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 9 / 18 页
- ICLR 2025Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
- ICLR 2025BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
- ICLR 2025Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
- ICLR 2025Boltzmann priors for Implicit Transfer Operators
- ICLR 2025Boltzmann Semantic Score: A Semantic Metric for Evaluating Large Vision Models Using Large Language Models
- ICLR 2025Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions
- ICLR 2025Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
- ICLR 2025Bridging the Gap Between f-divergences and Bayes Hilbert Spaces
- ICLR 2025Bundle Neural Network for message diffusion on graphs
- ICLR 2025Can Transformers Do Enumerative Geometry?
- ICLR 2025CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
- ICLR 2025CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
- ICLR 2025Causal Representation Learning from Multimodal Biomedical Observations
- ICLR 2025CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
- ICLR 2025CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
- ICLR 2025ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
- ICLR 2025Chemistry-Inspired Diffusion with Non-Differentiable Guidance
- ICLR 2025CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
- ICLR 2025CL-MFAP: A Contrastive Learning-Based Multimodal Foundation Model for Molecular Property Prediction and Antibiotic Screening
- ICLR 2025Combining Induction and Transduction for Abstract Reasoning
- ICLR 2025Composing Unbalanced Flows for Flexible Docking and Relaxation
- ICLR 2025Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
- ICLR 2025Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
- ICLR 2025ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks
- ICLR 2025Contextualizing biological perturbation experiments through language
- ICLR 2025Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images
- ICLR 2025Continuous Ensemble Weather Forecasting with Diffusion models
- ICLR 2025CryoFM: A Flow-based Foundation Model for Cryo-EM Densities
- ICLR 2025CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
- ICLR 2025Curriculum-aware Training for Discriminating Molecular Property Prediction Models
- ICLR 2025CViT: Continuous Vision Transformer for Operator Learning
- ICLR 2025Data Distillation for extrapolative protein design through exact preference optimization
- ICLR 2025Debiasing Mini-Batch Quadratics for Applications in Deep Learning
- ICLR 2025Deep Learning Alternatives Of The Kolmogorov Superposition Theorem
- ICLR 2025Deep Signature: Characterization of Large-Scale Molecular Dynamics
- ICLR 2025DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance
- ICLR 2025DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training
- ICLR 2025DEPfold: RNA Secondary Structure Prediction as Dependency Parsing.
- ICLR 2025Descent with Misaligned Gradients and Applications to Hidden Convexity
- ICLR 2025Designing Mechanical Meta-Materials by Learning Equivariant Flows
- ICLR 2025Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
- ICLR 2025Differentiable and Learnable Wireless Simulation with Geometric Transformers
- ICLR 2025Differentiable Optimization of Similarity Scores Between Models and Brains
- ICLR 2025Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
- ICLR 2025Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators
- ICLR 2025Distilling Structural Representations into Protein Sequence Models
- ICLR 2025Do LLM Agents Have Regret? A Case Study in Online Learning and Games
- ICLR 2025Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
- ICLR 2025DPLM-2: A Multimodal Diffusion Protein Language Model
- ICLR 2025E(3)-equivariant models cannot learn chirality: Field-based molecular generation
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。