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

1,107 papers, page 22 of 23

1051. NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
1052. NeurIPS 2023Domain Agnostic Fourier Neural Operators
1053. NeurIPS 2023Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
1054. NeurIPS 2023End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
1055. NeurIPS 2023Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
1056. NeurIPS 2023Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
1057. NeurIPS 2023Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
1058. NeurIPS 2023Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
1059. NeurIPS 2023Finite-Time Analysis of Single-Timescale Actor-Critic
1060. NeurIPS 2023FouriDown: Factoring Down-Sampling into Shuffling and Superposing
1061. NeurIPS 2023GAUCHE: A Library for Gaussian Processes in Chemistry
1062. NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
1063. NeurIPS 2023Geometric Algebra Transformer
1064. NeurIPS 2023Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
1065. NeurIPS 2023Gradient Informed Proximal Policy Optimization
1066. NeurIPS 2023High-dimensional Asymptotics of Denoising Autoencoders
1067. NeurIPS 2023Individual Arbitrariness and Group Fairness
1068. NeurIPS 2023Inferring Hybrid Neural Fluid Fields from Videos
1069. NeurIPS 2023Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
1070. NeurIPS 2023InsActor: Instruction-driven Physics-based Characters
1071. NeurIPS 2023Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
1072. NeurIPS 2023Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
1073. NeurIPS 2023Lie Point Symmetry and Physics-Informed Networks
1074. NeurIPS 2023Matrix Compression via Randomized Low Rank and Low Precision Factorization
1075. NeurIPS 2023Meek Separators and Their Applications in Targeted Causal Discovery
1076. NeurIPS 2023Multiclass Boosting: Simple and Intuitive Weak Learning Criteria
1077. NeurIPS 2023Near-Linear Time Algorithm for the Chamfer Distance
1078. NeurIPS 2023Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
1079. NeurIPS 2023NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications
1080. NeurIPS 2023OceanBench: The Sea Surface Height Edition
1081. NeurIPS 2023Offline RL with Discrete Proxy Representations for Generalizability in POMDPs
1082. NeurIPS 2023On the Power of SVD in the Stochastic Block Model
1083. NeurIPS 2023Optimal Algorithms for the Inhomogeneous Spiked Wigner Model
1084. NeurIPS 2023Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework
1085. NeurIPS 2023Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+\alpha$ Moments
1086. NeurIPS 2023Physics-Informed Bayesian Optimization of Variational Quantum Circuits
1087. NeurIPS 2023Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers
1088. NeurIPS 2023Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
1089. NeurIPS 2023Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle
1090. NeurIPS 2023Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations
1091. NeurIPS 2023Sharp Calibrated Gaussian Processes
1092. NeurIPS 2023Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training
1093. NeurIPS 2023SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation
1094. NeurIPS 2023Solving Inverse Physics Problems with Score Matching
1095. NeurIPS 2023Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
1096. NeurIPS 2023Streaming Algorithms and Lower Bounds for Estimating Correlation Clustering Cost
1097. NeurIPS 2023SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
1098. NeurIPS 2023SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics
1099. NeurIPS 2023Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
1100. NeurIPS 2023The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications

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.