应用 · chemistry physics and earth sciences论文趋势 2023–2026

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。

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 21 / 23 页

1001. NeurIPS 2025RAPTR: Radar-based 3D Pose Estimation using Transformer
1002. NeurIPS 2025Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
1003. NeurIPS 2025REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
1004. NeurIPS 2025ReCon-GS: Continuum-Preserved Guassian Streaming for Fast and Compact Reconstruction of Dynamic Scenes
1005. NeurIPS 2025Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery
1006. NeurIPS 2025Register and [CLS] tokens induce a decoupling of local and global features in large ViTs
1007. NeurIPS 2025ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search
1008. NeurIPS 2025REOBench: Benchmarking Robustness of Earth Observation Foundation Models
1009. NeurIPS 2025RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving
1010. NeurIPS 2025Reproducing Kernel Banach Space Models for Neural Networks with Application to Rademacher Complexity Analysis
1011. NeurIPS 2025Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-design
1012. NeurIPS 2025Resounding Acoustic Fields with Reciprocity
1013. NeurIPS 2025Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
1014. NeurIPS 2025RETRO SYNFLOW: Discrete Flow-Matching for Accurate and Diverse Single-Step Retrosynthesis
1015. NeurIPS 2025Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology
1016. NeurIPS 2025Revisiting Orbital Minimization Method for Neural Operator Decomposition
1017. NeurIPS 2025Rig3R: Rig-Aware Conditioning and Discovery for 3D Reconstruction
1018. NeurIPS 2025RigAnyFace: Scaling Neural Facial Mesh Auto-Rigging with Unlabeled Data
1019. NeurIPS 2025RIGNO: A Graph-based Framework For Robust And Accurate Operator Learning For PDEs On Arbitrary Domains
1020. NeurIPS 2025RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting
1021. NeurIPS 2025RoboScape: Physics-informed Embodied World Model
1022. NeurIPS 2025Robust Neural Rendering in the Wild with Asymmetric Dual 3D Gaussian Splatting
1023. NeurIPS 2025Role Bias in Diffusion Models: Diagnosing and Mitigating through Intermediate Decomposition
1024. NeurIPS 2025Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping
1025. NeurIPS 2025RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
1026. NeurIPS 2025SAM2Flow: Interactive Optical Flow Estimation with Dual Memory for in vivo Microcirculation Analysis
1027. NeurIPS 2025SAP: Exact Sorting in Splatting via Screen-Aligned Primitives
1028. NeurIPS 2025ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion
1029. NeurIPS 2025Scaling Physical Reasoning with the PHYSICS Dataset
1030. NeurIPS 2025SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent
1031. NeurIPS 2025scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
1032. NeurIPS 2025SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
1033. NeurIPS 2025Second-order Optimization under Heavy-Tailed Noise: Hessian Clipping and Sample Complexity Limits
1034. NeurIPS 2025Seeing the Wind from a Falling Leaf
1035. NeurIPS 2025Semi-supervised Vertex Hunting, with Applications in Network and Text Analysis
1036. NeurIPS 2025ShapeEmbed: a self-supervised learning framework for 2D contour quantification
1037. NeurIPS 2025Siegel Neural Networks
1038. NeurIPS 2025Simultaneous Swap Regret Minimization via KL-Calibration
1039. NeurIPS 2025Smooth and Flexible Camera Movement Synthesis via Temporal Masked Generative Modeling
1040. NeurIPS 2025Solving and Learning Partial Differential Equations with Variational Q-Exponential Processes
1041. NeurIPS 2025Solving Discrete (Semi) Unbalanced Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
1042. NeurIPS 2025Solving Partial Differential Equations via Radon Neural Operator
1043. NeurIPS 2025Sparta Alignment: Collectively Aligning Multiple Language Models through Combat
1044. NeurIPS 2025Spectral Compressive Imaging via Chromaticity-Intensity Decomposition
1045. NeurIPS 2025Spectral Convolutional Conditional Neural Process
1046. NeurIPS 2025Spectral Perturbation Bounds for Low-Rank Approximation with Applications to Privacy
1047. NeurIPS 2025SpiderSolver: A Geometry-Aware Transformer for Solving PDEs on Complex Geometries
1048. NeurIPS 2025SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
1049. NeurIPS 2025ST$^2$360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
1050. NeurIPS 2025Stable Port-Hamiltonian Neural Networks

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。