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 455 篇，第 3 / 10 页

101. NeurIPS 2025Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
102. NeurIPS 2025DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
103. NeurIPS 2025Discovering Compositional Hallucinations in LVLMs
104. NeurIPS 2025Discovering Symbolic Partial Differential Equation by Abductive Learning
105. NeurIPS 2025Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
106. NeurIPS 2025Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling
107. NeurIPS 2025Distributional Adversarial Attacks and Training in Deep Hedging
108. NeurIPS 2025Document Summarization with Conformal Importance Guarantees
109. NeurIPS 2025Don’t Give Up on Democratizing AI for the Wrong Reasons
110. NeurIPS 2025DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments
111. NeurIPS 2025DQVis Dataset: Natural Language to Biomedical Visualization
112. NeurIPS 2025DreamLight: Towards Harmonious and Consistent Image Relighting
113. NeurIPS 2025DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization
114. NeurIPS 2025Dual Alignment Framework for Few-shot Learning with Inter-Set and Intra-Set Shifts
115. NeurIPS 2025Dual-Res Tandem Mamba-3D: Bilateral Breast Lesion Detection and Classification on Non-contrast Chest CT
116. NeurIPS 2025DualEqui: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules
117. NeurIPS 2025DualMPNN: Harnessing Structural Alignments for High-Recovery Inverse Protein Folding
118. NeurIPS 2025DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs
119. NeurIPS 2025Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph Autoencoders
120. NeurIPS 2025Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
121. NeurIPS 2025Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
122. NeurIPS 2025Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
123. NeurIPS 2025Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
124. NeurIPS 2025DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding
125. NeurIPS 2025DynaNav: Dynamic Feature and Layer Selection for Efficient Visual Navigation
126. NeurIPS 2025DynaPhArM: Adaptive and Physics-Constrained Modeling for Target-Drug Complexes with Drug-Specific Adaptations
127. NeurIPS 2025E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
128. NeurIPS 2025E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
129. NeurIPS 2025EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
130. NeurIPS 2025ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals
131. NeurIPS 2025Energy Loss Functions for Physical Systems
132. NeurIPS 2025Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules
133. NeurIPS 2025Enhancing 3D Reconstruction for Dynamic Scenes
134. NeurIPS 2025Enhancing Bioactivity Prediction via Spatial Emptiness Representation of Protein-ligand Complex and Union of Multiple Pockets
135. NeurIPS 2025Enhancing LLM Watermark Resilience Against Both Scrubbing and Spoofing Attacks
136. NeurIPS 2025ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators
137. NeurIPS 2025ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality
138. NeurIPS 2025Estimating Hitting Times Locally at Scale
139. NeurIPS 2025Estimation of Stochastic Optimal Transport Maps
140. NeurIPS 2025Event-based HDR Structured Light
141. NeurIPS 2025Event-Driven Dynamic Scene Depth Completion
142. NeurIPS 2025Explore In-Context Message Passing Operator for Graph Neural Networks in A Mean Field Game
143. NeurIPS 2025Exploring and Leveraging Class Vectors for Classifier Editing
144. NeurIPS 2025FAIR Universe HiggsML Uncertainty Dataset and Competition
145. NeurIPS 2025FairDD: Fair Dataset Distillation
146. NeurIPS 2025FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design
147. NeurIPS 2025Fast Inference for Augmented Large Language Models
148. NeurIPS 2025Fast MRI for All: Bridging Access Gaps by Training without Raw Data
149. NeurIPS 2025Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
150. NeurIPS 2025Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling

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。