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

1,126 papers, page 22 of 23

1051. NeurIPS 2025STAR: A Benchmark for Astronomical Star Fields Super-Resolution
1052. NeurIPS 2025STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
1053. NeurIPS 2025Steering When Necessary: Flexible Steering Large Language Models with Backtracking
1054. NeurIPS 2025Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding
1055. NeurIPS 2025STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
1056. NeurIPS 2025Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate
1057. NeurIPS 2025StruDiCO: Structured Denoising Diffusion with Gradient-free Inference-stage Boosting for Memory and Time Efficient Combinatorial Optimization
1058. NeurIPS 2025Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and Styles
1059. NeurIPS 2025SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
1060. NeurIPS 2025SurfelSplat: Learning Efficient and Generalizable Gaussian Surfel Representations for Sparse-View Surface Reconstruction
1061. NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
1062. NeurIPS 2025SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
1063. NeurIPS 2025Synthesizing Performance Constraints for Evaluating and Improving Code Efficiency
1064. NeurIPS 2025Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
1065. NeurIPS 2025T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models
1066. NeurIPS 2025Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
1067. NeurIPS 2025TAPIP3D: Tracking Any Point in Persistent 3D Geometry
1068. NeurIPS 2025Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization
1069. NeurIPS 2025Tensor Decomposition Networks for Accelerating Machine Learning Force Field Computations
1070. NeurIPS 2025Test3R: Learning to Reconstruct 3D at Test Time
1071. NeurIPS 2025TGA: True-to-Geometry Avatar Dynamic Reconstruction
1072. NeurIPS 2025The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
1073. NeurIPS 2025The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model
1074. NeurIPS 2025The Rich and the Simple: On the Implicit Bias of Adam and SGD
1075. NeurIPS 2025The Structural Complexity of Matrix-Vector Multiplication
1076. NeurIPS 2025The Temporal Graph of Bitcoin Transactions
1077. NeurIPS 2025Thompson Sampling in Function Spaces via Neural Operators
1078. NeurIPS 2025TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoising
1079. NeurIPS 2025Tight Bounds for Maximum Weight Matroid Independent Set and Matching in the Zero Communication Model
1080. NeurIPS 2025Towards Automated Petrography
1081. NeurIPS 2025Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
1082. NeurIPS 2025Towards Multiscale Graph-based Protein Learning with Geometric Secondary Structural Motifs
1083. NeurIPS 2025Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study
1084. NeurIPS 2025Towards precision protein-ligand affinity prediction benchmark: A Complete and Modification-Aware DAVIS Dataset
1085. NeurIPS 2025Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology
1086. NeurIPS 2025Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
1087. NeurIPS 2025TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks
1088. NeurIPS 2025Training a Scientific Reasoning Model for Chemistry
1089. NeurIPS 2025TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
1090. NeurIPS 2025TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
1091. NeurIPS 2025TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
1092. NeurIPS 2025Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm
1093. NeurIPS 2025TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
1094. NeurIPS 2025TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
1095. NeurIPS 2025Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection
1096. NeurIPS 2025UEPI: Universal Energy-Behavior-Preserving Integrators for Energy Conservative/Dissipative Differential Equations
1097. NeurIPS 2025UGM2N: An Unsupervised and Generalizable Mesh Movement Network via M-Uniform Loss
1098. NeurIPS 2025Ultra-high Resolution Watermarking Framework Resistant to Extreme Cropping and Scaling
1099. NeurIPS 2025UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
1100. NeurIPS 2025UMA: A Family of Universal Models for Atoms

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.