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

1,107 papers, page 5 of 23

201. NeurIPS 2026PRISM: Prior Relational Information for Self-supervised Modeling to Enhance Solubility OOD Generalization
202. NeurIPS 2026Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
203. NeurIPS 2026ProtGlycanDock: Towards Accurate Protein-Glycan Docking with Tailored Dataset, Benchmark and Model
204. NeurIPS 2026Provable Quantization with Randomized Hadamard Transform
205. NeurIPS 2026Provably Accurate Shapley Value Estimation in High Dimensions via Sparse Leverage Sampling
206. NeurIPS 2026Proxy-Based Approximation of Shapley and Banzhaf Interactions
207. NeurIPS 2026Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization
208. NeurIPS 2026QT-Net: Rethinking Evaluation of AI Models in Atomic Chemical Space
209. NeurIPS 2026Quantum Best Arm Identification with Limited Round of Adaptivity: Lower Bounds and Algorithms
210. NeurIPS 2026Quantum Composite Hypothesis Testing with Small Error
211. NeurIPS 2026RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
212. NeurIPS 2026Random Neural Network Expressivity for Non-Linear Partial Differential Equations
213. NeurIPS 2026RAWild: Toward Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling
214. NeurIPS 2026Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models
215. NeurIPS 2026Reconsidering Positional Supervision in Masked Diffusion Language Model Training
216. NeurIPS 2026Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
217. NeurIPS 2026Reinforcement Learning with Verifiable Physics: Post-training LLMs for PDE Solver Generation
218. NeurIPS 2026REINS: Learning Inertia-Induced Geometry for Physics-Consistent Motion Representation in Clinical Gait Phenotyping
219. NeurIPS 2026Reliable Abstention under Adversarial Injections: Lower Bounds and New Upper Bounds
220. NeurIPS 2026Remote Photoplethysmography Based on a Skin Reflection Exponential Model
221. NeurIPS 2026Resilient Byzantine Agreement with Predictions
222. NeurIPS 2026Rethinking Attention in Depth for Operator Learning
223. NeurIPS 2026SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing Information
224. NeurIPS 2026SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
225. NeurIPS 2026Scaling Arbitrary Architectures and Optimizers with Automatic Parameterization
226. NeurIPS 2026Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
227. NeurIPS 2026Scaling Point-in-Time Language Models: Economic Evaluation of Embeddings
228. NeurIPS 2026Screening Lipid Nanoparticles through Structure-Ratio Alignment
229. NeurIPS 2026Sharp Convergence and Sample Complexity of Policy Mirror Descent for Average-Reward MDPs
230. NeurIPS 2026SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
231. NeurIPS 2026Simplifying Transformer-Based U-Net Neural Physics Simulators
232. NeurIPS 2026Simulating Human Memory with Language Models
233. NeurIPS 2026Simultaneous Individual, Group and Multigroup Fairness in Set Covering Problems
234. NeurIPS 2026Sliced Inner Product Gromov–Wasserstein Distances
235. NeurIPS 2026SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
236. NeurIPS 2026SLOT-IR: Learning Disentangled Slot Representations for Infrared Spectral Unmixing
237. NeurIPS 2026Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
238. NeurIPS 2026SNACK: A Sequential Notation Framework for Probabilistic Graph Generation
239. NeurIPS 2026Solver-as-Teacher: Solver-Guided On-Policy Post-Training Framework for PDE Foundation Models
240. NeurIPS 2026Sparsely-Supervised Data Assimilation via Physics-Informed Schrödinger Bridge
241. NeurIPS 2026SPDEBench: An Extensive Benchmark for Learning Stochastic PDEs
242. NeurIPS 2026Spectral-Sphere-Constrained Hyper-Connections
243. NeurIPS 2026Spectrally Parameterized Neural Inverse Reconstruction
244. NeurIPS 2026SPEXT: A Decoupled Multi-Spectral Foundation Model for Earth Observation and Vision-Language Grounding
245. NeurIPS 2026SpreadsheetBench 2: Evaluating Agents on End-to-End Business Spreadsheet Workflows
246. NeurIPS 2026Stable Long-Horizon PDE Forecasting via Latent Structured Spectral Propagators
247. NeurIPS 2026Stein Kernelized Molecular Dynamics for Active Learning of Interatomic Potentials
248. NeurIPS 2026STRABLE: Benchmarking Tabular Machine Learning with Strings
249. NeurIPS 2026Structure-aware Reinforcement Learning for Protein Directed Evolution
250. NeurIPS 2026Support-Safe Variational Hybrid Filtering for Contact-Mode and Sparse-Law Recovery

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.