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 6 of 6

251. ICLR 2025Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics
252. ICLR 2025SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
253. ICLR 2025Score-based free-form architectures for high-dimensional Fokker-Planck equations
254. ICLR 2025Self-Attention-Based Contextual Modulation Improves Neural System Identification
255. ICLR 2025Self-Supervised Diffusion Models for Electron-Aware Molecular Representation Learning
256. ICLR 2025Semantic Loss Guided Data Efficient Supervised Fine Tuning for Safe Responses in LLMs
257. ICLR 2025Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations
258. ICLR 2025ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design
259. ICLR 2025SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
260. ICLR 2025SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs
261. ICLR 2025Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries
262. ICLR 2025Small-to-Large Generalization: Training Data Influences Models Consistently Across Scale
263. ICLR 2025SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
264. ICLR 2025SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
265. ICLR 2025Solving Differential Equations with Constrained Learning
266. ICLR 2025Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows
267. ICLR 2025STAMP: Scalable Task- And Model-agnostic Collaborative Perception
268. ICLR 2025Statistical Advantages of Perturbing Cosine Router in Mixture of Experts
269. ICLR 2025Steering Protein Family Design through Profile Bayesian Flow
270. ICLR 2025Stiefel Flow Matching for Moment-Constrained Structure Elucidation
271. ICLR 2025Structure Language Models for Protein Conformation Generation
272. ICLR 2025SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
273. ICLR 2025SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups
274. ICLR 2025Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
275. ICLR 2025SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
276. ICLR 2025SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems
277. ICLR 2025TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
278. ICLR 2025Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
279. ICLR 2025TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
280. ICLR 2025Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
281. ICLR 2025The impact of allocation strategies in subset learning on the expressive power of neural networks
282. ICLR 2025The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling
283. ICLR 2025Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
284. ICLR 2025Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
285. ICLR 2025TRENDy: Temporal Regression of Effective Nonlinear Dynamics
286. ICLR 2025TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation
287. ICLR 2025Underdamped Diffusion Bridges with Applications to Sampling
288. ICLR 2025Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
289. ICLR 2025UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
290. ICLR 2025Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
291. ICLR 2025VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology
292. ICLR 2025Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
293. ICLR 2025Wavelet Diffusion Neural Operator
294. ICLR 2025WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
295. ICLR 2025Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
296. ICLR 2025What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
297. ICLR 2025Zero-shot forecasting of chaotic systems

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.