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 20 / 25 页

951. NeurIPS 2026Conditional independence and graphical models for rankings
952. NeurIPS 2026Confidence-Based Diffusion Sampling with Geometric Readiness Awareness for Accelerated Structure-based Drug Design
953. NeurIPS 2026Conformal Prediction for Time-Dependent PDEs
954. NeurIPS 2026Constrained Bombieri Point Processes
955. NeurIPS 2026Continual Learning in Modern Hopfield Networks with an Application to Diffusion Models
956. NeurIPS 2026Counterfactual Maps: What They Are and How to Find Them
957. NeurIPS 2026Coupled Integral PINN for Discontinuity
958. NeurIPS 2026CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
959. NeurIPS 2026CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
960. NeurIPS 2026CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models
961. NeurIPS 2026Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
962. NeurIPS 2026Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
963. NeurIPS 2026Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
964. NeurIPS 2026Derivative-Informed Training of Neural Operators On-the-Fly via Sketched Tangent Consistency
965. NeurIPS 2026Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
966. NeurIPS 2026DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
967. NeurIPS 2026Diagnosing and Repairing Visual Collapse in Compact Medical Multimodal LLMs
968. NeurIPS 2026Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization
969. NeurIPS 2026Differentially Private Model Merging
970. NeurIPS 2026Diffusion-warm sampling of the XY model enables fast thermalization at scale
971. NeurIPS 2026DiscoverPhysics: Benchmarking LLMs for out-of-the-box scientific thinking
972. NeurIPS 2026Disentangled Multimodal Learning for Scalable Dynamic IR-Drop Analysis
973. NeurIPS 2026Distillation of Foundation Models for Time-dependent PDEs
974. NeurIPS 2026Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications
975. NeurIPS 2026DnNP: Denoising Input Uncertainty in Neural Processes
976. NeurIPS 2026Do Semantic Distance Tests Actually Predict Creativity in Large Language Models?
977. NeurIPS 2026Drift-React: One-step Generation of Reaction Pathways via SE(3) Drifting Fields
978. NeurIPS 2026DTGS: Physics-Embedded Dynamic Thermal 3D Reconstruction with Gaussian Splatting
979. NeurIPS 2026Dual-Pronged LoRA: Achieving Near-Zero Forgetting and High-Performance Adaptation for MLLMs
980. NeurIPS 2026Dynamic k-center clustering with lifetimes
981. NeurIPS 2026Echo learning enables biologically plausible temporal credit assignment
982. NeurIPS 2026Emergence of Distortions in High-Dimensional Guided Diffusion Models
983. NeurIPS 2026End-to-End Differentiable Diffusion Conditioning for Physics-Informed Optimization
984. NeurIPS 2026Energy-Guided Transport for Projection-Free Physics-Informed Flow Matching
985. NeurIPS 2026EntropyCache: Decoded Token Entropy Guided KV Caching for Diffusion Language Models
986. NeurIPS 2026EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting
987. NeurIPS 2026Even Sharper Bounds for Transductive Learning and Its Applications
988. NeurIPS 2026Every Measurement, Every Direction, All at Once: Multimodal Flow Matching for Molecules and Spectra
989. NeurIPS 2026Exactness Matters for Physical Rule Enforcement
990. NeurIPS 2026Fast Accurate Quantum Monte Carlo without Metropolis Adjustment
991. NeurIPS 2026Fine-Tuning Language Models to Know What They Know
992. NeurIPS 2026FlowBatt: Flow Matching for Probabilistic Battery Degradation Prediction
993. NeurIPS 2026FluxFlow: Conservative Flow-Matching for Astronomical Image Super-Resolution
994. NeurIPS 2026Fluxtrapolation: A benchmark on extrapolating ecosystem fluxes
995. NeurIPS 2026Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models
996. NeurIPS 2026From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability
997. NeurIPS 2026From Representation to Intervention: Using Emotion Vectors to Monitor and Guide Language Models
998. NeurIPS 2026Frontier Coding Agents Use Metaprogramming to Adapt to Unfamiliar Programming Languages
999. NeurIPS 2026GauGal: Gaussian-Galerkin Electromagnetic Inverse Scattering Imaging
1000. NeurIPS 2026GEMS-3D: A Large-Scale 3D Gravity, Electrical, Magnetic, and Seismic Earth Simulation Dataset for Multimodal Geophysical Learning

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。