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 1,107 篇，第 11 / 23 页
- NeurIPS 2025HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis
- NeurIPS 2025I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions
- NeurIPS 2025IDOL: Meeting Diverse Distribution Shifts with Prior Physics for Tropical Cyclone Multi-Task Estimation
- NeurIPS 2025Image Stitching in Adverse Condition: A Bidirectional-Consistency Learning Framework and Benchmark
- NeurIPS 2025Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing
- NeurIPS 2025Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation Clustering
- NeurIPS 2025Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
- NeurIPS 2025Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization
- NeurIPS 2025Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking
- NeurIPS 2025INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
- NeurIPS 2025InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction Model
- NeurIPS 2025Integrating Drug Substructures and Longitudinal Electronic Health Records for Personalized Drug Recommendation
- NeurIPS 2025Integration Matters for Learning PDEs with Backwards SDEs
- NeurIPS 2025Interpreting Emergent Features in Deep Learning-based Side-channel Analysis
- NeurIPS 2025IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
- NeurIPS 2025JADE: Joint Alignment and Deep Embedding for Multi-Slice Spatial Transcriptomics
- NeurIPS 2025Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
- NeurIPS 2025Just One Layer Norm Guarantees Stable Extrapolation
- NeurIPS 2025Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
- NeurIPS 2025KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge
- NeurIPS 2025KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills
- NeurIPS 2025LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
- NeurIPS 2025Lattice Boltzmann Model for Learning Real-World Pixel Dynamicity
- NeurIPS 2025LawShift: Benchmarking Legal Judgment Prediction Under Statute Shifts
- NeurIPS 2025Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
- NeurIPS 2025Learning 3D Persistent Embodied World Models
- NeurIPS 2025Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural Networks
- NeurIPS 2025Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting
- NeurIPS 2025Learning Expandable and Adaptable Representations for Continual Learning
- NeurIPS 2025Learning from A Single Markovian Trajectory: Optimality and Variance Reduction
- NeurIPS 2025Learning from positive and unlabeled examples -Finite size sample bounds
- NeurIPS 2025Learning Juntas under Markov Random Fields
- NeurIPS 2025Learning Multi-Source and Robust Representations for Continual Learning
- NeurIPS 2025Learning non-equilibrium diffusions with Schrödinger bridges: from exactly solvable to simulation-free
- NeurIPS 2025Learning Repetition-Invariant Representations for Polymer Informatics
- NeurIPS 2025Learning Stochastic Multiscale Models
- NeurIPS 2025Learning Urban Climate Dynamics via Physics-Guided Urban Surface–Atmosphere Interactions
- NeurIPS 2025LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding
- NeurIPS 2025Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models
- NeurIPS 2025Light-Weight Diffusion Multiplier and Uncertainty Quantification for Fourier Neural Operators
- NeurIPS 2025LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
- NeurIPS 2025List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression
- NeurIPS 2025LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space
- NeurIPS 2025LODGE: Level-of-Detail Large-Scale Gaussian Splatting with Efficient Rendering
- NeurIPS 2025Looking Into the Water by Unsupervised Learning of the Surface Shape
- NeurIPS 2025Lorentz Local Canonicalization: How to make any Network Lorentz-Equivariant
- NeurIPS 2025Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
- NeurIPS 2025MaNGO — Adaptable Graph Network Simulators via Meta-Learning
- NeurIPS 2025MemEIC: A Step Toward Continual and Compositional Knowledge Editing
- NeurIPS 2025Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
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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。