireless Channels
- ICML 2025Physics-informed Temporal Alignment for Auto-regressive PDE Foundation Models
- ICML 2025Physics-Informed Weakly Supervised Learning For Interatomic Potentials
- ICML 2025Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule
- ICML 2025PINNsAgent: Automated PDE Surrogation with Large Language Models
- ICML 2025Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
- ICML 2025PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
- ICML 2025Position: AI Scaling: From Up to Down and Out
- ICML 2025Position: Rethinking LLM Bias Probing Using Lessons from the Social Sciences
- ICML 2025Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
- ICML 2025PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design
- ICML 2025Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
- ICML 2025Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble
- ICML 2025Protein Structure Tokenization: Benchmarking and New Recipe
- ICML 2025PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models
- ICML 2025QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
- ICML 2025Quadruple Attention in Many-body Systems for Accurate Molecular Property Predictions
- ICML 2025QuanONet: Quantum Neural Operator with Application to Differential Equation
- ICML 2025Reducing Tool Hallucination via Reliability Alignment
- ICML 2025Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks
- ICML 2025Reinforced Learning Explicit Circuit Representations for Quantum State Characterization from Local Measurements
- ICML 2025Reinforcement Learning for Quantum Control under Physical Constraints
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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？
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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。