Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Applications · chemistry physics and earth sciences papers

1,217 papers, page 24 of 25

1151. NeurIPS 2026Simultaneous Individual, Group and Multigroup Fairness in Set Covering Problems
1152. NeurIPS 2026Sliced Inner Product Gromov–Wasserstein Distances
1153. NeurIPS 2026SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
1154. NeurIPS 2026SLOT-IR: Learning Disentangled Slot Representations for Infrared Spectral Unmixing
1155. NeurIPS 2026Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
1156. NeurIPS 2026SNACK: A Sequential Notation Framework for Probabilistic Graph Generation
1157. NeurIPS 2026Solver-as-Teacher: Solver-Guided On-Policy Post-Training Framework for PDE Foundation Models
1158. NeurIPS 2026Sparsely-Supervised Data Assimilation via Physics-Informed Schrödinger Bridge
1159. NeurIPS 2026SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
1160. NeurIPS 2026Spectral-Sphere-Constrained Hyper-Connections
1161. NeurIPS 2026Spectrally Parameterized Neural Inverse Reconstruction
1162. NeurIPS 2026SPEXT: A Decoupled Multi-Spectral Foundation Model for Earth Observation and Vision-Language Grounding
1163. NeurIPS 2026SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows
1164. NeurIPS 2026Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
1165. NeurIPS 2026Stein Kernelized Molecular Dynamics for Active Learning of Interatomic Potentials
1166. NeurIPS 2026STRABLE: Benchmarking Tabular Machine Learning with Strings
1167. NeurIPS 2026Structure-aware Reinforcement Learning for Protein Directed Evolution
1168. NeurIPS 2026Support-Safe Variational Hybrid Filtering for Contact-Mode and Sparse-Law Recovery
1169. NeurIPS 2026Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
1170. NeurIPS 2026Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning
1171. NeurIPS 2026TailFix: Mitigating Error Accumulation and Correcting Tail Deterioration in Long-Horizon Forecasting
1172. NeurIPS 2026Tapes Together Strong: The Co-evolution of Computation and Cooperation
1173. NeurIPS 2026TargetSage: Identifying Therapeutic Target Genes with Interpretable and Robust LLM Reasoning
1174. NeurIPS 2026Temporal-Scale Sensitivity in Time-Series Tokenization and Scale-Robust Token Estimation by Gated Sum
1175. NeurIPS 2026TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
1176. NeurIPS 2026The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show
1177. NeurIPS 2026The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
1178. NeurIPS 2026The Multi-Block DC Function Class: Theory, Algorithms, and Applications
1179. NeurIPS 2026Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
1180. NeurIPS 2026TimeES: Probabilistic and Deterministic Time Series Forecasting via Evolutionary Spectra
1181. NeurIPS 2026Tio: Language Models with Parallel Streams of Thoughts, Inputs and Outputs
1182. NeurIPS 2026Tokenization and Architecture Jointly Allocate Component Roles in Time Series Transformers
1183. NeurIPS 2026ToMAToMP: Robust and Multi-Parameter Topological Clustering
1184. NeurIPS 2026TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
1185. NeurIPS 2026Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation
1186. NeurIPS 2026Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
1187. NeurIPS 2026Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
1188. NeurIPS 2026Transferable, Time-Parallel Graph Dynamics via Space-Time Factorization
1189. NeurIPS 2026Transolver-GMsFEM: A Hybrid Framework for High-Contrast Multiscale PDEs on Irregular Grids
1190. NeurIPS 2026Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
1191. NeurIPS 2026TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates
1192. NeurIPS 2026Twisted Schrödinger Bridge Matching
1193. NeurIPS 2026Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
1194. NeurIPS 2026Two-Sided Learning in Matching Markets with Interviews
1195. NeurIPS 2026Ultra Fast PDE Solving via Physics Guided Few-step Diffusion
1196. NeurIPS 2026Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation
1197. NeurIPS 2026UniFlowDock: Flexible Docking with Complete Equivariant Velocity Fields
1198. NeurIPS 2026UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
1199. NeurIPS 2026Universal and Efficient Computation with 2D Attention
1200. NeurIPS 2026Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.