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

299 papers, page 6 of 6

251. NeurIPS 2026Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
252. NeurIPS 2026Tadpole: Autoencoders as Foundation Models for 3D PDEs with Online Learning
253. NeurIPS 2026TailFix: Mitigating Error Accumulation and Correcting Tail Deterioration in Long-Horizon Forecasting
254. NeurIPS 2026Tapes Together Strong: The Co-evolution of Computation and Cooperation
255. NeurIPS 2026TargetSage: Identifying Therapeutic Target Genes with Interpretable and Robust LLM Reasoning
256. NeurIPS 2026Temporal-Scale Sensitivity in Time-Series Tokenization and Scale-Robust Token Estimation by Gated Sum
257. NeurIPS 2026TerraMesh-Masks: Open‑Vocabulary Segmentation for Earth Observation
258. NeurIPS 2026The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show
259. NeurIPS 2026The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
260. NeurIPS 2026The Multi-Block DC Function Class: Theory, Algorithms, and Applications
261. NeurIPS 2026Theory Guided and Interpretable Neural Operator Design for Partial Differential Equation Learning
262. NeurIPS 2026TimeES: Probabilistic and Deterministic Time Series Forecasting via Evolutionary Spectra
263. NeurIPS 2026Tio: Language Models with Parallel Streams of Thoughts, Inputs and Outputs
264. NeurIPS 2026Tokenization and Architecture Jointly Allocate Component Roles in Time Series Transformers
265. NeurIPS 2026ToMAToMP: Robust and Multi-Parameter Topological Clustering
266. NeurIPS 2026TORNADO: Adaptive Latent Stochastic Transport for Calibrated Probabilistic PDE Forecasting
267. NeurIPS 2026Towards Real-Time Full-Waveform LiDAR Transformers via Intensity-Guided Token Reduction and Physics-Aware Augmentation
268. NeurIPS 2026Towards Self-Supervised, Generalizable and Decomposable 4D Driving Scene Reconstruction
269. NeurIPS 2026Training a Predictive Coding Network on ImageNet using Equilibrium Propagation
270. NeurIPS 2026Transferable, Time-Parallel Graph Dynamics via Space-Time Factorization
271. NeurIPS 2026Transolver-GMsFEM: A Hybrid Framework for High-Contrast Multiscale PDEs on Irregular Grids
272. NeurIPS 2026Trustworthy Retrosynthesis: Eliminating Hallucinations with a Diverse Ensemble of Reaction Scorers
273. NeurIPS 2026TurtLES: A Large-Scale Benchmark for Turbulent 3D Neural PDE Surrogates
274. NeurIPS 2026Twisted Schrödinger Bridge Matching
275. NeurIPS 2026Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
276. NeurIPS 2026Two-Sided Learning in Matching Markets with Interviews
277. NeurIPS 2026Ultra Fast PDE Solving via Physics Guided Few-step Diffusion
278. NeurIPS 2026Unified High-Probability Analysis of Stochastic Variance-Reduced Estimation
279. NeurIPS 2026UniFlowDock: Flexible Docking with Complete Equivariant Velocity Fields
280. NeurIPS 2026UniRank: Unified List-wise Reranking via Confidence-Ordered Denoising
281. NeurIPS 2026Universal and Efficient Computation with 2D Attention
282. NeurIPS 2026Universal Byte-Level Encoding: UTF-8/UTF-16 Routing to Reduce Cross-Script Token-Budget Disparities
283. NeurIPS 2026UniverSat: Resolution- and Modality-Agnostic Transformers for Earth Observation
284. NeurIPS 2026Unlocking the Duality between Flow and Field Matching
285. NeurIPS 2026Unsupervised Physics Informed Decomposition of Incomplete Time-Resolved Spectroscopy
286. NeurIPS 2026Visual Harness: Grounding Multimodal Reasoning in Physics Engines
287. NeurIPS 2026VVTRec: Radio Interferometric Reconstruction through Visual and Textual Modality Enrichment
288. NeurIPS 2026Walking the Hypercube: Unbiased Quantum Partition Functions Without the Matrix
289. NeurIPS 2026Wavelet Flow Matching for Multi-Scale Physics Emulation
290. NeurIPS 2026Weighted Conformal Clustering
291. NeurIPS 2026What Comes Next and Why: Interpretable Next-Event Prediction with Neuro-Symbolic Rules
292. NeurIPS 2026When and What to Prune? Stage-Aware Visual Token Pruning for Efficient VLA
293. NeurIPS 2026When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting
294. NeurIPS 2026When to Adopt Model Updates
295. NeurIPS 2026When Transcriptomic Foundation Models Scale: Domain-Focused Pretraining for Drug Development in Immunology and Inflammation
296. NeurIPS 2026Where Tabular Foundation Models Falter on Genetic Data: Datasets That Expose and Provide a Path to Address the Gap
297. NeurIPS 2026Why Cancer cfDNA Models Fail on Chronic Disease: A Geometric Information-Theoretic Bound and Its Architectural Implications
298. NeurIPS 2026WiREBench: Evaluating AI Agents' Capabilities in Reverse-Engineering Black-Box Applications in the Real World
299. NeurIPS 2026Your Benchmark Is an Empirical Measure Over Difficulty

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.