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 299 篇，第 6 / 6 页
- NeurIPS 2026Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
- NeurIPS 2026Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning
- NeurIPS 2026TailFix: Mitigating Error Accumulation and Correcting Tail Deterioration in Long-Horizon Forecasting
- NeurIPS 2026Tapes Together Strong: The Co-evolution of Computation and Cooperation
- NeurIPS 2026TargetSage: Identifying Therapeutic Target Genes with Interpretable and Robust LLM Reasoning
- NeurIPS 2026Temporal-Scale Sensitivity in Time-Series Tokenization and Scale-Robust Token Estimation by Gated Sum
- NeurIPS 2026TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
- NeurIPS 2026The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show
- NeurIPS 2026The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
- NeurIPS 2026The Multi-Block DC Function Class: Theory, Algorithms, and Applications
- NeurIPS 2026Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
- NeurIPS 2026TimeES: Probabilistic and Deterministic Time Series Forecasting via Evolutionary Spectra
- NeurIPS 2026Tio: Language Models with Parallel Streams of Thoughts, Inputs and Outputs
- NeurIPS 2026Tokenization and Architecture Jointly Allocate Component Roles in Time Series Transformers
- NeurIPS 2026ToMAToMP: Robust and Multi-Parameter Topological Clustering
- NeurIPS 2026TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
- NeurIPS 2026Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation
- NeurIPS 2026Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
- NeurIPS 2026Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
- NeurIPS 2026Transferable, Time-Parallel Graph Dynamics via Space-Time Factorization
- NeurIPS 2026Transolver-GMsFEM: A Hybrid Framework for High-Contrast Multiscale PDEs on Irregular Grids
- NeurIPS 2026Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
- NeurIPS 2026TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates
- NeurIPS 2026Twisted Schrödinger Bridge Matching
- NeurIPS 2026Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
- NeurIPS 2026Two-Sided Learning in Matching Markets with Interviews
- NeurIPS 2026Ultra Fast PDE Solving via Physics Guided Few-step Diffusion
- NeurIPS 2026Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation
- NeurIPS 2026UniFlowDock: Flexible Docking with Complete Equivariant Velocity Fields
- NeurIPS 2026UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
- NeurIPS 2026Universal and Efficient Computation with 2D Attention
- NeurIPS 2026Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
- NeurIPS 2026UniverSat: Resolution- and Modality-Agnostic Transformers for Earth Observation
- NeurIPS 2026Unlocking the Duality between Flow and Field Matching
- NeurIPS 2026Unsupervised Physics Informed Decomposition of Incomplete Time-Resolved Spectroscopy
- NeurIPS 2026Visual Harness: Grounding Multimodal Reasoning in Physics Engines
- NeurIPS 2026VVTRec: Radio Interferometric Reconstruction through Visual and Textual Modality Enrichment
- NeurIPS 2026Walking the Hypercube: Unbiased Quantum Partition Functions Without the Matrix
- NeurIPS 2026Wavelet Flow Matching for Multi-Scale Physics Emulation
- NeurIPS 2026Weighted Conformal Clustering
- NeurIPS 2026What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules
- NeurIPS 2026When and What to Prune? Stage-Aware Visual Token Pruning for Efficient VLA
- NeurIPS 2026When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting
- NeurIPS 2026When to Adopt Model Updates
- NeurIPS 2026When Transcriptomic Foundation Models Scale: Domain-Focused Pretraining for Drug Development in Immunology and Inflammation
- NeurIPS 2026Where Tabular Foundation Models Falter on Genetic Data: Datasets That Expose and Provide a Path to Address the Gap
- NeurIPS 2026Why Cancer cfDNA Models Fail on Chronic Disease: A Geometric Information-Theoretic Bound and Its Architectural Implications
- NeurIPS 2026WiREBench: Evaluating AI Agents' Capabilities in Reverse-Engineering Black-Box Applications in the Real World
- NeurIPS 2026Your Benchmark Is an Empirical Measure Over Difficulty
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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。