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

297 papers, page 4 of 6

151. ICLR 2025Learning the Complexity of Weakly Noisy Quantum States
152. ICLR 2025Learning to Discover Regulatory Elements for Gene Expression Prediction
153. ICLR 2025Learning to engineer protein flexibility
154. ICLR 2025LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
155. ICLR 2025Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
156. ICLR 2025Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
157. ICLR 2025Linear combinations of latents in generative models: subspaces and beyond
158. ICLR 2025Linear Partial Gromov-Wasserstein Embedding
159. ICLR 2025LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
160. ICLR 2025MADGEN: Mass-Spec attends to De Novo Molecular generation
161. ICLR 2025MAESTRO: Masked Encoding Set Transformer with Self-Distillation
162. ICLR 2025MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
163. ICLR 2025Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion
164. ICLR 2025MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
165. ICLR 2025MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers
166. ICLR 2025MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
167. ICLR 2025MeshMask: Physics-Based Simulations with Masked Graph Neural Networks
168. ICLR 2025Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
169. ICLR 2025Metamizer: A Versatile Neural Optimizer for Fast and Accurate Physics Simulations
170. ICLR 2025MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
171. ICLR 2025MGCFNN: A Neural MultiGrid Solver with Novel Fourier Neural Network for High Wave Number Helmholtz Equations
172. ICLR 2025Minimal Variance Model Aggregation: A principled, non-intrusive, and versatile integration of black box models
173. ICLR 2025MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
174. ICLR 2025Model-Agnostic Knowledge Guided Correction for Improved Neural Surrogate Rollout
175. ICLR 2025MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks
176. ICLR 2025MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra
177. ICLR 2025MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
178. ICLR 2025MorphoDiff: Cellular Morphology Painting with Diffusion Models
179. ICLR 2025MotherNet: Fast Training and Inference via Hyper-Network Transformers
180. ICLR 2025Multi-domain Distribution Learning for De Novo Drug Design
181. ICLR 2025Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen
182. ICLR 2025Multi-objective antibody design with constrained preference optimization
183. ICLR 2025Neural Context Flows for Meta-Learning of Dynamical Systems
184. ICLR 2025Neural Wave Equation for Irregularly Sampled Sequence Data
185. ICLR 2025NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
186. ICLR 2025NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
187. ICLR 2025No Equations Needed: Learning System Dynamics Without Relying on Closed-Form ODEs
188. ICLR 2025No Location Left Behind: Measuring and Improving the Fairness of Implicit Representations for Earth Data
189. ICLR 2025Node Similarities under Random Projections: Limits and Pathological Cases
190. ICLR 2025Nonlinear multiregion neural dynamics with parametric impulse response communication channels
191. ICLR 2025NutriBench: A Dataset for Evaluating Large Language Models in Nutrition Estimation from Meal Descriptions
192. ICLR 2025OCCAM: Towards Cost-Efficient and Accuracy-Aware Classification Inference
193. ICLR 2025On Designing General and Expressive Quantum Graph Neural Networks with Applications to MILP Instance Representation
194. ICLR 2025On the Benefits of Memory for Modeling Time-Dependent PDEs
195. ICLR 2025On the Expressive Power of Sparse Geometric MPNNs
196. ICLR 2025On the Fourier analysis in the SO(3) space : the EquiLoPO Network
197. ICLR 2025One for all and all for one: Efficient computation of partial Wasserstein distances on the line
198. ICLR 2025Open-CK: A Large Multi-Physics Fields Coupling benchmarks in Combustion Kinetics
199. ICLR 2025OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
200. ICLR 2025Optimal Protocols for Continual Learning via Statistical Physics and Control Theory

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.