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 7 / 25 页
- ICLR 2026Learning Escorted Protocols For Multistate Free-Energy Estimation
- ICLR 2026Learning Flexible Forward Trajectories for Masked Molecular Diffusion
- ICLR 2026Learning from the Electronic Structure of Molecules across the Periodic Table
- ICLR 2026Learning From the Past with Cascading Eligibility Traces
- ICLR 2026Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
- ICLR 2026Learning Molecular Chirality via Chiral Determinant Kernels
- ICLR 2026Learning residue level protein dynamics with multiscale Gaussians
- ICLR 2026Learning to Solve Orienteering Problem with Time Windows and Variable Profits
- ICLR 2026Leveraging Discrete Function Decomposability for Scientific Design
- ICLR 2026LLEMA: Accelerating Materials Design via LLM-Guided Evolutionary Search
- ICLR 2026Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
- ICLR 2026LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
- ICLR 2026Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs
- ICLR 2026LRIM: a Physics-Based Benchmark for Provably Evaluating Long-Range Capabilities in Graph Learning
- ICLR 2026MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design
- ICLR 2026Many Eyes, One Mind: Temporal Multi-Perspective and Progressive Distillation for Spiking Neural Networks
- ICLR 2026Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
- ICLR 2026MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
- ICLR 2026Master Skill Learning with Policy-Grounded Synergy of LLM-based Reward Shaping and Exploring
- ICLR 2026MATHMO: Automated Mathematical Modeling Through Adaptive Search
- ICLR 2026MatRIS: Toward Reliable and Efficient Pretrained Machine Learning Interaction Potentials
- ICLR 2026Maximizing Asynchronicity in Event-based Neural Networks
- ICLR 2026mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
- ICLR 2026Mean Estimation from Coarse Data: Characterizations and Efficient Algorithms
- ICLR 2026Measuring the Intrinsic Dimension of Earth Representations
- ICLR 2026MedAraBench: Large-scale Arabic Medical Question Answering Dataset and Benchmark
- ICLR 2026MoMa: A Simple Modular Learning Framework for Material Property Prediction
- ICLR 2026Multi-Object System Identification from Videos
- ICLR 2026Multi-state Protein Design with DynamicMPNN
- ICLR 2026Multi-Synaptic Cooperation: A Bio-Inspired Framework for Robust and Scalable Continual Learning
- ICLR 2026Multiplicative Diffusion Models: Beyond Gaussian Latents
- ICLR 2026Nef-Net v2: Adapting Electrocardio Panorama in the wild
- ICLR 2026NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
- ICLR 2026Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding
- ICLR 2026OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
- ICLR 2026OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning
- ICLR 2026OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
- ICLR 2026One protein is all you need
- ICLR 2026Online Learning and Equilibrium Computation with Ranking Feedback
- ICLR 2026Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
- ICLR 2026Online Rounding and Learning Augmented Algorithms for Facility Location
- ICLR 2026Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
- ICLR 2026Optimal transport unlocks end-to-end learning for single-molecule localization
- ICLR 2026Orbital Transformers for Predicting Wavefunctions in Time-Dependent Density Functional Theory
- ICLR 2026OrthoSolver: A Neural Proper Orthogonal Decomposition Solver For PDEs
- ICLR 2026Overtone: Cyclic Patch Modulation for Cleaner, Faster Physics Emulators
- ICLR 2026OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
- ICLR 2026P3D: Highly Scalable 3D Neural Surrogates for Physics Simulations with Global Context
- ICLR 2026Pallatom-Ligand: an All-Atom Diffusion Model for Designing Ligand-Binding Proteins
- ICLR 2026Panda: A pretrained forecast model for chaotic dynamics
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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。