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 1,217 篇，第 17 / 25 页

801. ICML 2026Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators
802. ICML 2026Proximal Splitting Methods for Hybrid Differentiable Models
803. ICML 2026Quantifying the noise sensitivity of the Wasserstein metric for images
804. ICML 2026Ranking Time Series using a Time Warping Ideal Point Model
805. ICML 2026ReCoG: Relational and Compact Context Graph Learning for Few-shot Molecular Property Prediction
806. ICML 2026Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents
807. ICML 2026RECTOR: Masked Region-Channel-Temporal Modeling for Affective and Cognitive Representation Learning
808. ICML 2026Reduction of Probabilistic Chemical Reaction Networks
809. ICML 2026Reflective Hamiltonian Monte Carlo: Mixing Analysis and Application to Sampling on Stiefel Manifold
810. ICML 2026Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
811. ICML 2026Required Spine Optional Limbs: Heterogeneous Federated Learning via Backbone-sharing and Activation-guided Selection
812. ICML 2026Residual-Guided Multi-Resolution Refinement of Foundation Models: A Case Study in Drought Forecasting
813. ICML 2026Rethink the Role of Neural Decoders in Quantum Error Correction
814. ICML 2026Rethinking Code Complexity Through the Lens of Large Language Models
815. ICML 2026Rethinking Time-Series Imputation as Conditional Inference along Temporal Evolution
816. ICML 2026Retro-Expert: Collaborative Reasoning for Interpretable Retrosynthesis
817. ICML 2026RetrOrchestrator: A Multi-Step Retrosynthesis Agent Dynamically Orchestrating Single-Step Transition Models
818. ICML 2026Revealing Scaling Paradox in Large-scale Time Series Models: Implications for More Efficient and Accurate Forecasting
819. ICML 2026ReViT: Rotational-equivariant Vision Transformers for Neural PDE Solvers
820. ICML 2026Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning
821. ICML 2026Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers
822. ICML 2026RiboSphere: Learning Unified and Efficient Representations of RNA Structures
823. ICML 2026Riemannian Networks over Full-Rank Correlation Matrices
824. ICML 2026S$^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning
825. ICML 2026SAD-Flower: Flow Matching for Safe, Admissible, and Dynamically Consistent Planning
826. ICML 2026Safe and Scalable Web Agent Learning via Recreated Websites
827. ICML 2026Scalable Bayesian Inference for Nonlinear Conservation Laws
828. ICML 2026Scaling Laws of Global Weather Models
829. ICML 2026Scaling the Prior: Size-Consistent Geometric Diffusion for 3D Molecular Generation
830. ICML 2026SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes
831. ICML 2026Scientific logicality enriched methodology for LLM reasoning: A practice in physics
832. ICML 2026SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?
833. ICML 2026SeisMark: A Large-Scale Open Benchmark for Robust 3D Seismic Fault Detection
834. ICML 2026SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
835. ICML 2026Semi-Supervised Neural Super-Resolution for Mesh-Based Simulations
836. ICML 2026SENDAI: A Hierarchical Sparse-measurement, EfficieNt Data AssImilation Framework
837. ICML 2026Simple Algorithms for Bad Triangle Transversals with Applications to Correlation Clustering
838. ICML 2026Simple yet Effective: Low-Rank Spatial Attention for Neural Operators
839. ICML 2026SimulCost: A Cost-Aware Benchmark and Toolkit for Automating Physics Simulations with LLMs
840. ICML 2026SMART: Scalable Mesh‑free Aerodynamic Simulations from Raw Geometries using a Transformer‑based Surrogate Model
841. ICML 2026Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials
842. ICML 2026Smoothness Errors in Dynamics Models and How to Avoid Them
843. ICML 2026SmoothSpike: Spiking Transformer with Learnable Hadamard Transformation
844. ICML 2026SoftMatcha 2: A Fast and Soft Pattern Matcher for Trillion-Scale Corpora
845. ICML 2026Spatial Priors via Space Filling Curves for Small and Limited Data Vision Transformers
846. ICML 2026Spectral-Informed Neural Networks Outperform Spectral methods in High-dimensional PDEs
847. ICML 2026Speculative Sampling For Faster Molecular Dynamics
848. ICML 2026SpikingLM: Towards Fully Spiking Language Model
849. ICML 2026STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System
850. ICML 2026StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars

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。