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 5 / 23 页
- ICLR 2025Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
- ICLR 2025Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
- ICLR 2025How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
- ICLR 2025Hyperbolic Genome Embeddings
- ICLR 2025IDInit: A Universal and Stable Initialization Method for Neural Network Training
- ICLR 2025IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
- ICLR 2025IgGM: A Generative Model for Functional Antibody and Nanobody Design
- ICLR 2025Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
- ICLR 2025Implicit Neural Surface Deformation with Explicit Velocity Fields
- ICLR 2025Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula
- ICLR 2025Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
- ICLR 2025In vivo cell-type and brain region classification via multimodal contrastive learning
- ICLR 2025Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows
- ICLR 2025Interpretable Causal Representation Learning for Biological Data in the Pathway Space
- ICLR 2025Inverse decision-making using neural amortized Bayesian actors
- ICLR 2025InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
- ICLR 2025InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
- ICLR 2025Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
- ICLR 2025Iterative Substructure Extraction for Molecular Relational Learning with Interactive Graph Information Bottleneck
- ICLR 2025KAN: Kolmogorov–Arnold Networks
- ICLR 2025KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
- ICLR 2025KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics
- ICLR 2025KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
- ICLR 2025KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI
- ICLR 2025L3Ms — Lagrange Large Language Models
- ICLR 2025Language Agents Meet Causality -- Bridging LLMs and Causal World Models
- ICLR 2025Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice
- ICLR 2025Large Language Models Assume People are More Rational than We Really are
- ICLR 2025Large Language Models Often Say One Thing and Do Another
- ICLR 2025Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods
- ICLR 2025Learning and aligning single-neuron invariance manifolds in visual cortex
- ICLR 2025Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks
- ICLR 2025Learning Equivariant Non-Local Electron Density Functionals
- ICLR 2025Learning local equivariant representations for quantum operators
- ICLR 2025Learning Molecular Representation in a Cell
- ICLR 2025Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport
- ICLR 2025Learning system dynamics without forgetting
- ICLR 2025Learning the Complexity of Weakly Noisy Quantum States
- ICLR 2025Learning to Discover Regulatory Elements for Gene Expression Prediction
- ICLR 2025Learning to engineer protein flexibility
- ICLR 2025LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
- ICLR 2025Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
- ICLR 2025Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
- ICLR 2025Linear combinations of latents in generative models: subspaces and beyond
- ICLR 2025Linear Partial Gromov-Wasserstein Embedding
- ICLR 2025LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
- ICLR 2025MADGEN: Mass-Spec attends to De Novo Molecular generation
- ICLR 2025MAESTRO: Masked Encoding Set Transformer with Self-Distillation
- ICLR 2025MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
- ICLR 2025Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
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。