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

1,126 papers, page 4 of 23

151. ICLR 2025DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training
152. ICLR 2025DEPfold: RNA Secondary Structure Prediction as Dependency Parsing.
153. ICLR 2025Descent with Misaligned Gradients and Applications to Hidden Convexity
154. ICLR 2025Designing Mechanical Meta-Materials by Learning Equivariant Flows
155. ICLR 2025Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
156. ICLR 2025Differentiable and Learnable Wireless Simulation with Geometric Transformers
157. ICLR 2025Differentiable Optimization of Similarity Scores Between Models and Brains
158. ICLR 2025Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
159. ICLR 2025Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators
160. ICLR 2025Distilling Structural Representations into Protein Sequence Models
161. ICLR 2025Do LLM Agents Have Regret? A Case Study in Online Learning and Games
162. ICLR 2025Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
163. ICLR 2025DPLM-2: A Multimodal Diffusion Protein Language Model
164. ICLR 2025E(3)-equivariant models cannot learn chirality: Field-based molecular generation
165. ICLR 2025Efficient Alternating Minimization with Applications to Weighted Low Rank Approximation
166. ICLR 2025Efficient Biological Data Acquisition through Inference Set Design
167. ICLR 2025Efficient Evolutionary Search Over Chemical Space with Large Language Models
168. ICLR 2025Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models
169. ICLR 2025Efficient Training of Neural Stochastic Differential Equations by Matching Finite Dimensional Distributions
170. ICLR 2025Emergence of meta-stable clustering in mean-field transformer models
171. ICLR 2025Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness
172. ICLR 2025Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
173. ICLR 2025EqNIO: Subequivariant Neural Inertial Odometry
174. ICLR 2025Estimation of single-cell and tissue perturbation effect in spatial transcriptomics via Spatial Causal Disentanglement
175. ICLR 2025EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
176. ICLR 2025Evaluating Large Language Models through Role-Guide and Self-Reflection: A Comparative Study
177. ICLR 2025Expressivity of Neural Networks with Random Weights and Learned Biases
178. ICLR 2025Extendable and Iterative Structure Learning Strategy for Bayesian Networks
179. ICLR 2025Fast and Accurate Blind Flexible Docking
180. ICLR 2025Fast unsupervised ground metric learning with tree-Wasserstein distance
181. ICLR 2025Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics
182. ICLR 2025Finding Shared Decodable Concepts and their Negations in the Brain
183. ICLR 2025FreeCG: Free the Design Space of Clebsch-Gordan Transform for Machine Learning Force Fields
184. ICLR 2025GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment
185. ICLR 2025Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher
186. ICLR 2025Generalizable Motion Planning via Operator Learning
187. ICLR 2025Generating Physical Dynamics under Priors
188. ICLR 2025Generative Flows on Synthetic Pathway for Drug Design
189. ICLR 2025GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
190. ICLR 2025Gradient-Free Generation for Hard-Constrained Systems
191. ICLR 2025Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
192. ICLR 2025Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
193. ICLR 2025GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling
194. ICLR 2025gRNAde: Geometric Deep Learning for 3D RNA inverse design
195. ICLR 2025Group Ligands Docking to Protein Pockets
196. ICLR 2025GSE: Group-wise Sparse and Explainable Adversarial Attacks
197. ICLR 2025HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
198. ICLR 2025HAINAN: Fast and Accurate Transducer for Hybrid-Autoregressive ASR
199. ICLR 2025HELM: Hierarchical Encoding for mRNA Language Modeling
200. ICLR 2025Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs

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.