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

3,316 papers, page 66 of 67

3251. NeurIPS 2023Clifford Group Equivariant Neural Networks
3252. NeurIPS 2023Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
3253. NeurIPS 2023D-CIPHER: Discovery of Closed-form Partial Differential Equations
3254. NeurIPS 2023Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
3255. NeurIPS 2023Deep Equilibrium Based Neural Operators for Steady-State PDEs
3256. NeurIPS 2023DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation
3257. NeurIPS 2023DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
3258. NeurIPS 2023Diffusion Schrödinger Bridge Matching
3259. NeurIPS 2023Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability
3260. NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
3261. NeurIPS 2023Domain Agnostic Fourier Neural Operators
3262. NeurIPS 2023Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
3263. NeurIPS 2023End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
3264. NeurIPS 2023Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
3265. NeurIPS 2023Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
3266. NeurIPS 2023Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
3267. NeurIPS 2023Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
3268. NeurIPS 2023Finite-Time Analysis of Single-Timescale Actor-Critic
3269. NeurIPS 2023FouriDown: Factoring Down-Sampling into Shuffling and Superposing
3270. NeurIPS 2023GAUCHE: A Library for Gaussian Processes in Chemistry
3271. NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
3272. NeurIPS 2023Geometric Algebra Transformer
3273. NeurIPS 2023Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
3274. NeurIPS 2023Gradient Informed Proximal Policy Optimization
3275. NeurIPS 2023High-dimensional Asymptotics of Denoising Autoencoders
3276. NeurIPS 2023Individual Arbitrariness and Group Fairness
3277. NeurIPS 2023Inferring Hybrid Neural Fluid Fields from Videos
3278. NeurIPS 2023Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
3279. NeurIPS 2023InsActor: Instruction-driven Physics-based Characters
3280. NeurIPS 2023Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
3281. NeurIPS 2023Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
3282. NeurIPS 2023Lie Point Symmetry and Physics-Informed Networks
3283. NeurIPS 2023Matrix Compression via Randomized Low Rank and Low Precision Factorization
3284. NeurIPS 2023Meek Separators and Their Applications in Targeted Causal Discovery
3285. NeurIPS 2023Multiclass Boosting: Simple and Intuitive Weak Learning Criteria
3286. NeurIPS 2023Near-Linear Time Algorithm for the Chamfer Distance
3287. NeurIPS 2023Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
3288. NeurIPS 2023NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications
3289. NeurIPS 2023OceanBench: The Sea Surface Height Edition
3290. NeurIPS 2023Offline RL with Discrete Proxy Representations for Generalizability in POMDPs
3291. NeurIPS 2023On the Power of SVD in the Stochastic Block Model
3292. NeurIPS 2023Optimal Algorithms for the Inhomogeneous Spiked Wigner Model
3293. NeurIPS 2023Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
3294. NeurIPS 2023Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\alpha$ Moments
3295. NeurIPS 2023Physics-Informed Bayesian Optimization of Variational Quantum Circuits
3296. NeurIPS 2023Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers
3297. NeurIPS 2023Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
3298. NeurIPS 2023Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle
3299. NeurIPS 2023Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations
3300. NeurIPS 2023Sharp Calibrated Gaussian Processes

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.