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

680 papers, page 6 of 14

251. ICML 2024AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
252. ICML 2024Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
253. ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
254. ICML 2024Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
255. ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
256. ICML 2024Building Socially-Equitable Public Models
257. ICML 2024Byzantine Resilient and Fast Federated Few-Shot Learning
258. ICML 2024Can AI Assistants Know What They Don't Know?
259. ICML 2024Cell2Sentence: Teaching Large Language Models the Language of Biology
260. ICML 2024Challenges in Training PINNs: A Loss Landscape Perspective
261. ICML 2024Chasing Convex Functions with Long-term Constraints
262. ICML 2024Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
263. ICML 2024Clifford-Steerable Convolutional Neural Networks
264. ICML 2024CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
265. ICML 2024Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
266. ICML 2024Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
267. ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
268. ICML 2024Consistent Submodular Maximization
269. ICML 2024Continuous Treatment Effects with Surrogate Outcomes
270. ICML 2024Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
271. ICML 2024Defining Neural Network Architecture through Polytope Structures of Datasets
272. ICML 2024Dirichlet Flow Matching with Applications to DNA Sequence Design
273. ICML 2024Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
274. ICML 2024Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
275. ICML 2024DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
276. ICML 2024Efficient Contextual Bandits with Uninformed Feedback Graphs
277. ICML 2024Efficient Error Certification for Physics-Informed Neural Networks
278. ICML 2024Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
279. ICML 2024Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
280. ICML 2024Estimating Unknown Population Sizes Using the Hypergeometric Distribution
281. ICML 2024Explain Temporal Black-Box Models via Functional Decomposition
282. ICML 2024FairProof : Confidential and Certifiable Fairness for Neural Networks
283. ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
284. ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
285. ICML 2024Faster Maximum Inner Product Search in High Dimensions
286. ICML 2024Fine-grained Classes and How to Find Them
287. ICML 2024Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
288. ICML 2024Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation
289. ICML 2024Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
290. ICML 2024Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods
291. ICML 2024Graph Neural PDE Solvers with Conservation and Similarity-Equivariance
292. ICML 2024Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
293. ICML 2024Graph Positional and Structural Encoder
294. ICML 2024Grokking Group Multiplication with Cosets
295. ICML 2024HAMLET: Graph Transformer Neural Operator for Partial Differential Equations
296. ICML 2024Harnessing the Power of Neural Operators with Automatically Encoded Conservation Laws
297. ICML 2024HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction
298. ICML 2024How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective
299. ICML 2024How Language Model Hallucinations Can Snowball
300. ICML 2024How to Escape Sharp Minima with Random Perturbations

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.