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

1,217 papers, page 23 of 25

1101. NeurIPS 2026Physics Unrolled Neural Operator for Wireless Field Modeling
1102. NeurIPS 2026Physics-Conditioned Video Diffusion with Kinematic Priors for Fusion Capsule Polishing
1103. NeurIPS 2026Physics-Informed Functional Tucker Method with RKHS Factors for Sparse Spatiotemporal Reconstruction
1104. NeurIPS 2026Physics-Informed Optimal Control by Control-Only Supervision with Error Guarantees on Value and Policy
1105. NeurIPS 2026PhySPRING: Structure-Preserving Reduction of Physics-Informed Digital Twins via Graph Neural Networks
1106. NeurIPS 2026PhysTC: A Physics-Enhanced Dataset and Architecture for High-Precision Tropical Cyclone Forecasting
1107. NeurIPS 2026PI-EDG: Physics-Informed Full-Space Electron Density Generation from Molecular Geometry
1108. NeurIPS 2026PINNBench: A Benchmark and Evaluation Study of Training Policy Selection in Hybrid PINN-Operator Solvers
1109. NeurIPS 2026PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks
1110. NeurIPS 2026PIU-CR: Physics-Informed Deep Unfolding Network with SAR-Optical Image Fusion for Cloud Removal
1111. NeurIPS 2026Plausible Biomolecular Structure Prediction via Physics-informed Reinforcement Learning
1112. NeurIPS 2026PM1: A Multimodal Foundation Model for Genomes, Phenotypes, and Images at Biobank Scale
1113. NeurIPS 2026Pointwise Lipschitz Continuous Graph Algorithms
1114. NeurIPS 2026PolarScale: A Physics-Grounded Benchmark for Radiometrically Consistent RGB-to-Stokes Estimation
1115. NeurIPS 2026Policy-DRIFT: Dynamic Reward-Informed Flow Trajectory Steering
1116. NeurIPS 2026Position: Fair Representations Cannot Hold What They Promise
1117. NeurIPS 2026Predictively-Oriented Kalman Filtering
1118. NeurIPS 2026Principia: Relational Physics Tests for Video Models
1119. NeurIPS 2026PRISM: Prior Relational Information for Self-supervised Modeling to Enhance Solubility OOD Generalization
1120. NeurIPS 2026Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
1121. NeurIPS 2026ProtGlycanDock: Towards Accurate Protein-Glycan Docking with Tailored Dataset, Benchmark and Model
1122. NeurIPS 2026Provable Quantization with Randomized Hadamard Transform
1123. NeurIPS 2026Provably Accurate Shapley Value Estimation in High Dimensions via Sparse Leverage Sampling
1124. NeurIPS 2026Proxy-Based Approximation of Shapley and Banzhaf Interactions
1125. NeurIPS 2026Pushing Biomolecular Utility-Diversity Frontiers with Supergroup Relative Policy Optimization
1126. NeurIPS 2026QT-Net: Rethinking Evaluation of AI Models in Atomic Chemical Space
1127. NeurIPS 2026Quantum Best Arm Identification with Limited Round of Adaptivity: Lower Bounds and Algorithms
1128. NeurIPS 2026Quantum Composite Hypothesis Testing with Small Error
1129. NeurIPS 2026RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
1130. NeurIPS 2026Random Neural Network Expressivity for Non-Linear Partial Differential Equations
1131. NeurIPS 2026RAWild: Toward Sensor-Agnostic RAW Object Detection via Physics-Guided Curve and Grid Modeling
1132. NeurIPS 2026Reconciling Causality and Non-Equilibrium Thermodynamics with Hamiltonian Causal Models
1133. NeurIPS 2026Reconsidering Positional Supervision in Masked Diffusion Language Model Training
1134. NeurIPS 2026Reconstructing the Vocal Tract with Differentiable Acoustic Simulation
1135. NeurIPS 2026Reinforcement Learning with Verifiable Physics: Post-training LLMs for PDE Solver Generation
1136. NeurIPS 2026REINS: Learning Inertia-Induced Geometry for Physics-Consistent Motion Representation in Clinical Gait Phenotyping
1137. NeurIPS 2026Reliable Abstention under Adversarial Injections: Lower Bounds and New Upper Bounds
1138. NeurIPS 2026Remote Photoplethysmography Based on a Skin Reflection Exponential Model
1139. NeurIPS 2026Resilient Byzantine Agreement with Predictions
1140. NeurIPS 2026Rethinking Attention in Depth for Operator Learning
1141. NeurIPS 2026SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing Information
1142. NeurIPS 2026SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
1143. NeurIPS 2026Scaling Arbitrary Architectures and Optimizers with Automatic Parameterization
1144. NeurIPS 2026Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
1145. NeurIPS 2026Scaling Point-in-Time Language Models: Economic Evaluation of Embeddings
1146. NeurIPS 2026Screening Lipid Nanoparticles through Structure-Ratio Alignment
1147. NeurIPS 2026Sharp Convergence and Sample Complexity of Policy Mirror Descent for Average-Reward MDPs
1148. NeurIPS 2026SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
1149. NeurIPS 2026Simplifying Transformer-Based U-Net Neural Physics Simulators
1150. NeurIPS 2026Simulating Human Memory with Language Models

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.