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 1,217 篇，第 3 / 25 页

101. CVPR 2026VT-Intrinsic Physics-Based Decomposition of Reflectance and Shading using a Single
102. CVPR 2026Watch and Learn Learning to Use Computers from Online Videos
103. CVPR 2026Wave-Former Through-Occlusion 3D Reconstruction via Wireless Shape Completion
104. CVPR 2026X-Part High Fidelity And Structure Coherent Shape Decomposition And Completion
105. ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
106. ICLR 2026A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
107. ICLR 2026A Derandomization Framework for Structure Discovery: Applications in Neural Networks and Beyond
108. ICLR 2026A Function-Centric Graph Neural Network Approach for Predicting Electron Densities
109. ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
110. ICLR 2026A New Paradigm for Genome-wide DNA Methylation Prediction Without Methylation Input
111. ICLR 2026A One-shot Framework for Directed Evolution of Antibodies
112. ICLR 2026A Physics-Inspired Optimizer: Velocity Regularized Adam
113. ICLR 2026A Resolution-Agnostic Geometric Transformer for Chromosome Modeling Using Inertial Frame
114. ICLR 2026A tale of two tails: Preferred and anti-preferred natural stimuli in visual cortex
115. ICLR 2026A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling
116. ICLR 2026Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter
117. ICLR 2026Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
118. ICLR 2026Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction
119. ICLR 2026Adaptive gradient descent on Riemannian manifolds and its applications to Gaussian variational inference
120. ICLR 2026Adaptive Mamba Neural Operators
121. ICLR 2026Adaptive Test-Time Training for Predicting Need for Invasive Mechanical Ventilation in Multi-Center Cohorts
122. ICLR 2026Advancing Spatiotemporal Representations in Spiking Neural Networks via Parametric Invertible Transformation
123. ICLR 2026Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials
124. ICLR 2026Align Your Structures: Generating Trajectories with Structure Pretraining for Molecular Dynamics
125. ICLR 2026An Improved Model-free Decision-estimation Coefficient with Applications in Adversarial MDPs
126. ICLR 2026An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLM
127. ICLR 2026Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
128. ICLR 2026Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
129. ICLR 2026AntigenLM: Structure-Aware DNA Language Modeling for Influenza
130. ICLR 2026AQER: A Scalable and Efficient Data Loader for Digital Quantum Computers
131. ICLR 2026ArtUV: Artist-style UV Unwrapping
132. ICLR 2026ASSESS: A Semantic and Structural Evaluation Framework for Statement Similarity
133. ICLR 2026ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
134. ICLR 2026Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs with Application to Glucose Prediction
135. ICLR 2026Bayesian Parameter Shift Rules in Variational Quantum Eigensolvers
136. ICLR 2026Bayesian Post Training Enhancement of Regression Models with Calibrated Rankings
137. ICLR 2026Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space
138. ICLR 2026Beyond Static Vision: Scene Dynamic Field Unlocks Intuitive Physics Understanding in Multi-modal Large Language Models
139. ICLR 2026Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction
140. ICLR 2026Bidirectional Predictive Coding
141. ICLR 2026BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations
142. ICLR 2026Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
143. ICLR 2026BioBO: Biology-informed Bayesian Optimization for Perturbation Design
144. ICLR 2026BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models
145. ICLR 2026Biologically Plausible Learning via Bidirectional Spike-Based Distillation
146. ICLR 2026BioMD: All-atom Generative Model for Biomolecular Dynamics Simulation
147. ICLR 2026BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
148. ICLR 2026BOLT: Decision‑Aligned Distillation and Budget-Aware Routing for Constrained Multimodal QA on Robots
149. ICLR 2026BoreaRL: A Multi-Objective Reinforcement Learning Environment for Climate-Adaptive Boreal Forest Management
150. ICLR 2026Branched Schrödinger Bridge Matching

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。