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 6 / 14 页
- ICML 2024AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
- ICML 2024Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
- ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
- ICML 2024Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
- ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
- ICML 2024Building Socially-Equitable Public Models
- ICML 2024Byzantine Resilient and Fast Federated Few-Shot Learning
- ICML 2024Can AI Assistants Know What They Don't Know?
- ICML 2024Cell2Sentence: Teaching Large Language Models the Language of Biology
- ICML 2024Challenges in Training PINNs: A Loss Landscape Perspective
- ICML 2024Chasing Convex Functions with Long-term Constraints
- ICML 2024Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
- ICML 2024Clifford-Steerable Convolutional Neural Networks
- ICML 2024CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
- ICML 2024Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
- ICML 2024Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
- ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
- ICML 2024Consistent Submodular Maximization
- ICML 2024Continuous Treatment Effects with Surrogate Outcomes
- ICML 2024Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
- ICML 2024Defining Neural Network Architecture through Polytope Structures of Datasets
- ICML 2024Dirichlet Flow Matching with Applications to DNA Sequence Design
- ICML 2024Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
- ICML 2024Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
- ICML 2024DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
- ICML 2024Efficient Contextual Bandits with Uninformed Feedback Graphs
- ICML 2024Efficient Error Certification for Physics-Informed Neural Networks
- ICML 2024Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
- ICML 2024Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
- ICML 2024Estimating Unknown Population Sizes Using the Hypergeometric Distribution
- ICML 2024Explain Temporal Black-Box Models via Functional Decomposition
- ICML 2024FairProof : Confidential and Certifiable Fairness for Neural Networks
- ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
- ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
- ICML 2024Faster Maximum Inner Product Search in High Dimensions
- ICML 2024Fine-grained Classes and How to Find Them
- ICML 2024Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
- ICML 2024Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation
- ICML 2024Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
- ICML 2024Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods
- ICML 2024Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
- ICML 2024Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
- ICML 2024Graph Positional and Structural Encoder
- ICML 2024Grokking Group Multiplication with Cosets
- ICML 2024HAMLET: Graph Transformer Neural Operator for Partial Differential Equations
- ICML 2024Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
- ICML 2024HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
- ICML 2024How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
- ICML 2024How Language Model Hallucinations Can Snowball
- ICML 2024How to Escape Sharp Minima with Random Perturbations
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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？
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。