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 1,217 篇，第 11 / 25 页
- ICML 2026APEX: Approximate-but-exhaustive search for ultra-large combinatorial synthesis libraries
- ICML 2026APIC: Orthogonalized Neuro-Symbolic Modeling for Nonlinear Dissipative Dynamics
- ICML 2026Approximation Bounds for Transformer Networks with Application to Regression
- ICML 2026AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
- ICML 2026Asymptotic Theory of Iterated Empirical Risk Minimization, with Applications to Active Learning
- ICML 2026AutoMat: Physics-Guided Agentic Reasoning for Solving Ill-Posed Inverse Microscopy Problems
- ICML 2026AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design
- ICML 2026Autoregressive Boltzmann Generators
- ICML 2026Backward SDE–Based Diffusion for Physics-Constrained Generation
- ICML 2026Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors
- ICML 2026Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
- ICML 2026Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models
- ICML 2026Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots
- ICML 2026Beyond Perplexity: UTF-8 Validity in Byte-aware Language Models
- ICML 2026Beyond Static Endpoints: Tool Programs as an Interface for Flexible Agentic Web Services
- ICML 2026BiCrossNet with Decoupled Dual Generators: A Parameter‑Efficient and Generalizable Few‑Shot Custom Gesture Recognition Framework
- ICML 2026Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning
- ICML 2026BioDynaSpec: Harmonic-Guided Spatio-Spectral Autoregressive Diffusion for Protein Dynamics Generation
- ICML 2026Blending Neural Control Density Functions for Stabilization and Safety
- ICML 2026BLIPs: Bayesian Learned Interatomic Potentials
- ICML 2026Boosting Monocular Metric Depth Estimation via Bokeh Rendering
- ICML 2026Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Representation Alignment
- ICML 2026Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models
- ICML 2026Budgeted Active Experimentation for Treatment Effect Estimation from Observational and Randomized Data
- ICML 2026BuildArena: A Physics-Aligned Interactive Benchmark of LLMs for Engineering Construction
- ICML 2026Building Social World Model with Large Language Models
- ICML 2026Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks
- ICML 2026Can Vision Language Models Learn Intuitive Physics from Interaction?
- ICML 2026CARD: Coarse-to-fine Autoregressive Modeling with Radix-based Decomposition for Transferable Free Energy Estimation
- ICML 2026CAReDiO: Enhancing Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization
- ICML 2026CatFlow: Co-generation of Slab-Adsorbate Systems via Flow Matching
- ICML 2026Causal Structure Learning for Sparse Matrix Fill-in Reduction
- ICML 2026Certificates for Complex-Compatible Learned Cochain Laplacians
- ICML 2026Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics - Rotating Detonation Engines
- ICML 2026CHESS: Chebyshev Spectral Synthesis for Trajectory Condensation
- ICML 2026CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
- ICML 2026ClimateAR: Multi-Scale Autoregressive Generative Modeling for Climate Forecasting
- ICML 2026Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents
- ICML 2026Coarse-Grained Boltzmann Generators
- ICML 2026CoCoReviewBench: A Completeness- and Correctness-Oriented Benchmark for AI Reviewers
- ICML 2026CocoRNA: Collective RNA Design with Cooperative Multi-agent Reinforcement Learning
- ICML 2026CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer
- ICML 2026CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement
- ICML 2026Conditional Clifford-Steerable CNNs for PDE Modeling
- ICML 2026Conditional KRR: Injecting Unpenalized Features into Kernel Methods with Applications to Kernel Thresholding
- ICML 2026Conditionally Site-Independent Neural Evolution of Antibody Sequences
- ICML 2026ConsMSA: Semantic Distribution Consistency Learning for Multimodal Sentiment Analysis
- ICML 2026Constrained hybrid modelling to predict microbial dynamics and organic matter turnover in soil systems
- ICML 2026CONTEXTOR: Contextualized High-order Contrastive Learning
- ICML 2026Continuity-Regularized Flow Matching for Offline Reinforcement Learning
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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。