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

293 papers, page 5 of 6

201. ICML 2023SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
202. ICML 2023Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning
203. ICML 2023Smooth Non-stationary Bandits
204. ICML 2023Stochastic Gradient Descent under Markovian Sampling Schemes
205. ICML 2023Stratified Adversarial Robustness with Rejection
206. ICML 2023SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
207. ICML 2023The Statistical Scope of Multicalibration
208. ICML 2023Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
209. ICML 2023Tight and fast generalization error bound of graph embedding in metric space
210. ICML 2023Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten
211. ICML 2023Training Deep Surrogate Models with Large Scale Online Learning
212. ICML 2023Uncertainty Estimation for Molecules: Desiderata and Methods
213. ICML 2023Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
214. ICML 2023Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap
215. ICML 2023Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality
216. ICML 2023Width and Depth Limits Commute in Residual Networks
217. NeurIPS 2023$H$-Consistency Bounds: Characterization and Extensions
218. NeurIPS 20233D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
219. NeurIPS 2023A Causal Framework for Decomposing Spurious Variations
220. NeurIPS 2023A Spectral Theory of Neural Prediction and Alignment
221. NeurIPS 2023Anonymous and Copy-Robust Delegations for Liquid Democracy
222. NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
223. NeurIPS 2023Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
224. NeurIPS 2023Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces
225. NeurIPS 2023CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
226. NeurIPS 2023CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation
227. NeurIPS 2023Class-Conditional Conformal Prediction with Many Classes
228. NeurIPS 2023Clifford Group Equivariant Neural Networks
229. NeurIPS 2023Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
230. NeurIPS 2023D-CIPHER: Discovery of Closed-form Partial Differential Equations
231. NeurIPS 2023Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
232. NeurIPS 2023Deep Equilibrium Based Neural Operators for Steady-State PDEs
233. NeurIPS 2023DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation
234. NeurIPS 2023DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
235. NeurIPS 2023Diffusion Schrödinger Bridge Matching
236. NeurIPS 2023Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability
237. NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
238. NeurIPS 2023Domain Agnostic Fourier Neural Operators
239. NeurIPS 2023Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
240. NeurIPS 2023End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
241. NeurIPS 2023Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
242. NeurIPS 2023Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
243. NeurIPS 2023Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
244. NeurIPS 2023Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
245. NeurIPS 2023Finite-Time Analysis of Single-Timescale Actor-Critic
246. NeurIPS 2023FouriDown: Factoring Down-Sampling into Shuffling and Superposing
247. NeurIPS 2023GAUCHE: A Library for Gaussian Processes in Chemistry
248. NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
249. NeurIPS 2023Geometric Algebra Transformer
250. NeurIPS 2023Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy

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.