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 22 / 23 页
- NeurIPS 2025STAR: A Benchmark for Astronomical Star Fields Super-Resolution
- NeurIPS 2025STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
- NeurIPS 2025Steering When Necessary: Flexible Steering Large Language Models with Backtracking
- NeurIPS 2025Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding
- NeurIPS 2025STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
- NeurIPS 2025Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate
- NeurIPS 2025StruDiCO: Structured Denoising Diffusion with Gradient-free Inference-stage Boosting for Memory and Time Efficient Combinatorial Optimization
- NeurIPS 2025Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and Styles
- NeurIPS 2025SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
- NeurIPS 2025SurfelSplat: Learning Efficient and Generalizable Gaussian Surfel Representations for Sparse-View Surface Reconstruction
- NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
- NeurIPS 2025SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
- NeurIPS 2025Synthesizing Performance Constraints for Evaluating and Improving Code Efficiency
- NeurIPS 2025Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
- NeurIPS 2025T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models
- NeurIPS 2025Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
- NeurIPS 2025TAPIP3D: Tracking Any Point in Persistent 3D Geometry
- NeurIPS 2025Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization
- NeurIPS 2025Tensor Decomposition Networks for Accelerating Machine Learning Force Field Computations
- NeurIPS 2025Test3R: Learning to Reconstruct 3D at Test Time
- NeurIPS 2025TGA: True-to-Geometry Avatar Dynamic Reconstruction
- NeurIPS 2025The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
- NeurIPS 2025The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model
- NeurIPS 2025The Rich and the Simple: On the Implicit Bias of Adam and SGD
- NeurIPS 2025The Structural Complexity of Matrix-Vector Multiplication
- NeurIPS 2025The Temporal Graph of Bitcoin Transactions
- NeurIPS 2025Thompson Sampling in Function Spaces via Neural Operators
- NeurIPS 2025TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoising
- NeurIPS 2025Tight Bounds for Maximum Weight Matroid Independent Set and Matching in the Zero Communication Model
- NeurIPS 2025Towards Automated Petrography
- NeurIPS 2025Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
- NeurIPS 2025Towards Multiscale Graph-based Protein Learning with Geometric Secondary Structural Motifs
- NeurIPS 2025Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study
- NeurIPS 2025Towards precision protein-ligand affinity prediction benchmark: A Complete and Modification-Aware DAVIS Dataset
- NeurIPS 2025Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology
- NeurIPS 2025Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
- NeurIPS 2025TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks
- NeurIPS 2025Training a Scientific Reasoning Model for Chemistry
- NeurIPS 2025TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
- NeurIPS 2025TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
- NeurIPS 2025TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
- NeurIPS 2025Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm
- NeurIPS 2025TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
- NeurIPS 2025TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
- NeurIPS 2025Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection
- NeurIPS 2025UEPI: Universal Energy-Behavior-Preserving Integrators for Energy Conservative/Dissipative Differential Equations
- NeurIPS 2025UGM2N: An Unsupervised and Generalizable Mesh Movement Network via M-Uniform Loss
- NeurIPS 2025Ultra-high Resolution Watermarking Framework Resistant to Extreme Cropping and Scaling
- NeurIPS 2025UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
- NeurIPS 2025UMA: A Family of Universal Models for Atoms
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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。