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 975 篇，第 15 / 20 页
- ICML 2025Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making
- ICML 2025Time Series Representations with Hard-Coded Invariances
- ICML 2025TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
- ICML 2025Topology-aware Neural Flux Prediction Guided by Physics
- ICML 2025Toward Efficient Kernel-Based Solvers for Nonlinear PDEs
- ICML 2025TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
- ICML 2025Trajectory Inference with Smooth Schrödinger Bridges
- ICML 2025Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries
- ICML 2025TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
- ICML 2025UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
- ICML 2025UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
- ICML 2025Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data
- ICML 2025Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach
- ICML 2025UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
- ICML 2025UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
- ICML 2025Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers
- ICML 2025Unisoma: A Unified Transformer-based Solver for Multi-Solid Systems
- ICML 2025Universal Approximation of Mean-Field Models via Transformers
- ICML 2025Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
- ICML 2025Universal Neural Optimal Transport
- ICML 2025Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors
- ICML 2025Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
- ICML 2025WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
- ICML 2025Whitened CLIP as a Likelihood Surrogate of Images and Captions
- ICML 2025Wyckoff Transformer: Generation of Symmetric Crystals
- ICML 2025WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry
- ICML 2025Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
- ICML 2025Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICML 2024A fast algorithm to simulate nonlinear resistive networks
- ICML 2024A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
- ICML 2024A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
- ICML 2024A Universal Class of Sharpness-Aware Minimization Algorithms
- ICML 2024Accelerating PDE Data Generation via Differential Operator Action in Solution Space
- ICML 2024Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
- ICML 2024AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
- ICML 2024An Intrinsic Vector Heat Network
- ICML 2024Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
- ICML 2024AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
- ICML 2024Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
- ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
- ICML 2024Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
- ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
- ICML 2024Building Socially-Equitable Public Models
- ICML 2024Byzantine Resilient and Fast Federated Few-Shot Learning
- ICML 2024Can AI Assistants Know What They Don't Know?
- ICML 2024Cell2Sentence: Teaching Large Language Models the Language of Biology
- ICML 2024Challenges in Training PINNs: A Loss Landscape Perspective
- ICML 2024Chasing Convex Functions with Long-term Constraints
- ICML 2024Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
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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。