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 3,316 篇，第 56 / 67 页
- NeurIPS 2024A Recipe for Charge Density Prediction
- NeurIPS 2024A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
- NeurIPS 2024A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences
- NeurIPS 2024A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
- NeurIPS 2024Accurate and Steady Inertial Pose Estimation through Sequence Structure Learning and Modulation
- NeurIPS 2024AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
- NeurIPS 2024Advection Augmented Convolutional Neural Networks
- NeurIPS 2024AHA: Human-Assisted Out-of-Distribution Generalization and Detection
- NeurIPS 2024Alias-Free Mamba Neural Operator
- NeurIPS 2024AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
- NeurIPS 2024Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
- NeurIPS 2024Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction
- NeurIPS 2024AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment
- NeurIPS 2024Amortized Fourier Neural Operators
- NeurIPS 2024An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
- NeurIPS 2024Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
- NeurIPS 2024APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments
- NeurIPS 2024APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs
- NeurIPS 2024Approximating mutual information of high-dimensional variables using learned representations
- NeurIPS 2024AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
- NeurIPS 2024Automatically Learning Hybrid Digital Twins of Dynamical Systems
- NeurIPS 2024AutoSurvey: Large Language Models Can Automatically Write Surveys
- NeurIPS 2024BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
- NeurIPS 2024Better by default: Strong pre-tuned MLPs and boosted trees on tabular data
- NeurIPS 2024Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning
- NeurIPS 2024Bridging the Divide: Reconsidering Softmax and Linear Attention
- NeurIPS 2024Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
- NeurIPS 2024Cascade of phase transitions in the training of energy-based models
- NeurIPS 2024Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
- NeurIPS 2024ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
- NeurIPS 2024Collaborative Refining for Learning from Inaccurate Labels
- NeurIPS 2024Combining Observational Data and Language for Species Range Estimation
- NeurIPS 2024Computerized Adaptive Testing via Collaborative Ranking
- NeurIPS 2024Constrained Synthesis with Projected Diffusion Models
- NeurIPS 2024Continuous Product Graph Neural Networks
- NeurIPS 2024Contrastive losses as generalized models of global epistasis
- NeurIPS 2024ControlSynth Neural ODEs: Modeling Dynamical Systems with Guaranteed Convergence
- NeurIPS 2024CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
- NeurIPS 2024Data Distribution Valuation
- NeurIPS 2024Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
- NeurIPS 2024DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction
- NeurIPS 2024DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking
- NeurIPS 2024Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
- NeurIPS 2024Derivative-enhanced Deep Operator Network
- NeurIPS 2024Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
- NeurIPS 2024Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
- NeurIPS 2024Differentially Private Equivalence Testing for Continuous Distributions and Applications
- NeurIPS 2024DiffPhyCon: A Generative Approach to Control Complex Physical Systems
- NeurIPS 2024DiffusionPDE: Generative PDE-Solving under Partial Observation
- NeurIPS 2024Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
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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。