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

287 papers, page 6 of 6

251. ICML 2025TAROT: Targeted Data Selection via Optimal Transport
252. ICML 2025TCP-Diffusion: A Multi-modal Diffusion Model for Global Tropical Cyclone Precipitation Forecasting with Change Awareness
253. ICML 2025Temperature-Annealed Boltzmann Generators
254. ICML 2025Temporal Misalignment in ANN-SNN Conversion and its Mitigation via Probabilistic Spiking Neurons
255. ICML 2025Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
256. ICML 2025The dark side of the forces: assessing non-conservative force models for atomistic machine learning
257. ICML 2025The Limits of Tractable Marginalization
258. ICML 2025The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products
259. ICML 2025Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos
260. ICML 2025Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making
261. ICML 2025Time Series Representations with Hard-Coded Invariances
262. ICML 2025TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
263. ICML 2025Topology-aware Neural Flux Prediction Guided by Physics
264. ICML 2025Toward Efficient Kernel-Based Solvers for Nonlinear PDEs
265. ICML 2025TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction
266. ICML 2025Trajectory Inference with Smooth Schrödinger Bridges
267. ICML 2025Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries
268. ICML 2025TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
269. ICML 2025UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models
270. ICML 2025UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything Model
271. ICML 2025Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data
272. ICML 2025Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach
273. ICML 2025UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
274. ICML 2025UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
275. ICML 2025Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers
276. ICML 2025Unisoma: A Unified Transformer-based Solver for Multi-Solid Systems
277. ICML 2025Universal Approximation of Mean-Field Models via Transformers
278. ICML 2025Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing
279. ICML 2025Universal Neural Optimal Transport
280. ICML 2025Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors
281. ICML 2025Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning
282. ICML 2025WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction
283. ICML 2025Whitened CLIP as a Likelihood Surrogate of Images and Captions
284. ICML 2025Wyckoff Transformer: Generation of Symmetric Crystals
285. ICML 2025WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry
286. ICML 2025Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
287. ICML 2025Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints

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.