应用 · chemistry physics and earth sciences论文趋势 2023–2026

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。

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 1,126 篇，第 3 / 23 页

101. ICLR 2025Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems
102. ICLR 2025ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning
103. ICLR 2025AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
104. ICLR 2025AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data
105. ICLR 2025Atomas: Hierarchical Adaptive Alignment on Molecule-Text for Unified Molecule Understanding and Generation
106. ICLR 2025AtomSurf: Surface Representation for Learning on Protein Structures
107. ICLR 2025AutoG: Towards automatic graph construction from tabular data
108. ICLR 2025BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics
109. ICLR 2025Bandit Learning in Matching Markets with Indifference
110. ICLR 2025Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
111. ICLR 2025Benchmarking Predictive Coding Networks -- Made Simple
112. ICLR 2025Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
113. ICLR 2025Beyond Circuit Connections: A Non-Message Passing Graph Transformer Approach for Quantum Error Mitigation
114. ICLR 2025Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
115. ICLR 2025Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
116. ICLR 2025BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
117. ICLR 2025Biologically Constrained Barrel Cortex Model Integrates Whisker Inputs and Replicates Key Brain Network Dynamics
118. ICLR 2025Boltzmann priors for Implicit Transfer Operators
119. ICLR 2025Boltzmann Semantic Score: A Semantic Metric for Evaluating Large Vision Models Using Large Language Models
120. ICLR 2025Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions
121. ICLR 2025Bridging the Gap between Database Search and \emph{De Novo} Peptide Sequencing with SearchNovo
122. ICLR 2025Bridging the Gap Between f-divergences and Bayes Hilbert Spaces
123. ICLR 2025Bundle Neural Network for message diffusion on graphs
124. ICLR 2025Can Transformers Do Enumerative Geometry?
125. ICLR 2025CarbonSense: A Multimodal Dataset and Baseline for Carbon Flux Modelling
126. ICLR 2025CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search
127. ICLR 2025Causal Representation Learning from Multimodal Biomedical Observations
128. ICLR 2025CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
129. ICLR 2025CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
130. ICLR 2025ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning
131. ICLR 2025Chemistry-Inspired Diffusion with Non-Differentiable Guidance
132. ICLR 2025CL-DiffPhyCon: Closed-loop Diffusion Control of Complex Physical Systems
133. ICLR 2025CL-MFAP: A Contrastive Learning-Based Multimodal Foundation Model for Molecular Property Prediction and Antibiotic Screening
134. ICLR 2025Combining Induction and Transduction for Abstract Reasoning
135. ICLR 2025Composing Unbalanced Flows for Flexible Docking and Relaxation
136. ICLR 2025Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
137. ICLR 2025Computing Circuits Optimization via Model-Based Circuit Genetic Evolution
138. ICLR 2025ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks
139. ICLR 2025Contextualizing biological perturbation experiments through language
140. ICLR 2025Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images
141. ICLR 2025Continuous Ensemble Weather Forecasting with Diffusion models
142. ICLR 2025CryoFM: A Flow-based Foundation Model for Cryo-EM Densities
143. ICLR 2025CryoGEN: Generative Energy-based Models for Cryogenic Electron Tomography Reconstruction
144. ICLR 2025Curriculum-aware Training for Discriminating Molecular Property Prediction Models
145. ICLR 2025CViT: Continuous Vision Transformer for Operator Learning
146. ICLR 2025Data Distillation for extrapolative protein design through exact preference optimization
147. ICLR 2025Debiasing Mini-Batch Quadratics for Applications in Deep Learning
148. ICLR 2025Deep Learning Alternatives Of The Kolmogorov Superposition Theorem
149. ICLR 2025Deep Signature: Characterization of Large-Scale Molecular Dynamics
150. ICLR 2025DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance

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。